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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Contract Analysis Using 6B Model on Laptop with LLMWare"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Introduction"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Imagine you were given a large contract and asked a really specific question about it: \"What is the notice for termination for convenience?\" It would be an ordeal to locate the answer for this in the contract.\n",
"\n",
"But what if we could use AI 🤖 to analyze the contract and answer this for us?\n",
"\n",
"What we want here is to perform something known as retrieval-augmented generation (RAG). This is the process by which we give a language model some external sources (such as a contract). The external sources are intended to enhance the model's context, giving it a more comprehensive understanding of a topic. The model should then give us more accurate responses to the questions we ask it on the topic.\n",
"\n",
"Now, a general purpose model like Chat-GPT might be able to answer questions about contracts with RAG, but we can do something better. We can use LLMWare's dragon-yi-6b-gguf model, which is RAG-finetuned for fact-based question-answering on complex business and legal documents."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### For Google Colab Users"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you are using Colab for free, we highly recommend you activate the T4 GPU hardware accelerator. Our models are designed to run with at least 16GB of RAM, activating T4 will grant the notebook 16GB of GDDR6 RAM as apposed to the ~13GB Colab gives automatically.\n",
"\n",
"To activate T4:\n",
"1. click on the \"Runtime\" tab\n",
"2. click on \"Change runtime type\"\n",
"3. select T4 GPU under Hardware Accelerator\n",
"\n",
"NOTE: there is a weekly usage limit on using T4 for free"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Installing and importing dependencies"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [
"%pip install llmware"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"\n",
"from llmware.setup import Setup\n",
"from llmware.library import Library\n",
"from llmware.prompts import Prompt, HumanInTheLoop\n",
"from llmware.retrieval import Query\n",
"from llmware.configs import LLMWareConfig"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### MongoDB"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This example requires you to have an instance of MongoDB running to store the processed contracts. The easiest way to do this is to use Docker Compose with our provided file `llmware/docker-compose_mongo_milvus.yaml`. More information on how to do this is available in our [documentation](https://github.com/llmware-ai/llmware/blob/main/docs/getting_started/working_with_docker.md)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Worker function"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this function, we will do the following:\n",
"1. Loading in contracts using the `Setup` class\n",
"2. Adding them to a library using the `Library` class\n",
"3. Locate MSA files using a text query on the first page of each document using the `Query` class\n",
"4. Perform a text query to find all text containing \"termination\"\n",
"5. Pass these text chunks as a source to our _dragon-yi-6b-gguf_ model with the `Prompt` class\n",
"6. Ask the model the question \"What is the notice for termination for convenience?\"\n",
"7. Output the model's response\n",
"8. Save the model's state as a CSV with the `HumanInTheLoop` class."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"def msa_processing():\n",
"\n",
" local_path = Setup().load_sample_files()\n",
" agreements_path = os.path.join(local_path, \"AgreementsLarge\")\n",
"\n",
" # create a library with all of the Agreements (~80 contracts)\n",
" msa_lib = Library().create_new_library(\"msa_lib503_635\")\n",
" msa_lib.add_files(agreements_path)\n",
"\n",
" # find the \"master service agreements\" (MSA)\n",
" q = Query(msa_lib)\n",
" query = \"master services agreement\"\n",
" results = q.text_search_by_page(query, page_num=1, results_only=False)\n",
"\n",
" # results_only = False will return a dictionary with 4 keys: {\"query\", \"results\", \"doc_ID\", \"file_source\"}\n",
" msa_docs = results[\"file_source\"]\n",
"\n",
" # load prompt/llm locally\n",
" model_name = \"llmware/dragon-yi-6b-gguf\"\n",
" prompter = Prompt().load_model(model_name)\n",
"\n",
" # analyze each MSA - \"query\" & \"llm prompt\"\n",
" for i, docs in enumerate(msa_docs):\n",
"\n",
" print(\"\\n\")\n",
" print (i+1, \"Reviewing MSA - \", docs)\n",
"\n",
" # look for the termination provisions in each document\n",
" doc_filter = {\"file_source\": [docs]}\n",
" termination_provisions = q.text_query_with_document_filter(\"termination\", doc_filter)\n",
"\n",
" # package the provisions as a source to a prompt\n",
" sources = prompter.add_source_query_results(termination_provisions)\n",
"\n",
" print(\"update: sources - \", sources)\n",
"\n",
" # call the LLM and ask our question\n",
" response = prompter.prompt_with_source(\"What is the notice for termination for convenience?\")\n",
"\n",
" # post processing fact checking\n",
" stats = prompter.evidence_comparison_stats(response)\n",
" ev_source = prompter.evidence_check_sources(response)\n",
"\n",
" for i, resp in enumerate(response):\n",
" print(\"update: llm response - \", resp)\n",
" print(\"update: compare with evidence- \", stats[i][\"comparison_stats\"])\n",
" print(\"update: sources - \", ev_source[i][\"source_review\"])\n",
"\n",
" prompter.clear_source_materials()\n",
"\n",
" # Save jsonl report with full transaction history to /prompt_history folder\n",
" print(\"\\nupdate: prompt state saved at: \", os.path.join(LLMWareConfig.get_prompt_path(),prompter.prompt_id))\n",
"\n",
" prompter.save_state()\n",
"\n",
" # Generate CSV report for easy Human review in Excel\n",
" csv_output = HumanInTheLoop(prompter).export_current_interaction_to_csv()\n",
"\n",
" print(\"\\nupdate: csv output for human review - \", csv_output)\n",
"\n",
" return 0"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Main block"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here, we call our worker function."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"1 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Delta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed delivered \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed delivered \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1213, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1213, 'evidence_stop_char': 1623, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 100.29986071586609}, 'time_stamp': '2024-06-21_162157', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"2 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Chi.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2814, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3618, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3618, 'evidence_stop_char': 4020, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 402, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 402, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1206, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1206, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 106.03363370895386}, 'time_stamp': '2024-06-21_162343', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2814, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3618, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3618, 'evidence_stop_char': 4020, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Chi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"3 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Mu.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'any provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3617, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3617, 'evidence_stop_char': 4019, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 802, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 802, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 6, 'total': 1122, 'metric': 'tokens', 'processing_time': 120.17748379707336}, 'time_stamp': '2024-06-21_162544', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3617, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3617, 'evidence_stop_char': 4019, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf': [5, 6]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Mu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"4 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Psi.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\"], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1608, 'evidence_stop_char': 2009, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2009, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 1}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 766, 'output': 6, 'total': 772, 'metric': 'tokens', 'processing_time': 86.09340858459473}, 'time_stamp': '2024-06-21_162710', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1608, 'evidence_stop_char': 2009, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2009, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf': [5, 6, 4]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Psi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"5 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Rho.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\"], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1608, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 1}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 766, 'output': 6, 'total': 772, 'metric': 'tokens', 'processing_time': 90.99819278717041}, 'time_stamp': '2024-06-21_162841', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1608, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2814, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf': [5, 6, 4]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Rho.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"6 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Beta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1204, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1204, 'evidence_stop_char': 1605, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 124.40906977653503}, 'time_stamp': '2024-06-21_163046', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"7 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Eta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 122.25001740455627}, 'time_stamp': '2024-06-21_163249', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Eta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"8 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Alpha.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nbelow. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 404, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 404, 'evidence_stop_char': 807, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 807, 'evidence_stop_char': 1212, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1212, 'evidence_stop_char': 1615, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 106.45800447463989}, 'time_stamp': '2024-06-21_163435', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Alpha.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"9 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Phi.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n\", ' below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices any provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3618, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3618, 'evidence_stop_char': 4019, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 400, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 400, 'evidence_stop_char': 802, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 802, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1608, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 6, 'total': 1122, 'metric': 'tokens', 'processing_time': 108.62869024276733}, 'time_stamp': '2024-06-21_163624', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3618, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3618, 'evidence_stop_char': 4019, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf': [5, 6]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Phi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"10 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Nu.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n\", 'any provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties any provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4020, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1206, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1206, 'evidence_stop_char': 1609, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 6, 'total': 1122, 'metric': 'tokens', 'processing_time': 123.69110679626465}, 'time_stamp': '2024-06-21_163828', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4020, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf': [5, 6]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Nu.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"11 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Gamma.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1210, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1210, 'evidence_stop_char': 1617, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 102.44451832771301}, 'time_stamp': '2024-06-21_164011', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Gamma.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"12 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Pi.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) yea r from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\"], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1609, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1609, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 1}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) yea r from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 768, 'output': 6, 'total': 774, 'metric': 'tokens', 'processing_time': 67.6502456665039}, 'time_stamp': '2024-06-21_164119', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1609, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1609, 'evidence_stop_char': 2011, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2011, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf': [5, 6, 4]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Pi.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"13 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Zeta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\"], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1609, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1609, 'evidence_stop_char': 2010, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2010, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 1}\n",
"update: llm response - {'llm_response': '30 days written notice.', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n below. Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 766, 'output': 6, 'total': 772, 'metric': 'tokens', 'processing_time': 64.77527284622192}, 'time_stamp': '2024-06-21_164224', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 805, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 805, 'evidence_stop_char': 1207, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1207, 'evidence_stop_char': 1609, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1609, 'evidence_stop_char': 2010, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2010, 'evidence_stop_char': 2412, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2412, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf': [5, 6, 4]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice.', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Zeta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"14 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Delta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed delivered \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed delivered \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1213, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1213, 'evidence_stop_char': 1623, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 111.97353863716125}, 'time_stamp': '2024-06-21_164416', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Delta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"15 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Kappa.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 118.6111249923706}, 'time_stamp': '2024-06-21_164615', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Kappa.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"16 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Omega.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) yea r from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) yea r from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 400, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 400, 'evidence_stop_char': 801, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 801, 'evidence_stop_char': 1204, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1204, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 116.53554511070251}, 'time_stamp': '2024-06-21_164811', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omega.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"17 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Epsilon.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 117.87502908706665}, 'time_stamp': '2024-06-21_165009', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"18 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Epsilon.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1205, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1205, 'evidence_stop_char': 1607, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 120.23511362075806}, 'time_stamp': '2024-06-21_165210', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Epsilon.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"19 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Omicron.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n Each of the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1204, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1204, 'evidence_stop_char': 1605, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 111.38872861862183}, 'time_stamp': '2024-06-21_165401', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2815, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2815, 'evidence_stop_char': 3216, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3216, 'evidence_stop_char': 3619, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3619, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Omicron.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"\n",
"20 Reviewing MSA - C:\\Users\\prash\\llmware_data\\tmp\\parser_tmp\\process_pdf_files\\Testco MSA Beta.pdf\n",
"update: sources - {'text_batch': [\"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", ' of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products of the Customer, which includes trade secrets. Accordingly, in order to prevent TestCo and its employees from intentionally or unintentionally misappropriating any residual Confidential Information, TestCo agr ees that for the period of one (1) year from the termination of this Agreement, its employees who provide services hereunder will not work on any Competitive Products \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\nof the contracting parties agrees to notify the other in writing of address or contact changes. All notices, authorizations, and requests given or made in connection with this agreement, including notice of termination of this agreement, must be sent by post, express courier, facsimile, or email to the addresses and numbers indicated in this section. Notices will be deemed \\n'], 'metadata_batch': [[{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 401, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 401, 'evidence_stop_char': 803, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 4, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 803, 'evidence_stop_char': 1204, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1204, 'evidence_stop_char': 1605, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 6, 'doc_id': 1, 'block_id': 1}]], 'batches_count': 2}\n",
"update: llm response - {'llm_response': '30 days written notice', 'prompt': 'What is the notice for termination for convenience?', 'evidence': \"must be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\nmust be brought within two years from the date that the cause of action arose. Term and Termination of Agreement; Assignment. This Agreement shall remain in effect until terminated. Either party may terminate this agreement, any Statement of Work or Services Description for convenience by giving the other party 30 days written notice. Either party may terminate this Agreement or \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n party may be deemed notice of termination of this Agreement, effective on the date of assignment, by the other party. Survival upon Termination or End of Term. The provisions regarding warranty, limitation of liability, confidentiality, fees and expenses, obligations on termination or expiration, ownership and license, and miscellaneous of this Agreement, and \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n any work order or services description if the other party is in material breach or default of any obligation that is not cured within 15 days' notice of such breach. The TestCo agrees to pay all fees for services performed and expenses incurred prior to the termination of this Agreement. Termination of this Agreement will terminate all outstanding Statement \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\n(24) months following termination of this Agreement, directly or indirectly, call on or attempt to call on, hire, solicit, or induce any change in or cessation of, the business relationship, of any customers, clients, contractors, vendors, contract manufacturers, suppliers, investors or employees of other on whom the party called on or became acquainted \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\nany provisions specified as surviving in a Statement of Work or Services Description, survive any termination or expiration of this agreement, any Statement of Work or Services Description. Severability. If a court holds any provision of this Agreement to be illegal, invalid or unenforceable, the remaining provisions will remain in full force and effect and the parties \\n\", 'instruction': 'default_with_context', 'model': 'dragon-yi-6b-gguf', 'usage': {'input': 1116, 'output': 5, 'total': 1121, 'metric': 'tokens', 'processing_time': 112.91939091682434}, 'time_stamp': '2024-06-21_165554', 'calling_app_ID': '', 'rating': '', 'account_name': 'llmware', 'prompt_id': '1b84f914-d851-4a83-8b13-47cd464d92db', 'batch_id': 0, 'evidence_metadata': [{'batch_source_id': 0, 'evidence_start_char': 0, 'evidence_stop_char': 403, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 1, 'evidence_start_char': 403, 'evidence_stop_char': 806, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 2, 'evidence_start_char': 806, 'evidence_stop_char': 1208, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 3, 'evidence_start_char': 1208, 'evidence_stop_char': 1610, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 4, 'evidence_start_char': 1610, 'evidence_stop_char': 2012, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 5, 'evidence_start_char': 2012, 'evidence_stop_char': 2414, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 6, 'evidence_start_char': 2414, 'evidence_stop_char': 2816, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 7, 'evidence_start_char': 2816, 'evidence_stop_char': 3218, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 8, 'evidence_start_char': 3218, 'evidence_stop_char': 3620, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}, {'batch_source_id': 9, 'evidence_start_char': 3620, 'evidence_stop_char': 4022, 'source_name': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}], 'biblio': {'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf': [5]}, 'event_type': 'inference', 'human_feedback': '', 'human_assessed_accuracy': '', 'comparison_stats': {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}, 'source_review': [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]}\n",
"update: compare with evidence- {'percent_display': '100.0%', 'confirmed_words': ['30', 'days', 'written', 'notice'], 'unconfirmed_words': [], 'verified_token_match_ratio': 1.0, 'key_point_list': [{'key_point': '30 days written notice', 'entry': 0, 'verified_match': 1.0}]}\n",
"update: sources - [{'text': 'Services Description for convenience by giving the other party 30 days written notice Either party may terminate this Agreement or ', 'match_score': 1.0, 'source': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\tmp\\\\parser_tmp\\\\process_pdf_files\\\\Testco MSA Beta.pdf', 'page_num': 5, 'doc_id': 1, 'block_id': 1}]\n",
"\n",
"update: prompt state saved at: C:\\Users\\prash\\llmware_data\\prompt_history\\1b84f914-d851-4a83-8b13-47cd464d92db\n",
"\n",
"update: csv output for human review - {'report_name': 'interaction_report_2024-06-21_165554.csv', 'report_fp': 'C:\\\\Users\\\\prash\\\\llmware_data\\\\prompt_history\\\\interaction_report_2024-06-21_165554.csv', 'results': 20}\n"
]
}
],
"source": [
"if __name__ == \"__main__\":\n",
"\n",
" m = msa_processing()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Our output contains a dictionary for each LLM response with several keys, notably:\n",
"- `llm_response`: giving us the answer to our question\n",
"- `evidence`: giving us the text where the model found the answer to the question"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}