wehub-resource-sync
44 lines
1.5 KiB
Markdown
44 lines
1.5 KiB
Markdown
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# 100% local RAG app to chat with GitHub!
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This project leverages GitIngest to parse a GitHub repo in markdown format and the use LlamaIndex for RAG orchestration over it.
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## Installation and setup
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**Install Dependencies**:
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Ensure you have Python 3.9 or later installed (tested with Python 3.11.9).
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**Option 1: Using requirements.txt (Recommended)**
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```bash
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pip install -r requirements.txt
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```
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**Option 2: Manual installation**
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```bash
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pip install gitingest llama-index llama-index-llms-ollama llama-index-llms-openai llama-index-agent-openai llama-index-embeddings-huggingface streamlit pandas python-dotenv huggingface-hub
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```
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**Environment Setup**:
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For OpenAI integration, create a `.env` file in the project directory:
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```
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OPENAI_API_KEY=your_openai_api_key_here
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```
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**Running**:
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Make sure you have Ollama Server running then you can run following command to start the streamlit application ```streamlit run app_local.py```.
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---
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## 📬 Stay Updated with Our Newsletter!
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**Get a FREE Data Science eBook** 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. [Subscribe now!](https://join.dailydoseofds.com)
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[](https://join.dailydoseofds.com)
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---
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## Contribution
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Contributions are welcome! Please fork the repository and submit a pull request with your improvements.
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