wehub-resource-sync
e768098d0e
tools_continuous_delivery / Private PyPI non-main branch release (push) Has been skipped
tools_continuous_delivery / Private PyPI main branch release (push) Failing after 2m42s
Publish Promptflow Doc / Build (push) Has been cancelled
Publish Promptflow Doc / Deploy (push) Has been cancelled
Flake8 Lint / flake8 (push) Has been cancelled
Spell check CI / Spell_Check (push) Has been cancelled
130 lines
3.0 KiB
YAML
130 lines
3.0 KiB
YAML
$schema: https://azuremlschemas.azureedge.net/promptflow/latest/Flow.schema.json
|
|
inputs:
|
|
question:
|
|
type: string
|
|
is_chat_input: true
|
|
chat_history:
|
|
type: list
|
|
is_chat_input: false
|
|
is_chat_history: true
|
|
outputs:
|
|
output:
|
|
type: string
|
|
reference: ${answer_the_question_with_context.output}
|
|
is_chat_output: true
|
|
nodes:
|
|
- name: modify_query_with_history
|
|
type: llm
|
|
source:
|
|
type: code
|
|
path: modify_query_with_history.jinja2
|
|
inputs:
|
|
deployment_name: gpt-4
|
|
temperature: 1
|
|
top_p: 1
|
|
max_tokens: 1000
|
|
presence_penalty: 0
|
|
frequency_penalty: 0
|
|
chat_history: ${inputs.chat_history}
|
|
question: ${flow.question}
|
|
provider: AzureOpenAI
|
|
api: chat
|
|
module: promptflow.tools.aoai
|
|
use_variants: false
|
|
- name: lookup_question_from_indexed_docs
|
|
type: python
|
|
source:
|
|
type: package
|
|
tool: promptflow_vectordb.tool.common_index_lookup.search
|
|
inputs:
|
|
queries: ${modify_query_with_history.output}
|
|
query_type: Hybrid (vector + keyword)
|
|
top_k: 4
|
|
activate:
|
|
when: ${check_relevance_score.output}
|
|
is: false
|
|
use_variants: false
|
|
- name: generate_prompt_context
|
|
type: python
|
|
source:
|
|
type: code
|
|
path: generate_prompt_context.py
|
|
inputs:
|
|
search_result: ${lookup_question_from_indexed_docs.output}
|
|
aggregation: false
|
|
use_variants: false
|
|
- name: answer_question_prompt
|
|
type: prompt
|
|
source:
|
|
type: code
|
|
path: answer_question_prompt.jinja2
|
|
inputs:
|
|
chat_history: ${flow.chat_history}
|
|
contexts: ${generate_prompt_context.output}
|
|
question: ${flow.question}
|
|
aggregation: false
|
|
use_variants: false
|
|
- name: answer_the_question_with_context
|
|
type: llm
|
|
source:
|
|
type: code
|
|
path: answer_the_question_with_context.jinja2
|
|
inputs:
|
|
deployment_name: gpt-4
|
|
temperature: 0
|
|
top_p: 1
|
|
max_tokens: 1000
|
|
presence_penalty: 0
|
|
frequency_penalty: 0
|
|
prompt_text: ${select_prompt.output}
|
|
provider: AzureOpenAI
|
|
api: chat
|
|
module: promptflow.tools.aoai
|
|
aggregation: false
|
|
use_variants: false
|
|
- name: check_query_relevance
|
|
type: llm
|
|
source:
|
|
type: code
|
|
path: check_query_relevance.jinja2
|
|
inputs:
|
|
deployment_name: gpt-35-turbo
|
|
temperature: 1
|
|
top_p: 1
|
|
max_tokens: 1
|
|
presence_penalty: 0
|
|
frequency_penalty: 0
|
|
question: ${modify_query_with_history.output}
|
|
provider: AzureOpenAI
|
|
api: chat
|
|
module: promptflow.tools.aoai
|
|
use_variants: false
|
|
- name: check_relevance_score
|
|
type: python
|
|
source:
|
|
type: code
|
|
path: check_relevance_score.py
|
|
inputs:
|
|
score: ${check_query_relevance.output}
|
|
use_variants: false
|
|
- name: refuse_to_answer
|
|
type: prompt
|
|
source:
|
|
type: code
|
|
path: refuse_to_answer.jinja2
|
|
inputs: {}
|
|
use_variants: false
|
|
- name: select_prompt
|
|
type: python
|
|
source:
|
|
type: code
|
|
path: select_prompt.py
|
|
inputs:
|
|
answer_question_prompt: ${answer_question_prompt.output}
|
|
not_relevant: ${check_relevance_score.output}
|
|
refuse_prompt: ${refuse_to_answer.output}
|
|
use_variants: false
|
|
node_variants: {}
|
|
environment:
|
|
python_requirements_txt: requirements.txt
|