페이지 이력

pip install keyrings.alt
pip install bs4
pip install promptflow-vectordb==0.2.3

from promptflow import tool


# The inputs section will change based on the arguments of the tool function, after you save the code
# Adding type to arguments and return value will help the system show the types properly
# Please update the function name/signature per need
@tool
def my_python_tool(search_result: dict):
    # print(search_result[0]['original_entity']['text'])
    # 검색된 여러개의 문서에서 original_entity의 text 부분만 배열로 만들어서 반환
    return [entity['original_entity']['text'] for entity in search_result]
    

# 참고
@tool
def generate_prompt_context(search_result: List[dict]) -> str:
    def format_doc(doc: dict):
        return f"Content: {doc['Content']}\nSource: {doc['Source']}"

    SOURCE_KEY = "source"
    URL_KEY = "url"

    retrieved_docs = []
    for item in search_result:

        entity = SearchResultEntity.from_dict(item)
        content = entity.text or ""

        source = ""
        if entity.metadata is not None:
            if SOURCE_KEY in entity.metadata:
                if URL_KEY in entity.metadata[SOURCE_KEY]:
                    source = entity.metadata[SOURCE_KEY][URL_KEY] or ""

        retrieved_docs.append({
            "Content": content,
            "Source": source
        })
    doc_string = "\n\n".join([format_doc(doc) for doc in retrieved_docs])
    return doc_string

system:
Summary result for question in Korean.
Never use your knowledge and only use the text displayed in ```.
If the question asks for a comparison, display it as a table.

user:
question: {{question}}
search_results: 
```
{% for item in search_results %}
{{item}}  
{% endfor %}
```

# system:
You are a chatbot having a conversation with a human.
Given the following extracted parts of a long document and a question, create a final answer with references ("SOURCES").
If you don't know the answer, just say that you don't know. Don't try to make up an answer.
ALWAYS return a "SOURCES" part in your answer.

{{contexts}}

# user:
{{question}}