Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
How to Force a llamaIndex query engine Tool Output as Result? NEED HELP
Example codes in docs:
# ...
# Define a custom tool that returns the result as the answer
coding_agent =Agent(
role="Data Scientist",
goal="Product amazing resports on AI",
backstory="You work with data and AI",
tools=[MyCustomTool(result_as_answer=True)],
)
# ...
My codes:
query_engine = index.as_query_engine(
include_text=True,
response_mode="tree_summarize",
verbose=True,
embedding_mode="hybrid",
similarity_top_k=15,
streaming=False,
)
tool = LlamaIndexTool.from_query_engine(
query_engine,
name=f"{knowledge.id} Knowledge Base Tool",
description=f"Tool for querying the {knowledge.id} (or its aliases {knowledge.alias}) knowledge base of organization {organization.name}. "
f"This knowledge base covers: {knowledge.description}. "
f"Use this tool for queries related to organization {organization.name} "
f"or its aliases: {', '.join(organization.aliases)}. "
f"Always pass the full user query to this tool without extracting keywords."
)
agent = Agent(
role = "an agent",
goal = "xxxxxxxxxxx",
backstory = dedent(f"""\
xxxxxxxxxxxxx
"""),
allow_delegation=False,
llm=self.llm,
verbose=True,
tools=[tool],
)
How to Force a llamaIndex query engine Tool Output as Result? NEED HELP
Example codes in docs:
My codes: