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Updated 3 months ago

Hello everyone. I confused with OpenAi

Hello everyone. I confused with OpenAi agent, agent has to run chain of tools like (1)"read_table_properties" -> (2)"form record from user's message that is compatible with table properties" -> (*3)"write record". Major problem that agent do not correctly transforms data from user's message to table structure. Maybe that problem can be solved by creation OpenAi instance with prompt insade tool, but I am not sure are good solution. How do you think ?

5 comments

LLogan M

If you want it to run all 3 tools, then make a custom tool that does all 3 in one?

NNem

Is it normal in tool call another llm ? I was trying to avoid it

LLogan M

I think that's fine, you can do whatever you want in a tool 👍

I'm imagining something like

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def ReadWrite(...):
   table_properties = <get table properties>
   record_str = llm.complete("Using the query and table properties, do X")
   record = parse_record_str(record_str)
   write_record(record)

LLogan M

You can turn any function into a tool using FunctionTool

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from llama_index.tools import FunctionTool

tool = FunctionTool.from_defaults(fn=ReadWrite)

Here the function schema is used to define a tool, with the function name and docstring being used as a tool name and tool description

NNem

Thanks

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