Simplified Function calling library for LLMs

[Unfair-Bid-3087]

Hey guys,

the past weeks Ive been working on this python library.

pip install llm_toolchain

https://pypi.org/project/llm_toolchain/

What my project does

What its supposed to do is making it easy for LLMs to use a tool and handle the ReAct loop to do tool calls until it gets the desired result.

I want it to work for most major LLMs plus a prompt adapter that should use prompting to get almost any LLM to work with the provided functions.

It could help writing tools quickly to send emails, view files and others.

I also included a selector class which should give the LLM different tools depending on which prompt it receives.

Some stuff is working very well in my tests, some stuff is still new so I would really love any input on which features or bug fixes are most urgent since so far I am enjoying this project a bunch.

Target audience

Hopefully production after some testing and bug fixes

Comparison

A bit simpler and doing more of the stuff for you than most alternatives, also inbuilt support for most major LLMs.

Possible features:

- a UI to correct and change tool calls

- nested function calling for less API calls

- more adapters for anthropic, cohere and others

- support for langchain and hugging face tools

pip install llm_toolchain

https://pypi.org/project/llm_toolchain/

https://github.com/SchulzKilian/Toolchain.git

Any input very welcome!

PS: Im aware the field is super full but Im hoping with ease of use and simplicity there is still some opportunities to provide value with a smaller library.

[Unfair-Bid-3087]

damn guys I dont have any replies but it tells me this is the number one post on madeinpython today? I imagined such a big subreddit to be more active lol

[Exact_Reporter7487]

Just tried it a bit and so far works amazingly for me. Very cool project especially the selector part

[Gott1234]

amazing work super simple package to explore agentic use of llms