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by d4rkp4ttern 498 days ago
It does decently well actually. You can test function-calling using Langroid. There are several example scripts you could try from the repo, e.g.

    uv run examples/basic/tool-extract-short-example.py --model ollama/mistral-small
sample output: https://gist.github.com/pchalasani/662d7f13dbe690d6e2bfef01c...

Langroid has a ToolMessage mechanism that lets you specify a tool/fn-call using Pydantic, which is then transpiled into system message instructions.