James Brunton e10c5f6283 Redesign Python AI engine (#5991) ...

# Description of Changes
Redesign the Python AI engine to be properly agentic and make use of
`pydantic-ai` instead of `langchain` for correctness and ergonomics.
This should be a good foundation for us to build our AI engine on going
forwards.

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..

config

Redesign Python AI engine (#5991)

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scripts

Redesign Python AI engine (#5991)

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src/stirling

Redesign Python AI engine (#5991)

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tests

Redesign Python AI engine (#5991)

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.gitignore

Add SaaS AI engine (#5907)

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.python-version

Add SaaS AI engine (#5907)

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AGENTS.md

Redesign Python AI engine (#5991)

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Dockerfile

Redesign Python AI engine (#5991)

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Dockerfile.dev

Redesign Python AI engine (#5991)

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LICENSE

Add SaaS AI engine (#5907)

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Makefile

Redesign Python AI engine (#5991)

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pyproject.toml

Redesign Python AI engine (#5991)

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uv.lock

Redesign Python AI engine (#5991)

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