A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
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A guidance language for controlling large language models.
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
- agent-framework
- pydantic
- python
- genai
The Generative UI framework
Structured Outputs
- generative-ai
- llms
- prompt-engineering
- symbolic-ai
structured outputs for llms
- openai
- python
- pydantic-v2
- openai-functions
Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)
- calibration
- decision-model
- jev
- jev-model
Run many AI agents at once on your Mac, up to 3x faster.
- agents
- apple-silicon
- artificial-intelligence
- inference-acceleration