+3,140 stars
from 15,759 · score 8.05
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6 repositories by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)
2.pydantic / pydantic-ai
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
- agent-framework
- pydantic
- python
- genai
- llm
- harness
- +1 more
+2,042 stars
from 18,974 · score 7.62
3.google / langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
- llm
- nlp
- python
- gemini-ai
- information-extration
- large-language-models
- +5 more
+1,447 stars
from 37,815 · score 7.28
4.dottxt-ai / outlines
Structured Outputs
- generative-ai
- llms
- prompt-engineering
- symbolic-ai
- cfg
- json
- +2 more
+536 stars
from 15,465 · score 6.29
5.567-labs / instructor
structured outputs for llms
- openai
- python
- pydantic-v2
- openai-functions
- validation
- openai-function-calli
+451 stars
from 13,643 · score 6.11
6.guidance-ai / guidance
A guidance language for controlling large language models.
+163 stars
from 21,654 · score 5.10