Pydantic is the most widely used data validation library for Python. Fast and extensible, Pydantic parses data and enforces type hints at runtime, providing user-friendly errors when data is invalid. Its core validation engine is implemented in Rust, making it extremely fast for JSON serialization and data schema parsing.
The agent engineering platform.
Build resilient agents.
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
💨 Fast, Async-ready, Openapi, type hints based framework for building APIs
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
AI observability platform for production LLM and agent systems.
Generate Pydantic v2 models, dataclasses, TypedDict, and msgspec.Struct from OpenAPI, JSON Schema, GraphQL, Avro, Protobuf, and raw JSON/YAML/CSV.
Vizro is a low-code toolkit for building high-quality data visualization apps.
Modern scheduling library for Python
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
Represent, send, store and search multimodal data
Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python with performance auto-tuning.
The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
Created by samuelcolvin
Latest release 11 days ago