DSPy: The framework for programming—not prompting—language models

Generator-based operators for asynchronous iteration

The Security Toolkit for LLM Interactions

An end-to-end LLM reference implementation providing a Q&A interface for Airflow and Astronomer

Ultra fast asyncio event loop.

A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.

A program synthesis framework for verified lifting applications

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

A fast and thorough lazy object proxy.

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

🦜🔗 Build context-aware reasoning applications

LLM Prompt Injection Detector

Interact with your documents using the power of GPT, 100% privately, no data leaks

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

LLM inference in C/C++

AI code-writing assistant that understands data content

Python frame stack sampler for CPython

Run your dbt Core projects as Apache Airflow DAGs and Task Groups with a few lines of code

Fast, secure, efficient backup program

Work with your web service, database, and streaming schemas in a single format.

Cloud cost estimates for Terraform in pull requests💰📉 Shift FinOps Left!

Reverse engineered ChatGPT API

Python SQL Parser and Transpiler

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Audits Python environments, requirements files and dependency trees for known security vulnerabilities, and can automatically fix them

A lightweight WebAssembly runtime that is fast, secure, and standards-compliant

🎨 Diagram as Code for prototyping cloud system architectures