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

Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with comma…

Resources for Jacqui Read's workshops, talks and courses

Supercharge Your LLM Application Evaluations 🚀

The LLM Evaluation Framework

Bonus materials, exercises, and example projects for our Python tutorials

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Agent Framework / shim to use Pydantic with LLMs

Data validation using Python type hints

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

Build resilient language agents as graphs.

Python bindings for llama.cpp

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Generator Tricks for Systems Programmers (Tutorial)

Effective Python: Second Edition — Source Code and Errata for the Book

Define, Prompt and Test MCP enabled Agents and Workflows

Utilities to use the Hugging Face Hub API

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

Repository of my experiments with MCP

RAG that intelligently adapts to your use case, data, and queries

Model Context Protocol Servers

A simple web scraper to extract Product Data and Pricing from Amazon

A repository of servers and clients from the Model Context Protocol tutorials

Databricks MCP Server

A very small module to add Linked Data API functionality to a Python FastAPI or Flask installation

JSON-LD parser and serializer plugins for RDFLib

RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.