Stars
A collection of design patterns/idioms in Python
SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems
An open-source AI agent that brings the power of Gemini directly into your terminal.
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
A guidance language for controlling large language models.
🚀 The fast, Pythonic way to build MCP servers and clients
An opinionated list of awesome Python frameworks, libraries, software and resources.
Composable building blocks to build LLM Apps
MemoRizz: A Python library serving as a memory layer for AI applications. Leverages popular databases and storage solutions to optimize memory usage. Provides utility classes and methods for effici…
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!
Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with co…
An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.
Set of tools to assess and improve LLM security.
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
📃 A list of practical projects that anyone can solve in any programming language.
VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website …
MCP Server for kicking off and getting status of your crew deployments
The official Python SDK for Model Context Protocol servers and clients
Running Docling as an API service
Python tool for converting files and office documents to Markdown.
MCP server for document format conversion using pandoc.
Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.
Get your documents ready for gen AI
Fast, Accurate, Lightweight Python library to make State of the Art Embedding