The fast, Pythonic way to build Model Context Protocol servers 🚀

MinIO is a high-performance, S3 compatible object store, open sourced under GNU AGPLv3 license.

A Python tool to enforce dependencies, using modular architecture 🌎 Open source 🐍 Installable via pip 🔧 Able to be adopted incrementally - ⚡ Implemented with no runtime impact ♾️ Interoperable with…

Turn codebases into prompt-friendly text

Prompt, run, edit, and deploy full-stack web applications using any LLM you want!

A Python framework for building AI agent systems with robust task management in the form of a graph execution engine, inference capabilities, and caching. We support advanced features like State Sn…

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

Simplifies the retrieval, extraction, and training of structured data from various unstructured sources.

ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

Generate RDFS vocabulary files from YAML

The official Python SDK for Model Context Protocol servers and clients

A Python Signal-Slot library inspired by Qt, featuring thread-safe communication, async support, and automatic connection type detection. Perfect for decoupled event-driven architecture and thread …

Bio-Formats image file format to raw format converter

BIOMERO - A python library for easy connecting between OMERO (jobs) and a Slurm cluster

🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser instance that lets you automate the web without worrying about infrastructure.

The easiest, and fastest way to run AI-generated Python code safely

Agentic LLM Vulnerability Scanner / AI red teaming kit

An SVG rendering library.

Collection of OCR-related python tools and wrappers from @OCR-D

A python program that turns an LLM, running on Ollama, into an automated researcher, which will with a single query determine focus areas to investigate, do websearches and scrape content from vari…

Lock-Free Atomics in Python

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

Measure is an open source tool to monitor mobile apps.

The official implementation of the ICML 2024 paper "MemoryLLM: Towards Self-Updatable Large Language Models"

An AI memory layer with short- and long-term storage, semantic clustering, and optional memory decay for context-aware applications.

A compute framework for building Search, RAG, Recommendations and Analytics over complex structured & unstructured data.

A library for replicating your python class between multiple servers, based on raft protocol

Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

Colivara is a suite of services that allows you to store, search, and retrieve documents based on their visual embedding. ColiVara has state of the art retrieval performance on both text and visual…