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Ceph is a distributed object, block, and file storage platform

Qwen3-Coder is the code version of Qwen3, the large language model series developed by Qwen team.

Asynchronous HTTP client/server framework for asyncio and Python

Topic Modelling for Humans

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Hindsight: Agent Memory That Learns

The financial transactions database designed for mission critical safety and performance.

Build realtime web, mobile and desktop apps in Python only. No frontend experience required.

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.

"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"

🦉 Data Versioning and ML Experiments

An orchestration platform for the development, production, and observation of data assets.

MCP Toolbox for Databases is an open source MCP server for databases.

Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

Software to automate the management and configuration of infrastructure and applications at scale.

Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies

Mail-in-a-Box helps individuals take back control of their email by defining a one-click, easy-to-deploy SMTP+everything else server: a mail server in a box.

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

A next generation HTTP client for Python. 🦋

Sampling profiler for Python programs

The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.

Open-source AI coworker, with memory

Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

Browser Harness | Self-healing harness that enables LLMs to complete any task.