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GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

🧠 Leon is your open-source personal assistant.

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

Universal Command Line Interface for Amazon Web Services

Network Analysis in Python

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.

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

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​.

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

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

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.

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

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

Asynchronous HTTP client/server framework for asyncio and Python

"DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)"

Topic Modelling for Humans

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

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

Simple, unified interface to multiple Generative AI providers

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

A lightweight, lightning-fast, in-process vector database

Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

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

⚡A CLI tool for code structural search, lint and rewriting. Written in Rust

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

🦉 Data Versioning and ML Experiments

"OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!"

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