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Pysolr — Python Solr client
Fully open-source command-line AI assistant inspired by OpenAI Codex, supporting local language models.
Safely add untrusted strings to HTML/XML markup.
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
This repository has been merged into Canner/WrenAI under the core/ directory
🧩 Modular, composable API views for scalable Django Ninja projects, with built-in CRUD.
🔧 High-performance Python rate limiting library with multiple algorithms (Fixed Window, Sliding Window, Token Bucket, Leaky Bucket & GCRA) and storage backends (Redis, In-Memory).
Useful additions to Django's default TestCase
Full-HD Software Live-Video-Mixer in python
AI-powered SRE platform for automated incident investigation
User friendly Rasterio plugin to read raster datasets.
A python library to artfully visualize Factorio Blueprints and an interactive web demo for using it.
A MCP (Model Context Protocol) server for interacting with dbt.
Official AHE code — Agentic Harness Engineering: observability-driven automatic evolution of coding-agent harnesses (concurrent w/ meta-harness). NexAU-AHE reaches 84.7% ± 2.1 pass@1 on Terminal-Bench 2 (GPT-5.5). Lifts GPT-5.4 69.7→77.0% over 10 iters, beats Codex/ACE/Training-Free GRPO; frozen harness transfers to SWE-bench-Verified.
The Eggdrop IRC Bot
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
Batteries for your Pydantic AI agent.
Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run
Calculate quality metrics with FFmpeg (SSIM, PSNR, VMAF, VIF)
Parses cron schedules to iterate over datetime objects.
A Python feed reader library.
Collection of evals for Inspect AI
Public SDK for Intelligence X
BioMCP: Biomedical Model Context Protocol
Make your meetings accessible to AI Agents
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
Pythonic interface for FFmpeg/FFprobe command line
Python wrapper for the Codegen API - run code agents at scale
Bring your own agent and build a self-improving agentic system. Automatically mine failures, optimize the agent harness, and gate against regressions.