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Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
A benchmark for LLMs on complicated tasks in the terminal
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
music21: a Toolkit for Computer-Aided Musical Analysis and Computational Musicology
Interactive architecture diagrams for codebases
Fava - web interface for Beancount
A CLI utility for taking screenshots of websites, recording video demos and scraping sites using JavaScript
Rasterio reads and writes geospatial raster datasets
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Official Code of Memento: Fine-tuning LLM Agents without Fine-tuning LLMs
Simple, modern and fast file watching and code reload for Python, written in Rust
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
High level asynchronous concurrency and networking framework that works on top of either Trio or asyncio
A portable and vast media library solution.
A cross platform Bluetooth Low Energy Client for Python using asyncio
Ralph is the CMDB / Asset Management system for data center and back office hardware.
API Documentation for Python Projects
Data-centric LLM training with dynamic sample selection, domain mixture optimization, and example reweighting inside the LLaMA-Factory training loop.
Desktop Backup Client for Borg Backup
Network Automation and Programmability Abstraction Layer with Multivendor support
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance
macOS Security Compliance Project
🥂 Gracefully face hCaptcha challenge with multimodal large language model.
A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.
A snappy, keyboard-centric terminal user interface for interacting with large language models. Chat with ChatGPT, Claude, Llama 3, Phi 3, Mistral, Gemma and more.
Turn any computer or edge device into a command center for your computer vision projects.
Render any git repo into a single static HTML page for humans or LLMs
Django starter project with 🔋