Repository History
312 repositories tagged with Python
Faiss: Efficient Similarity Search and Clustering for Dense Vectors
Faiss is a library developed by Meta's Fundamental AI Research (FAIR) group, designed for efficient similarity search and clustering of dense vectors. It offers a comprehensive suite of algorithms capable of handling vector sets of any size, including those that exceed RAM capacity. With complete wrappers for Python/numpy and GPU implementations, Faiss provides robust solutions for various vector comparison tasks.
learn-claude-code: Build AI Coding Agents from Scratch with Python
The learn-claude-code repository offers a progressive tutorial to demystify AI coding agents like Claude Code, Kode, and Cursor Agent. It teaches users how modern AI agents work by building them from scratch, starting with a minimal 16-line Bash agent. This project emphasizes the core concept of "Model as Agent" through five evolving versions.
Darkus: An Onion Websites Searcher for Deep and Dark Web Exploration
Darkus is a powerful Python-based tool designed to search onion websites using various deep/dark web search engines. It provides a command-line interface to find specific keywords and retrieve relevant links. This project is intended for research and educational purposes only, emphasizing responsible usage.
vLLM CLI: A Powerful Command-Line Interface for Serving LLMs with vLLM
vLLM CLI is an intuitive command-line interface tool designed to simplify serving Large Language Models using vLLM. It offers both interactive and direct CLI modes, enabling efficient model management, real-time server monitoring, and advanced configuration. This tool streamlines the deployment and management of LLMs, making it accessible for various use cases.
PyQtGraph: Fast Data Visualization and GUI Tools for Scientific Applications
PyQtGraph is a powerful, pure-Python graphics library tailored for scientific and engineering applications. It provides fast data visualization and GUI tools, leveraging NumPy for numerical processing, Qt's GraphicsView for 2D, and OpenGL for 3D displays. This makes it an excellent choice for high-performance data plotting and interactive interfaces.
lagent: A Lightweight Framework for Building LLM-Based Agents
lagent is a lightweight, open-source framework developed by InternLM, designed for efficiently building large language model (LLM)-based agents. It provides a PyTorch-inspired design philosophy, making it intuitive for developers to create and manage multi-agent applications. This framework simplifies the process of agent communication, memory management, and tool integration.
LMQL: A Language for Constraint-Guided and Efficient LLM Programming
LMQL is an innovative programming language that extends Python, designed for efficient and constraint-guided programming of Large Language Models (LLMs). It allows developers to interweave traditional programming logic with native LLM calls, offering advanced control over model behavior through features like constraints, rich control flow, and optimized runtimes. This makes it easier to build complex LLM-powered applications with greater precision and efficiency.
Speakr: Self-Hosted AI Transcription and Intelligent Note-Taking Platform
Speakr is a powerful, self-hosted web application for transcribing audio recordings into organized, searchable, and intelligent notes. It prioritizes privacy by running on your own infrastructure and offers advanced AI features like speaker identification, interactive chat, and semantic search. This platform is ideal for individuals and groups seeking to transform audio into actionable insights while maintaining full control over their data.
CSM: A Conversational Speech Generation Model by SesameAILabs
CSM (Conversational Speech Model) is an advanced speech generation model from SesameAILabs, designed to create RVQ audio codes from text and audio inputs. It leverages a Llama backbone and a smaller audio decoder for Mimi audio codes, enabling high-quality, context-aware speech synthesis. The model is now natively available in Hugging Face Transformers, making it accessible for researchers and developers.
fast-agent: Build and Orchestrate Multimodal AI Agents and Workflows
fast-agent is a powerful Python framework designed for creating and interacting with sophisticated multimodal AI agents and workflows. It offers a simple, declarative syntax for defining agents, comprehensive model support, and unique features like end-to-end tested MCP (Multi-modal Communication Protocol) integration. Developers can rapidly build, test, and deploy complex agent applications with advanced capabilities such as structured outputs, vision, and various orchestration patterns.
CloakQuest3r: Uncovering Real IPs Behind Cloudflare and Reverse Proxies
CloakQuest3r is an open-source Python tool designed for security professionals to uncover the real origin IP addresses of websites protected by Cloudflare and other reverse proxy services. It achieves this through comprehensive subdomain enumeration, DNS history analysis, and SSL certificate examination. This tool is invaluable for authorized security testing and strengthening web infrastructure defenses.
Papermerge DMS: Open Source Document Management for Digital Archives
Papermerge DMS is an open-source document management system specifically designed for scanned documents and digital archives. It leverages OCR technology to extract and index text, enabling full-text search and efficient organization. With a modern web UI, it provides a desktop-like experience for managing various document formats.