Python agents

AI-powered Norwegian grocery shopping assistant using RAG (Pinecone + Llama 3.3). Find prices, store locations, and get shopping advice across Kiwi, Meny, Rema 1000, and more. Deployed on Hugging Face Spaces.

Local AI assistant with a SvelteKit web UI. Multi-phase pipeline (route → plan → generate → validate) on top of llama.cpp, Ollama, or LM Studio. RAG, web search, no API keys, no cloud.

⚡ Interactive AI assistant that transforms YouTube videos into a chat experience using RAG (Retrieval-Augmented Generation). Built with Streamlit, LangChain, and Gemini API.

CLI-based AI coding assistant using AWS Bedrock and Claude models. Features interactive mode, file context, git integration, web search, and image analysis.

Your friendly AI assistant that lives in your terminal.

Твой личный кибер-кентуха. Поясняю за железо, разгоняю скуку и баню душнил. Работаю на Gemini, живу по понятиям.

A powerful, local-first AI orchestration layer that unifies advanced LLM reasoning, real-time voice synthesis, and local system automation. Featuring a Flask-based web interface, this system uses a smart Gemini API rotation strategy with a Groq fallback.

🤖 AI-powered personal finance platform with 📊 real-time insights, 📱 automated expense tracking, and 💡 intelligent financial guidance.

基于 OneBot v11 的可扩展 QQ 机器人框架，内置插件系统、会话管理、调度、指标监控与热重载，支持快速开发与稳定运行。

The fastest, most efficient library for running GGUF models with maximum throughput and zero-config hardware optimization.

Skills based claude code plugins for generating automation on multiple platform.

An AI-powered chatbot aimed to deliver accurate and contextually relevant responses by combining the strengths of pre-trained language models with specialized agents

Context Integrity Verification System - система защиты ИИ-агентов от атак на память и контекст, таких как memory injection, prompt injection, tampering и replay.

AI-powered Pizza Order Bot built with Streamlit and Groq's LLaMA 3. The bot takes pizza orders, handles delivery or pickup, summarizes the order, and responds like a human. Fast, natural, and customizable — ideal for learning chatbot integration with LLMs and real-time user interaction.

Self-hosted Mac assistant powered by Claude Code. Telegram, Discord, Slack, iMessage, Web — same butler, anywhere.

MCP server for code structure analysis across 20+ languages. Tree-sitter powered. Works with Claude Code and Claude Desktop.

ContainMind enables AI assistants to interact intelligently with containerized environments, regardless of the underlying runtime (Docker, containerd, CRI-O, etc.). Through its Model Context Protocol (MCP) interface, AI agents can inspect, monitor, and control containers using natural language

Multi-agent AI code review system that uses consensus between specialized agents to provide high-quality inline feedback.

Local-first macOS coding assistant with a FastAPI backend, Swift workspace app, and floating overlay.

AI assistant with MCP integration, agent skills, knowledge graph, and task scheduling

Educational AI chat client: provider abstraction, token compression & state management in ~600 lines Python. Learn robust AI integration patterns.

Chatbot educativo con IA local (Ollama + RAG) para asistencia académica universitaria. Sistema completo con autenticación, historial de sesiones, dashboard de métricas y diagnósticos de rendimiento..

AI assistant backend for document-based question answering using RAG (LangChain, OpenAI, FastAPI, ChromaDB). Features modular architecture, multi-tool agents, conversational memory, semantic search, PDF/Docx/Markdown processing, and production-ready deployment with Docker.

Python-based voice-controlled desktop assistant with automation, AI responses, system control, and productivity modes.

Give Claude Code a memory that persists across sessions and survives context compaction. Zero dependencies, pure Python, 30-second install.

Claude Code security snippets for safer permissions, sandboxing, and shell guardrails.

A Claude Code plugin that turns any project's docs into a persistent, compounding, LLM-maintained knowledge base — with hook-enforced discipline at tool-call time. Inspired by Andrej Karpathy's llm-wiki.md gist.

This is a FastAPI service that provides a RESTful API for the Anthropic Claude AI model using anthropic-sdk-python.

WhatsApp Business API from Claude Code — create templates, send messages, run ops in natural language. Direct Meta Cloud API, no BSP.

CLI benchmark suite for LLM providers and OpenAI-compatible gateways. Measure TTFT, latency, p95, throughput, warmup, and history.

Makes educational YouTube videos easier to absorb and remember — by turning them into structured notes, flashcards, and quizzes with AI-powered semantic analysis.

Many minds, one insight! Research Agent built with LangGraph and Anthropic.

Generate a Customized Poem for Valentine's Day using Anthropic, Twilio SendGrid, Replicate, and Exa!

curl for prompts. Run .prompt files against any LLM (Anthropic, OpenAI, Ollama) from the terminal. Treat prompts as code — version them, review them in PRs, and test them in CI.

API key rotation and model fallback proxy — battle-tested on OpenRouter, supports Anthropic, OpenAI, and Gemini

A simple and easy-to-use Python wrapper for popular LLM APIs (OpenAI, Anthropic, and more).

A lightweight CLI tool to seamlessly switch between AI providers for Claude Code and Codex

See which files burn your LLM tokens — fix them automatically. CI budget gate + MCP server + adapters for Claude, GPT-4o, Gemini, Ollama.

Your local Claude Code terminal, accessible from your phone. Approve permissions, send commands, watch it work — all over Tailscale. No cloud, no relay, nothing leaves your machine.

An agentic based model for searching the appropriate advisor for searched topics

Plug-and-play LLM connector via YAML config — 21 providers, async, tool calling, structured outputs, embeddings, middleware. Zero bloat.

[Graph-RAG | Claude 3.5 | MCP] Production-ready, GDPR-compliant Graph RAG blueprint for European enterprises — FalkorDB Knowledge Graph + Anthropic Claude + MCP

RAG-powered chatbot with swappable LLM providers (OpenAI, Ollama, Anthropic) and vector stores (Chroma, FAISS)

This project is a simple chat application built using Streamlit that interfaces with Amazon Bedrock's Anthropic Claude model to generate responses to user input. The application allows users to type a message and receive a generated response using the power of AI.

PRISM v3.4: Progressive Retrieval-Optimised Information Structure Maker - A methodology for transforming monolithic system prompts into Claude Projects-optimised knowledge architectures

Convert WeChat Official Account articles to clean Markdown with metadata extraction, image download, and code block support for easy content reuse.

Python SDK for email & SMS in AI agents. Give your agent an inbox in 4 lines. LangChain, CrewAI, OpenAI Agents SDK, Claude — powered by Commune.

The full-stack safety layer for AI agents. Budget limits, prompt injection shields, PII filtering, output firewalls, and hooks — in 2 lines of code.

A powerful AI-powered tool to analyze, optimize, and transform your code into high-performance, quality software.

An AI-powered research assistant that leverages Retrieval-Augmented Generation (RAG) to provide accurate responses to user queries by retrieving relevant documents and reasoning through complex questions.

Automatically extracts JSON from markdown/text, repairs common AI mistakes, validates structure. Returns clean data when successful, detailed feedback for retries when not.

🚀 Publish to WordPress effortlessly with this Claude skill, offering Gutenberg support, smart category selection, and SEO tag generation via REST API.

Connection-based memory lifecycle for Claude Code — entries that connect to other knowledge survive, isolated ones fade. Built entirely with hooks.

Aurvek is an open-source AI chat platform with multi-provider support, real-time voice calls, WhatsApp integration, and a prompt marketplace with custom landing pages.

A Model Context Protocol (MCP) server for numerical computations with NumPy

🇮🇳 MCP server for real-time NSE/BSE Indian stock market data — live quotes, fundamentals, financials, peer comparison & dividends. Built for AI-powered equity research. No API key required.

New York AI Hackathon Use Cases - Complete implementation guides for building AI solutions using Microsoft technologies

Model Context Protocol server for travel aggregation. Search flights and hotels, track flights in real-time, and find the best travel dates using Amadeus and AviationStack APIs.

pytest for LLM apps - Test for grounding failures, prompt injection, safety violations, and regressions

The official Python library for the Edgee AI Gateway

LLM Knowledge Compiler — compiles raw documents into a structured markdown wiki. Inspired by Karpathy's workflow.

Signed, offline-verifiable evidence for tool-using AI systems.

An Agent-Computer Interface (ACI) for AI-driven machine learning.

A collaborative AI reasoning platform built with Reflex that facilitates dialogue between Claude (Anthropic) and GPT (OpenAI). The application enables two LLMs to independently respond to prompts, critique each other's outputs, and iteratively converge on shared conclusions through multiple rounds of discussion.

Skills ecosystem for autonomous software development

Text-Editor-CLI is a Python command-line tool to read, edit, analyze, and save text files with word counts, terms, replacements, highlights, and an interactive interface 🐙

macOS menu bar app showing Claude usage limits and reset times

A visual closing ceremony for Claude Code sessions — moon phase ASCII art + personality-matched haiku

Anthropic's computer use controlling a Macbook

🎙️ Automate podcasting with skills: download YouTube videos, process audio, and manage content efficiently—all in one comprehensive toolkit.

AI-powered file translator using Anthropic's Claude model. Supports JSON, XML, XLIFF, TXT, and Markdown.

The definitive guide to configuring Claude Code for maximum performance. 190+ skills, 33 agents, battle-tested templates, and a one-prompt setup.

Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.

Chainlit-based LLM web chat

A simple RAG implementation of the Mistral 7B Instruct model on a fully open-source stack.

一个基于RAG架构和LLM能力开发的AI搜索工具，专为检索GitHub用户Star项目中与查询相关的内容，并提供简洁的项目信息。

[WORK IN PROGRESS] Complete vector search stack • Document processing pipeline • Semantic chunking • Embedding generation • Advanced retrieval strategies • Production-ready microservice

Simple AI agent RAG chatbot based on Python, Ollama, Langchain, Gradio. Included tools: real time weather, calculate, local documents RAG, local SQL database .

Dune themed RAG based LLM ChatBot | Using Ollama, DeepSeek, Neo4J and LangChain

Multi-source RAG assistant — chat with PDFs, research YouTube channels, explore GitHub repos, discuss research papers. LangChain + Chroma db + PIneCone + HuggingFace. Live on HuggingFace Spaces.

A RAG system for spotify

LLM-based Listwise Reranker for Retrieval-Augmented Generation (RAG) over GitHub code repositories. Includes advanced retrieval, reranking, summarization, and evaluation with Recall@K.

Google A2A Protocol integrated with MCP Design Pattern

A 100% local semantic code search tool featuring hybrid search (vector + BM25), AST-aware chunking, and native MCP integration for AI coding assistants.

📜 A universal documentation standard that gives AI agents instant project context via structured history, semantic vector search, and commit-triggered automation. By Oveja 🐑

A Langgraph system for streamlining client interactions, ensuring every customer receives a quick and accurate response. 🌟

AI-powered workflow tool for Slack and Jira integration

Natural language search over HuggingFace model cards - built with RAG, LoRA fine-tuning, and LLM evaluation to compare approaches.

Open-source tool to visualise your GraphRAG 🔮 可视化 GraphRAG 的开源工具 🔮

🤖 RAGbot – a RAG chatbot ✨ featuring a React frontend with 📝 Markdown rendering & ➗ LaTeX support, 🐍 Python FastAPI backend, 🔍 FAISS vector database for semantic search, 🧠 Sentence Transformers embeddings (all-MiniLM-L6-v2), 🦙 LongCat LLM integration, 📄 PDF/Markdown document indexing, and 🎨 responsive dark mode UI!

A high-performance FastAPI service that generates vector embeddings for semantic search. Uses the intfloat/multilingual-e5-large model for high-quality multilingual embeddings.

▎Eternal memory for any AI — local, private, portable. Fixes context drift and compaction permanently. Works with Claude, GPT, Gemini, Grok, Cursor, Zed and any MCP-compatible AI.

UniBot is a chatbot for universities. It utilizes Retrieval Augmented Generation (RAG) to improve the accuracy of responses.

Efficiently search and retrieve information from PDF documents using a Retrieval-Augmented Generation (RAG) approach. This project leverages DeepSeek-R1 (1.5B) for advanced language understanding, FAISS for high-speed vector search, and Hugging Face’s ecosystem for enhanced NLP capabilities. With an intuitive Streamlit interface and Ollama for mode

A RAG model that takes document input and answers query related pertaining to the document

Full-stack platform that scrapes, stores, and analyzes sports betting odds in real time using a LangGraph AI agent powered by DeepSeek V3.1.

A lightweight expert-system framework for modeling and testing medical diagnostic rules, with multiple approaches.

:book: BRACE — Bible retrieval-augmented (Catholic edition)

Smart Corpus — AI-Powered Document Intelligence Platform with Knowledge Graph, Semantic Search & RAG Q&A. 100% local deployment. 持续更新的智能语料库系统