Language
Python agents
61,093 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
61,093 agents · ranked by popularity · refine in the directory →
Python agents — page 224 of 611
Autonomous AI Agent for Windows - Your intelligent, always-on AI assistant with screen understanding and task automation.
Turn a YouTube URL or a thinker's name into a two-voice podcast — every quote checked verbatim, rendered locally by Kokoro TTS.
Python wrapper for the OpenRouter API
Type-safe prompt management with automatic optimization for LLMs. DSPy-style optimization, A/B testing, multimodal support, and more.
Generate Anthropic Claude tool use schemas based on type annotations and function docstrings.
AI-powered PR reviews using your own LLM API key (Anthropic, OpenAI, Gemini)
🗞️ Daily curated AI news from Anthropic, OpenAI, Google Gemini & GitHub — trilingual (中文/日本語/EN), dark/light mode, zero dependencies
A Python implementation of the VETTING (Verification and Evaluation Tool for Targeting Invalid Narrative Generation) framework for LLM safety and educational applications.
Anthropic prompt generator. Giving a task description string (e.g. Write me an email) and optional prompt variable string list (e.g. [COMPANY_NAME]. If empty Claude will pick variables, it'd generate the prompt template including possible prompt variables (e.g. <recipient> {$RECIPIENT} </recipient>). Python 3.10+/poetry/VSCode/.env/osx
AI pretends to be paper/textbook author, you can ask it questions about the paper as a whole, specific parts of it right in the PDF viewing app (e.g. Apple Preview) using annotations and see the replies there.
Frontend to OpenAI and Anthropic's LLM APIs with Markdown formatting. Focus on simplicity, extensibility and customizability.
HumanEval 模型评估工具
A simple, elegant Python library and Mini SDK for AI models with powerful features. Built for developers who want to integrate AI into their projects without dealing with complex API setup. Supports Google Gemini, OpenAI, Anthropic, and any custom provider via the Adapter Pattern.
Streaming PII proxy for LLM chat. Pluggable detector, per-session vault, and cryptographic provenance-anchored reversal (PASP) that closes the false-attribution attack every other streaming library silently has.
A sophisticated multi-model AI agent framework with intelligent task routing, extensible plugin architecture, and advanced resource optimization.
🤖 Production-grade autonomous customer support agent using Claude AI & MCP achieving 100% first-contact resolution. Built for Claude Architect Certification (Scenario 1) - demonstrates agentic architecture, tool design, and reliability patterns.
Use Claude (Anthropic) as your Odoo 19 AI provider — agents, tool calling, RAG, and web search.
Skim: A MCP server for Claude Code — skim large outputs, return only schema. Save context, save tokens.
AWS Summit 2024 Jakarta --- ObservabilityAI: Memanfaatkan Amazon Bedrock Untuk Memantau Kinerja RESTful API Golang
A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.
A RAG-based framework for constructing scientific knowledge graphs.
RAG Q&A system
🧠 AI Memory Proxy: LLM with persistent user memory using PostgreSQL + pgvector. AI-driven fact extraction, semantic search, single API call optimization.
Structured Turkish Constitution dataset in Markdown and JSON for search, legaltech, NLP, and RAG applications.
A self deployable LLM application with our innovational IC framework (a RAG method)
This is standard mini–RAG Application from scratch
Chat with your PDFs using local AI models Process PDF documents and have interactive conversations with their content. Everything runs locally - no data leaves your machine.
Framework for Retrieval-Augmented Generation (RAG)
Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models
Complete open-source data platform with Airbyte, Dremio, dbt, and Apache Superset - Documented in 18 languages
RAG-Based Research Assistant
Dynamic Few-Shot Prompting is a Python package that dynamically selects N samples that are contextually close to the user's task or query from a knowledge base (similar to RAG) to include in the prompt.
A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.
EntRAG - Enterprise RAG Benchmark
Local RAG system with realtime auto ingestion of documents and notes and exposed via MCP to be used with Local or Cloud based LLMs
A RAG assistant for reviewing your notes
Final project for LLM Zoomcamp 2024
RAGify is a modern chat application that provides accurate, hallucination-free answers by grounding responses in your documents. No more made-up information - if the answer isn't in your knowledge base, RAGify tells you so.
AI-Powered Knowledge Graph Extraction from Scientific Papers
Model Context Protocol server for advanced RAG with Knowledge Graphs
me.fyi python backend with core LLM and RAG logic, flask API, Twitter bot
A framework for evaluating various customization techniques for foundation models (FMs) using your own dataset. This includes approaches like RAG, fine-tuning, and a hybrid method that combines both
Arcade Tools for using LLMs to interact with Obsidian Vault contents
A retrieval-augmented generation (RAG) system for exploring bioinformatics software via natural language, using metadata from bio.tools and a local LLM
A flexible Haystack 2.0 pipeline integrating Retrieval-Augmented Generation (RAG) with any OpenAPI service
🧩 Intelligent Chunking Methods for Code Documentation RAG
A comprehensive RAG FastAPI service that handles document uploads and retrievals, built with Python. Uses PyMuPDF for document processing, turbopuffer for vector storage, OpenAI for models, and cohere for reranking.
Self-hosted and local-first application for inference and RAG on consumer grade hardware.
An Abstraction Using a similar API to Pinecone but implemented with pgvector python
A Python project that deploys a Local RAG chatbot using Ollama API. Refines answers with Deep Research from external websites, and uses both Embedding and LLM models.
AutoML/Unstructured Data Processing for RAG and LLM Dataset Creation. Current Database Options are: Qdrant or Marqo DB.
A utility to chat with documents
Summarization extension for text-generation-webui, combining both general information & specific information via structured summarization data & RAG for near-perfect memory.
A Retrieval-Augmented Generation (RAG) System for PDF Chat using Qdrant Vector Database.
12-Types-of-RAG, Python, Typescript, ...
Fastest way to make a RAG for your current website. WIP
Teaching Tool: Local RAG and LLM Chat over Logseq with LlamaIndex + Ollama + Chroma
下一代PC本地自动化多智能体框架
Local AI workstation dashboard Neuralforge— manage LLMs, agents, RAG, Telegram AI bot with 14 meme personas & voice cloning, image/video/3D generation, and LoRA fine-tuning and SMM module from a single web UI. Runs entirely on your hardware.
An advanced environmental science chatbot powered by cutting-edge technologies like Langchain, Llama2, Chatlit, FAISS, and RAG, providing insightful answers to environmental queries
Legal Document Retrieval task focuses on determining which legal articles are relevant to a specific legal question.
A Streamlit-based application that analyzes resumes using AI to extract skills, experience, and qualifications, helping recruiters make data-driven hiring decisions.
DAUT – Documentation Auto Updater - AI-powered documentation generator for your codebase. MCP-Connector
Pointer-based skill retrieval for LLM agents. The alternative to vector DB RAG.
A Retrieval Augmented Generation (RAG) implementation in python using django and streamlit, along with a working authentication system.
"A Retrieval-Augmented Generation (RAG) system for document query and summarization using vector-based search and language models.
Experimental hierarchical external memory for AI assistants, designed to reduce context contamination and localize memory updates.
High level AI chatbot module, wraps OpenAI GPT Chat API. Examples are given for Slack, Google Chat, and FastAPI
A powerful RAG tool that scrapes YouTube channel videos, extracts transcripts, and enables AI-powered chat interactions using Google's Gemini API.
基于Flask的日记管理与情绪分析llm应用，结合了现代心理学理论和大模型技术，为用户提供安全、私密的日记记录和智能情感分析体验。
Official Code repository of our approach Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation
AI long-form novel writing pipeline with SQLite memory, guard registry, continuity evidence, anti-hallucination checks, and revision loop.
Convert your repositories into PDFs and structured JSON outputs, giving LLMs full context of your codebase
Oshepherd: Ollama instances Orchestration
Weld connected structure toolkit for agent-first repository discovery
Experimental MCP tool-list filtering proxy for large agent tool catalogs.
Delta Compression for Fine-tuned Models and Datasets
Trigger-Driven Dynamic Context Loading for Code-Aware LLM Agents
29 Claude Code Skills + Obsidian Knowledge Base = Full ABA Clinical Supervision Automation | AI驱动的ABA临床督导自动化系统
Automates personalized internship outreach emails using Python, Gmail API & Google Sheets — with smart delays, template rotation, and logging.
即插即用的 AI Agent 技能集合 — 飞书集成 · Mermaid 图表 · Codex 编排 · 前端设计规格
AI-powered brand monitoring workflow using Bright Data SDK, OpenAI & SendGrid. Automatically scrapes Google News, analyzes sentiment & emails reports.
Zing plans, builds, tests, and ships clean code with AI. Zing keeps you in charge at each step. This is the Zen of Zing.
Minimal CLI companion for calling ida-pro-mcp over SSE from shell scripts, lightweight agents, and general AI workflows.
WebDriver BiDi-first browser harness for AI agents, inspired by browser-use/browser-harness.
Playwright but for any app on any OS
Graph-native workspace backend for OpenClaw — 312 skills, 27 clusters, embedded Cypher via Neo4j. Zero flat files, zero daemons.
🧘 NoWorries (无事) - 开源 AI 桌面助手 | Open-source AI Desktop Agent with Permanent Memory & Safe Mode | Claude Code / Codex / Qoder 平替。基于 OpenClaw / OpenWork / Pi Agent 开发
Production-grade AI Agent orchestration scaffold based on Agno + AgentOS. Supports 8 model providers (OpenRouter/OpenAI/Google/Anthropic/Alibaba/Volcengine), multi-agent Teams, and conditional Workflows.
Write-capable Solana AI agent — swap tokens, send SOL, and manage your wallet through natural language. Experimental: review before trusting with funds.
AI-readable codebase navigation indexes (README_AI.md) via a deterministic CLI — coding agents navigate faster, with fewer tokens. A/B-benchmarked.
Real-time dashboard to launch and monitor multi-agent AI missions using CrewAI + Groq. Choose Swarm Research, Feasibility Sprints, or Conference Planning, watch agents collaborate live with streaming timeline, Mermaid graph, token counter, and history.
Official Python SDK: Multi-agent payments, x402 Auto-Pay, and Base L2/USDC support.
Chrome DevTools for AI Agents — real-time observability, hallucination detection, session replay, and cost tracking. MIT licensed.
A community-curated collection of tips, tricks, hidden features, prompt templates, and code snippets for getting the most out of Claude AI.
🕵️ Multi-agent AI system template powered by Gemini CLI — automate daily ops with 10 specialized agents
Local pre-write containment harness for AI coding agents. Deterministic policy enforcement with advisory Mamba SSM structural scoring. Confirmed >10x reduction in invalid policy writes vs vanilla Claude Code.
Zero-code YAML-driven agent orchestration over strands-agents
Runtime Gateway for AI Agents. 17-phase security pipeline between agents and LLM APIs. Works with OpenClaw, Paperclip, Claude Code, Cursor. Open source, MIT license.