Python agents

LangChain, LangGraph & Deep Agents

Agentic RAG assistant untuk tanya-jawab dokumen PDF pipeline retrieve-grade-generate berbasis LangGraph

🚀 Open-source Autonomous Multi-Agent Data Analyst Platform powered by CrewAI, FastAPI & Vanilla JS. Transform CSV/Excel datasets into executive PDF reports & custom charts.

Open-source control plane for multi-model coding: role-based routing, durable task state, and inspectable run receipts.

Cognitive runtime layer for AI engineering. Adds planning, memory hierarchy, and deterministic execution on top of any language model.

Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGPT/Codex, Copilot, any harness; ntfy relay transport, no ports, no server

Pre-domain framework for transition dynamics and structural enforcement

A citation-integrity-first academic writing system for Claude Code and Obsidian — six roles, a verbatim-to-source quote pipeline, and the governance that keeps it honest.

TradingAgents A股特供版 - 多智能体 LLM 金融分析框架，基于 TauricResearch/TradingAgents 演进

A secure, multi-service orchestration platform for Gmail, Google Calendar, and Google Drive, using pgvector and embeddings for semantic and FTS for keyword search in a hybrid search model.

Agentic pipeline: GitHub releases → AI-powered PDF release notes → Discord. Built with MCP, FastAPI, Claude API, and ReportLab.

Runtime security enforcement for autonomous AI agents.

Anthropic Skills + Structured Programming. For loops, control flow, full VM

Saarthi AI is a proactive commute-planning agent

A voice assistant that sees your screen — hold a key, ask, and it answers out loud on the ChatGPT plan you already pay for. Local speech-to-text + neural TTS, on-screen agent, private local memory. Open source, macOS.

Pyrogram based Id ChatBot

telegram AI that runs on your account. Answers in groups and PMs from personal account

RAG chatbot that answers questions from any PDF or TXT document using semantic search (sentence-transformers) and Flan-T5. Runs locally or as a live Docker deployment on Hugging Face Spaces — no API key needed.

LLM 驱动的一体化图片对话插件。自动生成多维度图像标签，并通过多模态语义分析，实现智能斗图、主动表情、表情包分享等多种功能，支持 4 种导入图库方法。

An AI-powered chatbot system using RAG (Retrieval-Augmented Generation) to help PokeMMO players. Built with a custom data processing pipeline that prioritizes control, performance, and Vietnamese language support.

A roleplaying frontend for use with LLMs.

DocBuddy.ai 🩺 Your Personalized 🪄 Doctor Buddy 👨🏻‍⚕️

A modern, fully-async framework for Bale (بله) bots — inspired by aiogram.

在 AstrBot 中统一管理 Palworld 单服/多服，让群友通过状态、日报、事件与排行参与服内日常；提供可视化设置、分组/逐命令权限，以及默认关闭、仅管理员可用的服务器管控。基于官方 REST API。

Lightweight Python client for DuckDuckGo's AI Chat API (unofficial duck.ai). Supports GPT-4o, Claude, LLaMA, Mixtral & more. Fast, minimal, production-ready.

🧠 Happy2Help is your mental health chatbot

Local-first eval harness for unstructured-document extraction — compare LLMs, OCR/IDP tools, and strategies (cascade/ensemble/verify) on the same cohort.

Long-horizon agent execution harness — reliable autonomous runs for Claude Code, Codex, OpenHands, and custom agents. Goal graphs, spin detection, HITL gates, fork/merge, 8 strategies, 6 validators.

Full-stack WhatsApp inbound SDR system with AI — lead qualification, CRM integration and calendar scheduling

TEKION Slide Generator v4 — AI-driven presentation slide generator (OpenAI GPT-image-2 / Gemini 3.1 Flash). Markdown → 16:9 2K slides → PPTX/PDF. Provider abstraction, Visual/Balanced styles, logo integrity, reference image support.

Graxon: First Open-Source Hybrid RAG to eliminate hallucinations through a persistent Knowledge Graph layer.

A production-style retrieval-augmented generation (RAG) pipeline for arXiv research papers — fetch new papers daily, parse them with a structure-aware PDF model, store metadata in Postgres, chunk + embed each paper, and serve hybrid (BM25 + vector) semantic search via OpenSearch.

AI-powered Toutiao content generation, creator activity discovery, automation and protocol publishing dashboard.

🤖 Comprehensive solution for running Ollama/vLLM API servers in Kaggle notebooks with OpenAI-compatible endpoints

AI-driven analysis workflow that uses LLMs to analyze narratives, content patterns, and information structures.

A semantic type system for validating LLM output intent — Pydantic for meaning.

This repository contains an intelligent web scraping solution that uses ScrapeGraphAI for LLM-powered content extraction and LangGraph for orchestrating the scraping workflow. The system can intelligently crawl websites, extract content using natural language instructions, and search for specific information.

Build enterprise AI agents with DAG scheduling, hierarchical memory, 20+ tools, and multi-level permissions for safe local or sandboxed execution

An intelligent robotic task planner built on ROS 2 Humble, leveraging Large Language Models for high-level reasoning and Nav2 for autonomous navigation

Benchmarking tool for stress testing self-hosted LLMs, Azure OpenAI, and OpenAI APIs. Measure latency, throughput, and optimize performance. 🚀

Turn clothing photos into Vinted listing drafts with AI-assisted copy and comparable-based pricing.

AI-powered market intelligence system for traders — combines real-time news, strategy analysis, macro awareness, and automated reporting using Claude Flow, GPT, and financial APIs.

Provides access to over 250+ models inside claude-code , opencode , codex and more. Free. Unlimited.

Clean and simple Python SDK for OpenAI-compatible LLM APIs. Features real-time streaming with reasoning parsing, automatic tool-to-callable routing, structured output, vision, and system prompts.

Saudi-aware PII detection & redaction for LLM pipelines. Checksum-validates National ID, Iqama, IBAN, CR, VAT, +966 numbers, passport & more; evasion-resistant; redacts before OpenAI/Anthropic with PDPL/NDMO audit. Local-first, zero telemetry.

Git LFS for your LLM context — 20x Context Savings — an MCP server that keeps big documents out of the model and returns byte-exact quotes for a fraction of the tokens.

Source-backed skills that turn official Claude and Codex training into reliable daily workflows.

Claude skill: 把一个生活妙招选题端到端做成可直接发布的竖屏 AI 短视频(自带 AI 配音)。双锚定一致性 + 全中文分镜 + 火山 ARK 单网关。End-to-end AI short-video skill with native voiceover.

每日 AI 大厂动态卡片：抓取 Anthropic 等官方动态→中文策展→小红书/公众号卡片→GitHub Pages 审核页。内含可安装 Agent Skill ai-daily-digest。

💼 The portable memory layer for AI coding tools — one shared brain that follows you across Claude Code, Cursor, Windsurf & Conductor. Install once, never re-explain your project again.

Long-term memory for AI agents that stays correct — zero-dependency Python + MCP server for Claude Code. When a fact is corrected, the old value stops coming back.

Python implementations, C++ structures, and CUDA GPU kernels that demonstrate the core algorithms, memory allocators, quantization schemes, disaggregation transports, and latency profilers used in modern LLM serving engines like vLLM, SGLang, TensorRT-LLM, llama.cpp, NVIDIA Dynamo, and LMCache.

RAG (Retrieval-Augmented Generation) backend for organisational Terraform module knowledge.

Singapore job search and resume workflow with 76K+ live postings, RAG matching, ATS scoring, and validation-gated AI tailoring.

Convert .eml email exports to Markdown with YAML front matter

RAG answers you can verify — citations, faithfulness checks, exportable evidence reports

The ultimate privacy-first, multimodal data extraction and Local RAG workspace. Transform PDFs, Images, Audio, YouTube, and dynamic Web pages into AI-ready Markdown with 100% local vector storage.

Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdown vault by meaning, not keyword.

本地法律知识库建设一体化工厂 — 从 PDF/DOCX/图片到可对外服务的业务咨询智能体，一个包搞定

Automated Medical Content Generation using n8n, LLM prompts, and SEO workflows.

Fast markdown RAG with multi-provider embeddings (Vertex AI, Gemini, OpenAI, Voyage), incremental indexing with mtime/size fast-path, stale vector pruning, Milvus vector store.

MetaRAG is an open-source engine that takes the guesswork out of RAG pipeline design. Instead of manually tuning chunking strategies, retrieval backends, and rerankers, MetaRAG benchmarks them against your own queries and routes each one to whichever configuration actually performs best on your data.

Local-first Plaud recording pipeline and personal knowledge timeline with Python, SQLite, Qdrant, RAG, 3D graphs, MCP tools, and a SwiftUI companion.

Trợ lý AI tiếng Việt chạy hoàn toàn offline trên máy cá nhân — giọng nói, bộ nhớ dài hạn, RAG an ninh mạng có trích nguồn, giao diện orb kiểu Jarvis. Tự fine-tune QLoRA trên Qwen3-4B, không phụ thuộc API bên ngoài.

Local-first content research pipeline and Creator Intelligence System

CI-friendly RAG evaluation: retrieval metrics, LLM-as-judge faithfulness, and a regression gate that fails your build when quality drops

Minimalist, deterministic, lightweight, fast, and portable verification of AI-generated text: measure groundedness in a source as verbatim reuse (contiguous matching) or verbatim paraphrasing (LCS). Use as a decorator over generate(), a CLI or a CI gate. Useful for research and production purposes.

AI-powered educational assessment generation platform for instructors, trainers, and enterprise knowledge management systems.

agent-skills for chonkie's ecosystem

QAFD-RAG is a graph-based retrieval-augmented generation framework that uses query-aware flow diffusion to retrieve contextually relevant subgraphs from a knowledge graph with statistical retrieval guarantees.

HackerRank Orchestrate hackathon AI agents: a multi-modal damage-claim verifier (3rd of 1,773) and a support-triage RAG agent (60th of 1,349). The model describes; plain code decides

Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.

Elevate MCP servers into authenticated HTTP endpoints. Self-hosted, in one container.

Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

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

This is OS of AI. And AI model.

Link to insight - AI distillation from any URL

AI analyst toolkit for Terra Invicta: save analyzers, code-verified mechanics docs, and a lessons library

IRCv3 platform adapter for Hermes Agent (SASL, observe-mode, runtime channel agency, chathistory persistence)

Open-source Hermes Agent skills: real-time travel tools for AI agents — Google Places search, weather & live flight status

面向电赛视觉的泰山派 RK3566 Linux Codex/CC Skill：从题目分析、板端探测到 OpenCV/V4L2、UART/GPIO/RKNN 验证与工程验收。

智衍 EvolvIQ —— 全球首个开源 AI-Native 工业 Agent 平台。25 个工业智能分身覆盖产线·管理·供应链三层（供应链/良率/质量追溯/DFM/OEE/设备预测维护等），支持 MCP 能力联邦、OPC-UA/Modbus/MQTT 工业协议网关与 Neo4j 跨 Agent 知识图谱。Apache-2.0 全开源。

AI 面试八股「讲成人话」📖 真实大模型/LLM/Agent/RAG 面试题 + 零基础也能看懂的大白话讲解 | Plain-language explanations of real LLM/AI interview questions.

Hermes Agent 主动消息方案

Hermes WeChat Multi-Account Plugin (iLink Bot API)

A skill that analyzes A-share trading signals using chip structure, resonance, KDJ, Wyckoff, and Chan theory. 利用筹码结构、共振、KDJ、威科夫和缠论分析A股信号的skill。

Chat with your SQL database in plain English — a fully local AI agent powered by Ollama, RAG-based schema retrieval, and multi-database support; no data leaves your machine

One-click Render deploy template for nanobot — a lightweight self-hostable AI agent

Chronicle Plugins — event-sourced memory provider + memory-aware context engine for Hermes Agent.

OpenAI-compatible media generation gateway for AI Agents. Supports multi-provider image/video generation, model routing, prompt enhancement, and built-in Web Studio.

Natural-language-to-SQL agent built with LangGraph and FastAPI. Ask questions in plain English, get answers from your database. Powers QueryDB (querydb.in) — self-host or use free at querydb.in

AI Web：面向 Web 自动化测试的自然语言 Browser Agent 执行平台，支持多浏览器调度、任务队列与可追溯报告。

An open source AI roleplay agent harness. One click builds an autonomous character agent that creates with you. Websites, code, music, videos, drawings, stories. Runs any SillyTavern card, deploys in one command, works in a phone browser.

LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge Format) bundles.

Production-grade prompt engineering curriculum — 7 modules covering foundations, reasoning, RAG, security, and evaluation. Model-agnostic (OpenAI/Anthropic/Ollama), runnable notebooks, mini-projects, Mermaid diagrams. Not prompt tips — prompt engineering as a discipline.

AI-powered ConstructionRetrieval-Augmented Generation system built with FastAPI, Streamlit, Groq LLMs.

A virtual life form dedicated to progress together with you and your team / 一个致力于与您和您的团队共同进步的虚拟生命体

OpenCode + Ollama multi-agent workflow with builder/reviewer agents, headless runs, skills, validation gates, local session evidence, and redaction tools.

Production multi-agent Claude Code skill — turns a voiceover MP3 into a full whiteboard-explainer YouTube episode. Brief-on-disk + SHA256 verify, gated 2-wave generation, vision review loops.

Risk-adaptive Codex workflow with policy-level caps, native quality gates, and optional Superpowers handoff.