Python agents

THE Agentic Debugger — live context-window memory map, INSPECT/REPLAY, cache economics, subagent drill-in, compaction post-mortems, PDF reports.

Skill-Atlas

Jeevan Setu is a sophisticated multi-agent AI system built on the crewAI framework, designed to predict patient surges and optimize hospital preparedness.

Vector databases for generative AI

Minimalist Context Management for message-based GPTs

A FastAPI application that relays client WebSocket connections to OpenAI's Realtime API, enabling seamless integration for real-time speech-to-speech interactions

Leveraging OpenAI's Whisper ASR and GPT-4 models to automate the process of generating meeting minutes from audio recordings, as well as text summary and key point extraction.

🤖 World's first AST-powered AI development agent | Autonomous Django/Flask builder | Zero-token intelligence | Military-grade sandbox | Made in India 🇮🇳

A visual, editable context layer for Codex. AI edit AI's context with surgical precision, giving you more control and freedom over what Codex sees.

Shared memory bus for MCP-compatible agents with permissions, subscriptions, and optional payments.

AI Agent Tools library for Graphlit Platform

AI agents that work while you sleep - schedule workflows, automate tasks 24/7, integrate with Automagik Suite and LangFlow

Using langchain framework created some useful Ai applications.

Lightweight, decoupled RAG evaluation scaffold (dataset → vector store → RAG workflow → evaluation) with a Qwen-based demo.

LLM as Agent

AI-powered chatbot that provides guidance using YouTube video content as a knowledge base. Built with RAG architecture using LangChain, Qdrant, and Google Gemini AI, ElevenLabs and Streamlit.

This script is a chat application that allows users to ask questions about multiple PDF documents implemented with meta's LLAMA2

AIPE (AI Pipeline Engine) is a flexible and powerful tool for creating and executing complex AI workflows

Python SDK for vishwa.ai

This comprehensive course teaches students how to build, deploy, and manage autonomous agents for enterprise workflows using the Swarms library. Students will learn to create robust, scalable agent systems that can handle complex business processes, integrate with existing tools, and maintain long-term memory.

🔍 GemInsights: Unleash Gemini AI on your data! 🚀 Analyze dataframes for valuable insights, replacing traditional data analysis. 📊 A cutting-edge tool revolutionizes the way you analyze dataframes, offering a paradigm shift from conventional data analysis methods.

Testbed for multimodal retrieval augmented generation techniques with FiftyOne, LlamaIndex, and Milvus

A Flask Server Demo Application showing off some llama-index LLM prompt magic, including file upload and parsing :)

[ACL 2026] CoCoA: Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy

CogNetX is an advanced, multimodal neural network architecture inspired by human cognition. It integrates speech, vision, and video processing into one unified framework.

Prompt Assembly Language - A framework for developing LLM prompts as versioned, composable software artifacts

ZyronixBot [WA Multi Device] is a WhatsApp based third party application that provide many services with a real-time automated conversational experience.

🤖️🐱 一个基于 Rasa 的中文聊天机器人——「锅贴」

A user-trainable Knowledge Base / FAQ Slack Bot on AWS SAM based on ChatGPT and Embeddings.

An interview digital assistant built with OpenAI GPT3

Chat-bot for vk.com

NaverTalk Python Library(네이버 톡톡 파이썬 모듈)

Open-source Search GPT engine

Geppetto: Advanced Slack bot using multiple AI models for interactive conversations and creative image generation. Enhances Slack with automated responses and intelligent dialogues, supporting flexible model management and Docker deployment.

微信自动回复机器人

Automates chat replies for Messenger and WhatsApp using PyAutoGUI for UI actions, Pyperclip for clipboard capture, and Groq for AI responses. Cycles configured chat positions, skips replying to your own messages, supports dry-run and logging, and includes cursor tools and easy config for fast testing and demos. Ideal for portfolio demos & research.

An AI chatbot for the Matrix chat protocol which can assume any personality imaginable

Python library to open/close applications in windows.

PyTorch version for Sequential Matching Network

Script that automates Cracking Sora invitation codes by Brute force

A Deep Learning Approach leveraging Transformer style Architectures for signal classification

A connector between OpenAI's GPT-3 and Facebook Messenger.

Deeplot 聊天即绘图

Summarize text content into a Tweet-sized statement using OpenAI's GPT-3 based Davinci model

Translate English to SQL and Python Pandas with OpenAI's GPT-3 Codex model

Pythoness: use natural language to define Python functions.

A Youtube video summarizer using ChatGPT and Youtube APIs. Generate a short mp3 file of the summarized video in ANY languages with only a Youtube link.

Embedded AI search engine for code

Lunary AI Python Client (Analytics, monitoring and evaluations for GenAI apps)

Automatically convert functions to schemas for LLM function calling.

NLP command-line assistant powered by OpenAI

An AI-powered git commit message generator written in python.

Persistent long-term memory for Claude Code — local PostgreSQL + pgvector + Streamlit. Ingests JSONL sessions, extracts insights, builds a knowledge graph, gives Claude its own memory across sessions.

End-to-end natural language to SQL system: schema-aware model fine-tuning, retrieval-augmented prompting, and easy-to-use CLI, powered by a custom fine-tuned Phi-4 Mini.

AI agent for enhancing datasets with information from the internet

Universal Agent Messaging — encrypted agent-to-agent communication protocol

Model-agnostic fleet orchestration for terminal-based AI agents.

Claude Code agents, skills & commands implementing the Harness Engineering Playbook — TDD, adversarial QC, CI/CD self-healing

About Modular AI assistant — 60 built-in tools, multi-provider LLM support (Ollama, OpenAI, Anthropic, Gemini), hybrid memory, WhatsApp/Telegram daemon mode

⚡ Debug your RAG pipeline without leaving the terminal. Real-time chunking visualization, batch testing, quality metrics, and one-click export to LangChain/LlamaIndex.

IAttorney is an intelligent legal assistant built using Flask, LangChain, FAISS, OpenAI, and a RAG (Retrieval-Augmented Generation) pipeline.

The BioContextAI Registry for biomedical MCP servers

[EMNLP 2025 Demo] 🐦ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning

A red teaming agent

Home Assistant custom component that gives OpenClaw access to your smart home

Amazon Bedrock Q&A multi-modal chatbot with advanced RAG

This repository hosts a tool that automates answering questions on Quora using OpenAI's GPT-3. It identifies unanswered questions in specified topics, formulates answers with GPT-3, and posts them on Quora.

An LLM app with Retrieval Augmented Generation (RAG) built using OpenAI GPT models, Langchain Tokenizers, HuggingFace transformers, and Meta BART summarization model wrapped in a NextJS web app hosted completely on AWS

Self-evolving minor-user identification agent for anthropomorphic AI interaction, with trigger evaluation, evidence chains, and deployable protection workflows.

Convert documents, images to high-quality Markdown using Vision LLMs. Built for RAG ingestion pipelines.

Blue is an open-source framework for building enterprise-ready agentic workflows through compound AI system architecture. Blue uses streams for orchestration, structured communication for control, and seamless integration with existing infrastructure.

RAG-enabled multi-agentic system for medical diagnosis and assistance

Game Asset Generator using Artificial Intelligence and NLP. Transforms natural language into game assets such as game objects, worlds, quests, storylines, branching-dialogue trees and 2D textures.

✍️ Dive into this repository to explore a treasure trove of code examples, showcasing various methods and approaches for working with LLMs. These examples are inspired by my own learning journey and personal experiences, designed to ignite your passion for AI and machine learning.

A structured framework for defining, verifying and certifying AI systems.

🚀 A powerful tool to automatically generate descriptive tags for image datasets using both WD Tagger and VLM, with a user-friendly web UI. Perfect for preparing training data for Stable Diffusion and LoRA.

Minimal, async-first Python framework for production LLM apps- 2 hard deps, no magic, no SaaS.

PyDoll MCP Server is a Model Context Protocol (MCP) server built on PyDoll, a next-generation browser automation library. It enables AI assistants like Claude to naturally control web browsers and perform complex web automation tasks.

[ACL 2025] Adaptive Retrieval without Self-Knowledge? Bringing Uncertainty Back Home

AI-powered tool that scrapes Google, extracts web content via Bright Data MCP, and uses AI to generate research-based articles with outlines and insights.

An integration package connecting PyMuPDF4LLM to LangChain

GLaDOS Terminal-based AI Assistant

AI-Tourism Agent 是智能旅游规划系统中的 AI 规划引擎，基于 LangGraph、FastAPI、OpenAI 等技术栈构建。 本服务接收后端转发的用户对话请求，通过 LangGraph 工作流完成意图识别、对话引导、并行获取天气与景点数据，并生成个性化旅游路线与结构化攻略。不直接面向用户，仅与 ai-tourism-backend 通过 HTTP/SSE 通信；会话与历史由后端管理，本服务负责 Checkpoint 状态持久化以支持多轮规划。

The most complete Claude Code toolkit in the wild. 348 skills, 80 commands, 35 agents, stage-gate pipelines, multi-model orchestration, and thinking frameworks -- distilled from six months and 19,030 commits across 104 repositories.

Multi-resource rate limiting for LLM APIs. Reserve tokens before you call, refund what you don't use, stay under the limit across workers.

Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and reciprocal-rank-fusion retrieval. Returns original passages verbatim by default. Available on PyPI as fidelis-memory. MIT.

🌐 Automate Browser using AI with ease.

Autonomous multi-agent coding system on local LLMs. No frameworks, no API costs. Plan → Build → Test → Fix with Qwen 80B + 7B on your own GPUs.

A lightweight, agent-style framework for fact-checking atomic claims using iterative retrieval and verification. Reduces LLM and search cost while maintaining strong factuality performance.

A flexible platform that provides Docker & Kubernetes backends, a lightweight CLI (mcpt), and client utilities for seamless MCP integration. Spin up servers from templates, route requests through a single endpoint with load balancing, and support both deployed (HTTP) and local (stdio) transports — all with sensible defaults and YAML-based configs.

An intelligent customer support system powered by LangGraph and LangChain that uses Retrieval-Augmented Generation (RAG) to provide accurate, context-aware responses to customer queries. Built with FastAPI, FAISS, and multi-stage validation for production-ready deployment.

Benchmarking platform for evaluating AI agents on CTF-style tasks and tool-use workflows.

Drop-in causal memory for AI agents. Append-only event store with associations and bounded memory injection.

Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapters.

Free & Open Source AI Agent — Self-Hosted, Self-Learning, No Vendor API. Qwen2.5-7B + LoRA. 35 tools. Built on Islamic Epistemology (IHOS).

AI-powered development orchestrator: Supports Claude Code, Codex and Langchain Deepagents + Openrouter backend

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

PPO-based RL system for XAUUSD trading. Trained on 2004-2025 gold price data (15-min intervals).

这是一个面向家庭场景的离线监控视频分析系统。项目以 NAS/目录中的摄像头录像为输入，自动完成视频扫描、会话合并、AI 事件识别、家庭日报生成，并提供 Web 管理后台、自然语言问答、Webhook 与 MCP 对外能力。