Python agents

💸Agent stock analysis CLI (Real-time terminal dashboard and backtesting interface) +🔷Microsoft Agent Framework

这是一个结合了RAG（Retrieval-Augmented Generation）和网络搜索功能的Agent项目，能够同时检索本地知识库和进行网络搜索，为用户提供全面的信息服务。项目通过API调用大语言模型进行推理，同时使用本地的bce-embedding-base_v1嵌入模型和Chroma向量数据库处理本地知识库检索，并采用ms-marco-MiniLM-L-6-v2交叉编码模型进行结果重排序。支持多角度查询和抽象查询等高级检索策略，提升检索准确性和回答质量。

[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.

MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.

MR. Video: MapReduce is the Principle for Long Video Understanding

Chat to LLaMa 2 that also provides responses with reference documents over vector database. Locally available model using GPTQ 4bit quantization.

Multimodal RAG based on Llama 3.2

RAGify is designed to enhance search capabilities using Retrieval-Augmented Generation (RAG). By combining traditional web search with AI-driven contextual understanding, RAGify retrieves relevant information from the web and generates concise, human-readable summaries.

This is a complete website in which you can chat with pdf, extract meta data, text, links, image, and lot more . Check my blog for more details: https://medium.com/@amit.2503719/allaboutpdf-tool-for-data-extraction-and-talking-to-pdf-using-chatpdf-feature-f2daea15a59c

Question Answering Generative AI application with Large Language Models (LLMs) and Amazon OpenSearch Service

LangChain and Streamlit RAG Demo App on Community Cloud showcases

AppifyAi: Transform conversations into stunning web apps. Dynamic code generation + intuitive interface. Unleash your creativity effortlessly. Use the power of GPT OpenAI LLM and 🦜️🔗 LangChain ⚡and ChromaDB.

Retrieval-Augmented-Generation of over 1700+ pages of Unreal Engine documentation served through FAISS + OpenAI with LangChain

An experimental open-source AutoGPT and Langchain based tool kit for network security

Dynamic, highly customizable language agents framework

A generalist agent that can go online and accomplish complex tasks using semantic-kernel and autogen.

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.

Project-agnostic, composable AI workflow automation via pi packages and Claude Code plugins.

Claude Multi-Agent Project Management Framework - AI-driven orchestration with LangGraph and OpenAI integration

AI-powered, local-first Todoist analytics, automations, and dashboard with summaries and chat over cached activity.

A Ros Package for Human-centered Interactive Intelligent Humanoid Robots

A Concourse resource that can trigger and pass parameters to jobs using slack

a tiny, exploitable chatbot that can use tools

This is the final year project of university, in which my group is developing a chatbot for university admissions using LLMS and RAG. The bot is powered by Langchain and FastAPI. The UI and frontend is developed in Next.js.

Prompt Injection Attacks against GPT-4, Gemini, Azure, Azure with Jailbreak

Process 1000 calls to ChatGPT API in 2m

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

A Python framework for GPT-driven automations, with an early emphasis on mass file operations.

A minimalistic web app to generate transciption for audio built using Python

Small tool using selenium to get a temporary API endpoint for the ChatGPT Image Input / image recognition feature. Very quickly made, you should not rely on this on prod.

Generate Tableau Workbooks using AI

AI-powered code reviews

AgentMake AI: a kit for developing agentic AI applications that support 24 AI backends and and work with 7 agentic components, such as tools and agents. (Developer: Eliran Wong) Supported backends: anthropic, azure, azure_any, cohere, custom, deepseek, genai, github, github_any, googleai, groq, llamacpp, mistral, ollama, openai, vertexai, xai

Pre-commit hooks collection that utilizes ChatGPT and OpenAI platform to validate changes made to the codebase.

An automated Python tool that uses LLMs and internet to automatically fix your code until it runs perfectly.

A neural network based file sorter. Trains an autoencoder to sort images or audio based on the similarity of their encodings, or uses the OpenAI CLIP model.

LLM Evaluation and Observability System for Football Content

[EMNLP 2025 Findings] A complete cross-modal RAG system for end-to-end speech-to-speech large models, including ASR-based Retrieval and E2E Retrieval.

Network Analysis through LLMs for Knowledge Extraction

A "chat with your data" example: using a large language models (LLM) to interact with our own (local) data. Everything is local: the embedding model, the LLM, the vector database. This is an example of retrieval-augmented generation (RAG): we find relevant sections from our documents and pass it to the LLM as part of the prompt (see pics).

TheNZT is a powerful multi-agent finance query processing system designed to process and respond to finance-related queries efficiently. Leveraging advanced LLM multi-agent collaboration, it provides intelligent solutions for Finance, Company-specific, and Market-related queries.

Autonomous GPU kernel optimization system driven by AI agents.

Joint Multipath++(2nd) for Sim Agent in waymo competition 2023 of CVPR workshop

An open source benchmark for Multi Agent Reinforcement Learning

MAKGED is the first multi-agent framework for collaborative error detection in knowledge graphs.

Anomaly detection in multi-agent trajectories: Code for training, evaluation and the OpenAI highway simulation.

This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforcement learning.

[ICRA2023] The official implementation of paper "Bridging the Domain Gap for Multi-Agent Perception"

Insurance AI Assistant A smart system combining PostgreSQL, Milvus, and specialized AI agents (Life/Home/Auto) to answer insurance queries accurately. Features real-time sync, semantic search via OpenAI embeddings, and a Streamlit UI. Perfect for insurance tech demos or customer service augmentation.

Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.

Code repo for "Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding"

Official Code for "Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory Prediction (AAAI 2021)"

Official implementation of Zero-Hero paper

A simple matrix bot that transcribes your voice to text message

An NVDA Add-on for Integration with OpenAI, MistralAI, and OpenRouter APIs

Learning Selective Communication for Multi-Agent Path Finding

[NeurIPS'2025] "OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis"

[CVPR2024] Multi-agent Collaborative Perception via Motion-aware Robust Communication Network

OpenMindedChatbot is a Proof Of Concept that leverages the power of Open source Large Language Models (LLM) with Function Calling capabilities to provide comprehensive and flexible responses to user queries.

Code of our paper "A Unified Agentic Framework for Evaluating Conditional Image Generation".

Official repository for ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use

Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-complete JSON for MCP and CLI agents.

An open-source framework for building monolithic or distributed agentic systems, ranging from simple LLM calls to compositional workflows and autonomous agents.

Developing Coaching Agents for AI Entrepreneurship

Multi-Robot Pathfinding with GNNs. Project for ML with graphs @ VU Amsterdam

Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated commands. Pre-execution safety validation for Claude Code, Claude Cowork. Catches dangerous commands before they run: whether from AI mistakes, hallucinations, prompt injection, or misunderstood instructions. Seatbelts for the agentic AI era.

A python script COMMAND LINE utility to AUTO GENERATE SUBTITLE FILE (using faster_whisper module which is a reimplementation of OpenAI Whisper module) and TRANSLATED SUBTITLE FILE (using unofficial online Google Translate API) for any video or audio file

Stella - A scalable platform for creating and managing AI agents

Starter template for Claude Code memory system: modular rules with glob patterns, persistent memory, session continuity with auto-handover hook, and .claudeignore setup.

실제 한국어 문서 데이터셋을 기반으로 만든 VLM 벤치마크 데이터셋

An intelligent novel writing agent for consistent long-form storytelling. Powered by LLMs.一个智能小说写作 Agent，专为维护长篇故事连贯性而设计。

Utilize Autonomous AI Agents in a Project Management Office (PMO)

NextAI is an AI-powered app for Frappe and ERPNext, delivering seamless content generation, automation, and productivity enhancements.

AgenticRAG is an advanced AI-powered retrieval-augmented generation (RAG) Agent designed to provide users with an interactive and intelligent conversational experience

PFI: Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Autonomous driving agent in Carla simulator leveraging IL and RL techniques.

Official Implementation of ICLR2025 Paper: Songyuan Zhang, Oswin So, Mitchell Black, Chuchu Fan: "Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control".

Automated email processing with OpenAI Agents SDK + Ollama (qwen3:8b)

Plancraft is a minecraft environment and agent suite to test planning capabilities in LLMs

A股投资LLM-Agent，stock-agent课程项目用版

🔍 AI-powered deep research agent with Web UI. Built on smolagents, featuring process-based architecture, MetaSo/DuckDuckGo search, and Docker deployment. Apache 2.0 licensed.

Causal AI Scientist (CAIS) is an LLM-powered tool for generating data-driven answers to natural language causal queries.

BIM LLM Code Agent with Vector and Graph RAG

Ontology, and Knowledge graph based RAG that uses local LLM.

Full-stack LangGraph real-estate agent for lead intake, property search, Google Calendar scheduling, chat, SMS, and voice workflows

AI-powered web scraping agent built with LangGraph, LangSmith, Firecrawl, and Anthropic AI. Automates intelligent crawling, structured data extraction, and LLM-powered content formatting. Efficiently handles anti-bot mechanisms, error recovery, and batch processing. 🚀

A Claude Code plugin for behavior and workflow guardrails with knowledge accrual

Real-time guardrails for AI coding agents. 77 rules across 8 packs covering code quality, security, and infrastructure safety. Inline ignore directives, path exemptions, hook timing, and session summaries.

AI-powered development tools. 19 agents, 22 commands, 32 skills, 1 hook, 1 MCP server for code review, research, design, and workflow automation.

Open-source multi-agent AI marketing team with personas, shared memory, 130+ skills, and Docker deploys for Railway and DigitalOcean

Open-source AI assistant with voice control, browser automation, desktop overlay, and 109+ tools. Built with Python, Next.js, and Three.js.

MiloAgent — Autonomous AI Growth Agent for Reddit, Twitter/X & Telegram. Self-learning bot with LLM-powered content generation, multi-account management, community automation, and A/B testing. Zero cost, open source.

An AI-powered DJ mixing system that crafts custom mixes from your local MP3s using natural language prompts, analyzing BPM, key, and energy for seamless transitions like crossfade and EQ sweep. Ideal for personal use, it generates a mixed MP3 and detailed JSON setlist/planning files.

AgentWatch — Real-time reasoning auditor and observability platform for AI agents. Catches silent failures in your agent's reasoning chain before they execute — not after they break production.

The financial operating system for AI agents. A single HTTP client that intercepts '402 Payment Required', routes across x402, L402, and MPP, persists credentials as recoverable assets, enforces per-envelope budgets, and emits a structured trace.

Turn your Bilibili favorites and cloud documents into a chat-ready personal knowledge base. Agentic RAG with ASR transcription, Milvus vector search, multi-provider LLM support (OpenAI / Anthropic / DeepSeek), and full source citation.

A Databricks framework for quick Agent solutions

Patch Codex's missing features with agent skills.