Python agents

🛠️ Build and customize Claude Code agents with tools and Docker isolation for efficient production workflows and advanced reasoning capabilities.

This repository showcases the implementation of a Multi-Agent Research RAG (Retriever-Augmented Generation) Tool built with LangGraph.

MCP server for UiPath - Robotic Process Automation (RPA) platform

AI music producer agent using SuperComposer and FoxDot. Generate and live code music with natural language through a beautiful Streamlit interface.

AI Agent Task Marketplace — Humans Watch, Agents Collaborate.

Multi-agent AI coding assistant with persistent memory, governed execution, and continuous learning

Silent dependency injection through AI documentation pipelines. 240 isolated Docker runs proving Context Hub's zero-sanitization MCP server lets poisoned docs compromise developer projects without warning.

AI-powered job search agent: scrape jobs, match against a profile, draft applications, notify, and track outcomes.

Interactive visualization of a goal-based AI agent using the A* search algorithm to solve pathfinding in a grid environment. Built with Python to demonstrate heuristic search, intelligent agents, and optimal path planning.

✈️ Streamline your travel planning with a multi-agent AI that collaborates to fetch real-time data and craft personalized itineraries effortlessly.

Expressly - Text Transformation App

Pydantic AI + FastAPI Starter

AI-Native Agentic Development Framework — a Claude Code template with 11 specialist agents, structured multi-agent review, and automated quality gates

JSON-Native AI Visual Direction Engine

AtomMind is a lightweight Small Scientific Language Model (Sslm) for reasoning across Math, Physics, Chemistry, and Biology using domain experts, symbolic reasoning, and optimization modules. It supports optional memory and self-monitoring to improve problem-solving and accuracy.

Formal behavioral specification and runtime enforcement for autonomous AI agents. Agent Behavioral Contracts (ABC).

Berkeley Pac-Man 🤤◽◽◽👻 projects 0, 1 & 2 solutions

Timbre con IA que atiende, responde a toda hora y envía notificaciones por Telegram

One local index - MCP interface - Works with any AI agent

A Chrome Dinosaur game clone powered by NEAT (NeuroEvolution of Augmenting Topologies) that evolves neural networks to play and master the game through generations of training. Watch AI dinosaurs learn, adapt, and overcome obstacles in real-time with visualized network structures.

Repo-native project memory for AI-assisted development: workorders, playbooks, examples, checks, handoff rules, and release-readiness discipline.

A composable Python DSL for building GBNF grammars compatible with llama.cpp.

Before Google integrated Gemini into Google Workspace & Gmail, I built a multi-agent AI system using CrewAI, Flask, & React. Summarizes Gmail emails, generates replies with human review, extracts AI newsletters, & posts to X/LinkedIn. Customizable, scalable, & modern.

Track anything in streaming with Grounding DINO, SAM 2, and LLM

we're addicted to solve some real issues ~ Team ComputeXor

LangGraph Memory Chatbot — Persistent Conversational AI with LangChain + FastAPI + Streamlit

LLM-powered OSINT agent that discovers validator infrastructure beyond on-chain data. Sui, Solana, and more.

Generate solution architecture diagrams

🗺️ MRRA: A Mobility Retrieve-and-Reflect Agent for Mobility Prediction.

HAcoBot is an AI Comand Bot for HA that handles dashboard cards, automations, blueprints, scenes, scripts and system stuff via (voice)chat

Controllable and Transparent LLM Application Framework

Run Ollama models on Google Colab

context handover with increased security, brain child of RELAY_context

Runtime for agents operating on Canopy: wake on real work, route addressed coordination, and leave evidence.

🎨 Create stunning product marketing visuals and content effortlessly with our multi-agent system using the Swarms framework.

Use an LLM agent to automate ordering food and other items from Deliveroo, Uber Eats, DoorDash, etc.

🚀 AlphaCrew: Production-grade multi-agent hedge fund platform powered by CrewAI Enterprise. Features live trading via Alpaca, real-time performance monitoring with Grafana, and human oversight through Slack. Built for sophisticated algorithmic trading and portfolio management.

Large Language Model (LLM) chatbot with a custom knowledge base

zmongo_toolbag contains an easy to use MongoDB wrapper with a Langchain Vector Search Retriever implementation

RAG with Redis. Parallel implementations with/without guardrails.

AI-powered medical chatbot capable of providing symptom-based advice, recommending doctors, and retrieving medical documents.

Local-first RAG engine with cited answers from your own docs. GraphRAG, sealed sharing, MCP-native, VS Code Copilot integration. Nothing leaves your machine.

Semantic Search on Langchain Github Issues with Weaviate

A powerful AI chatbot built with Streamlit and Groq API that combines text-based interaction, document processing, and vector search capabilities. Features include multi-format document handling (PDF, PPT, Excel) and intelligent model selection.

It is a sophisticated agent designed to meet a wide range of user needs through advanced language understanding and decision-making capabilities. Powered by Google's LLM Gemini-Pro,, this agent integrates a suite of special tools to facilitate searches across various platforms including DuckDuckGo, Wikipedia, Google Scholar and Arxiv.

(Developing) A realistic anime waifu chatbot based on Google Gemini and Langchain library.

An AI-powered code reviewer supporting multiple programming languages, including: Python, JavaScript, Ruby, Java, SQL

LangChain agent with ollama for QA your papers

Langchain agent that generates and executes Python code to interact with Airtable using the MCP code execution pattern from [Anthropic's blog](https://www.anthropic.com/engineering/code-execution-with-mcp).

LangGraph-powered conversational AI assistant — multi-turn memory, OpenRouter API, tool calling, OOP architecture. Live on Render.

🎓 AI-powered student productivity suite: convert docs to notes, manage timetables & todos, and chat with Isabella AI using a RAG-powered knowledge assistant. FastAPI + React + MongoDB + Gemini/LongCat/GPT/Microsoft/Mistral models.

A local multi-agent RAG system where four LangGraph agents (Planner → Retriever → Critic → Synthesizer) collaborate to answer research questions from academic PDFs, with real benchmark results: 87% RAGAS faithfulness, 22pp hallucination reduction via LLM-as-judge, and 0% failure rate under Locust load testing.

This is a Streamlit app that leverages LangChain, a language processing toolchain, to generate responses based on user prompts and perform document similarity searches using Chroma.

Privacy-first local RAG app — chat with your PDFs using Ollama (llama3) + LangChain + ChromaDB + Streamlit. 100% offline, no API key needed.

Local AI coder agent in langgraph. like lovable but works locally.

PickSmart AI-powered shopping assistant platform for personalized product recommendations implemented by Groq API, Tavily, Langchain, and Langgraph

Document understanding with GPT 3.5 integrated with Telegram

LangChain + LangGraph client using tools from a MCP server

Simple Generative AI enabled Streamlit web application that answers general questions from PDF documents provided to it.

Tool-using GPT agent, equipped with Knowledge Base and ability to search using Google.

Multimindbot is a chatbot designed to help users find specific content without having to search through the entire website. It is specially tailored for the college admission counseling process and keeps a record of the chat history for the current session. The entire chatbot is created using Rag-langchain and Streamlit.

Developed a web application utilizing Streamlit, LangChain, and OpenAI's GPT model, designed to analyze, review, and enhance code quality, providing users with intelligent feedback and optimized code solutions.

An enterprise-grade, full-stack AI travel planner which provides data-driven itineraries for Lucknow, India and showcases production-ready architecture, combining a FastAPI backend with a Streamlit frontend. It leverages an advanced agentic RAG system, context-aware responses by integrating a local knowledge base with live, external APIs.

AI-powered CSV dashboard with chat-based data querying, auto-generated reports, and visual insights using FastAPI, LangChain & Gemini.

ScholarAI: multi-agent ai deep researcher built using langgraph and gemini-2.5 models

The GenericSuite AI for Python (backend version)

Langchain Tool wrapped around Ionic SDK & OpenAPI Spec

Telegram bot that uses preset prompts to help users communicate like native English speakers.

A simple Q & A App built using Python and Langchain

Open-source context runtime and governance layer for coding agents. MCP server + Python SDK (Anthropic, LangChain, OpenAI Agents, Google ADK) with shared procedures, failure rescue, loop detection, cost tracking, and cross-vendor model routing across Claude Code, Codex, Copilot, opencode, and any MCP host.

Este repositório reúne uma coleção de recursos e ferramentas relacionadas à inteligência artificial generativa (IA Generativa). Organizado em tópicos específicos, você encontrará links para cursos, documentação, vídeos educativos, projetos práticos e muito mais.

Chat with MYSQL database

建立數位銀行RAG增強檢索的問答機器人

A Diet Generator app using ollama and langchain

SenatorAssembly

LangChain integration for FoxNose

Using Doc2Vec, Langchain and OpenAI to chat with Natserract blog https://engineering-natserract.vercel.app/

An educational app powered by Gemini, a large language model provides 5 components a chatbot for real-time Q&A,an image & text question answerer,a general QA platform, a tool to generate MCQs with verified answers, and a system to ask questions about uploaded PDFs. https://drive.google.com/file/d/1M1WT-L419ML_j43dQIyABCy8Ni79NyIq/view?usp=sharing

Data Whisperer is a chatbot that allows you to analyze your local files using Large Language Models (LLMs). You can upload PDFs, Markdown, Text, and Document files to the chatbot and then ask questions related to the content of these files.

Question Answering Generative AI application with Large Language Models and RAG powered by Amazon Bedrock and Amazon Kendra

RAG model created in langchain using python to tune Gemini API and give it context through tokenization of pdfs into vectorization of the databases.

Hierarchical multi-agent customer support system built with LangGraph, Groq LLM, FastAPI & Next.js — featuring autonomous agent teams for analysis, research & quality review

MultiDocWebchat combines the functionality of a PDF document reader with a powerful QA bot for in-depth document exploration.

A LLM project to help researchers to find exact information from the research papers and articles.

In this project, I created an application using Google Gemini Pro and Langchain to process multiple PDF documents. We will use FAISS vector embeddings to enhance document processing capabilities.

Practical workshop materials for a graduate-level course on Conversational Agents, taught at Université Côte d’Azur (Master’s in Artificial Intelligence, 2024-2025). This repo includes 7 sessions designed to teach students how to build, deploy, and evaluate conversational using Python, FastAPI, Langchain, and LLM focus on real-world use cases

A Gradio-powered app using LangChain and Hugging Face models for multilingual translation, supporting 10+ language pairs. Features enhanced Cantonese translation, dual modes, GPU acceleration, a user-friendly UI, and batch processing capabilities for seamless text translation.

Enterprise-ready AI agent template. FastAPI + LangGraph + RAG. Ship production agents in hours.

🛡️Secure and sandboxed API to execute Python code, upload files, install packages, and manage isolated sessions. Ideal for running untrusted code and ensuring application security.

This is an implementation of cover letter generator using LLama3.1, LangChain, ChromaDB and Streamlit

This is a chatbot QA RAG project implemented using LangChain, which answers based only on the context and is flexible to update and integrate with different LLM models and various vector databases

An Agentic AI Research Playground for building AI Agents and Mult-Agent systems leveraging open-source models, libraries, and frameworks. Models used to run agents locally on Nvidia RTX A2000 GPU - 8GB VRAM include the quantized Ollama models: llama3.1:8b-instruct-q8_0, llama3.1:8b_q8_0, qwen2.5:7b-instruct-q8_0, and qwen2.5-coder:7b-instruct-q8_0.

Lots of little applications showing langchain at work

Design and develop your own AI chatbot with Streamlit! This session will guide you through setting up a chatbot interface, integrating a language model, and handling user interactions—all with minimal code.

learn langgraph step by step

Stone Scraper is an AI-powered tool for automated web data extraction. Built with Streamlit, Langchain, and Selenium to transform unstructured web content into clean, actionable insights. CURRENTLY WORKING ON OPEN AI API CLOUD DEPLOYMENT. Try it out ⬇️⬇️

Production-ready Retrieval-Augmented Generation (RAG) platform for intelligent log analysis, error diagnostics, and incident resolution. Built with LangChain and LangServe, the system provides an API-first, modular architecture designed for scalable observability and DevOps workflows.

Ask Manyu App to let users chat with multiple PDFs. Built with LangChain, OpenAI, Streamlit.

Python-based MultiPDF Chatbot using Hugging Face and StreamLit