Python agents

This project implements an Agentic RAG (Retrieval Augmented Generation) Chatbot, initially accessible via a web interface. The bot's primary role is to serve as a genuine and professional company assistant, capable of engaging with clients, understanding their needs, and effectively guiding them towards purchasing our services and products.

An Open source version of FileQueryBot. Unleash the power of conversational AI on any document. Upload or link files in any format - PDF, TXT, PPTX, DOCX, and more - and let FileQueryBot answer your questions with precision and ease.

Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.

A Flask-based onboarding chatbot utilizing Retrieval-Augmented Generation (RAG) with Llama 3.1:8b, powered by LangChain. Designed to assist new employees with onboarding tasks through intelligent, context-aware responses.

AI chat/voice assistant designed to calculate medical scores

This repository is a mental health chatbot implemented using LangChain

Emotional Chatbot AI Question & Answer Text-Generation Knowledge-based on Formula 1 sport.

GraphRag based chatbot built using LangChain and Neo4j, designed for hospital systems. The chatbot retrieves structured and unstructured data about patients, visits, physicians, insurance payers, and hospital locations. This project also explores integrating graph databases and deploying the chatbot using FastAPI & Streamlit

Upload PDFs, ask questions, and get answers with source references using LangChain, Gradio, and local document storage. An open-source AI-powered Q&A tool with source transparency.

This talk was about how to build intelligent chatbot using OpenAI, Langchain, and Firebase.

SQL Agent powered by LLMs

Cargo is an AI-powered advanced multimodal RAG chatbot designed to enable automotive companies to interact effectively with their extensive user manuals.

Rag Tools for Retrieval QA

Ai driven - command line tool to perform goal-based web searches

Recipe Generator Chatbot 🤖 is designed to assist users in finding and creating delicious recipes tailored to their preferences.

A modular multi-agent system framework leveraging Streamlit and Langgraph to coordinate complex tasks through a dynamically configurable, user-friendly interface.

This project is an automatic web scraper that uses the LLM Ollama gpt-oss:20b to parse the body content of a web page. The application is built using Streamlit for the user interface and various Python libraries for web scraping and parsing.

llm_adaptive_router: Given the following query and candidate models, selects the most appropriate model

We will use langchain and OpenAI to create prompts, scrape web for a given user, find the linkedIn profile, grab the information from the linkedin profile and build a persona around that individual. It will help you to get an idea of who someone is in brief. Thier interests, thier profession.

This project utilizes Crew AI, Python, and ChatGPT to generate informative and engaging AI newsletters.

AI-powered conversational agent for barber shops using RAG, Prompt Engineering, and LLMs. Automates WhatsApp support 24/7

基于LangGraph构建的智能体系统，通过FastAPI暴露OpenAPI接口，实现智能体编排功能。

ContextAgent is a production-ready AI assistant backend with RAG, LangChain, and FastAPI. It ingests documents, uses OpenAI embeddings, and stores vectors in ChromaDB 🐙

An AI assistant for automated metadata generation in markdown blogs, also providing content understanding, summarization, etc.

Fine-tuned Llama 3.1 8B · QLoRA · RAG serving stack · FastAPI · Pinecone · Azure

🚀 Community-driven Naver integrations for LangChain! Seamlessly connect Naver's search, translation, and AI services with LangChain to build powerful AI-driven applications

Your Study Copilot 🤖; A Comprehensive Suite of AI-Powered Study Assistants.

a LangChain SQL Agent that enables intuitive interaction with SQL databases

Sample project to connect Microsoft teams via (Power Automate) to Google Vertex AI project

Click below to visit my website

A powerful Streamlit app that enables seamless interaction with multiple large language models (LLMs) using various media inputs, featuring advanced options for multi-modality, voice responses, chat, summarization, and agent-based tools.

A demo project to build a Google Cloud Certifications Chatbot using Langchain, Google Cloud AI Platform, and Vertex AI.

An intelligent audio analysis tool that automatically transcribes and enables semantic search of audio recordings using Whisper and LangChain.

Check out the blogppost!

BedrockChat acts as a conversational interface, leveraging generative AI models fine-tuned on your content.

Using CrewAI and RAG to build a senior high school QA System and leetcode solver

A Python library for language detection and translation using langchain ChatModels

Repo-gniton is an intelligent tool that helps developers understand, navigate, and work with code repositories. It dynamically ingests GitHub repositories, parses code and documentation, and prepares them for retrieval and AI-powered assistance.

Swarms-Example-1-Click-Template by swarms.ai

Advanced semantic text chunking with custom structural markers, whole-text coherence preservation, and flexible token management. Features async processing, LangChain integration, and dynamic drift detection. Ideal for RAG systems, augmented text processing, and domain-specific document analysis.

An interactive Tic-Tac-Toe game where three AI agents work together using CrewAI as the agent framework and MCP for distributed communication.

A chrome extension that converts long boring vidoes into short concise text using CREWAI and OLLAMA.

Generate production-ready multi-agent AI projects from plain English. Supports CrewAI, LangGraph, WatsonX Orchestrate, CrewAI Flow, and ReAct with built-in sandbox verification, OllaBridge/Ollama inference, and enterprise wizard UI.

Manage Notion tasks efficiently with CrewAI using an agent-driven workflow.

The Satellite-Dispatch is an CrewAI-driven platform designed to facilitate disaster response and recovery efforts using satellite technology.

Novelist agent by autogen

ai; with a little sandbox for them to play.

Evoking excitement.

ResuMate: AI-powered resume screening app using Streamlit, OpenAI, and LlamaIndex. Automate candidate evaluation and boost hiring efficiency.

Kubernetes-Powered Semantic Code Search System

Turn PDF into Notes in seconds📝

Deep Research - Built to tackle complex, layered queries through iterative reasoning and web search. It decomposes queries into steps, synthesizes information from diverse sources, and refines answers through self-evaluation. Web search is powered by a multi-agent system, where specialized agents extract and evaluate content in parallel.

Multi-agent cognitive alignment backend for controlled collaboration.

The only fully open source Cloud Agnostic Semi-Declarative Python framework for AI agents. Build single agents or multi-agent teams with streaming events, parallel execution, and full observability. Cloud-agnostic, simple, no PhD required. Use its industry first Sixth Sense to have agents communicate globally in real time over any boundary.

[ICML 2024] Official environments and JAX-implementations for "Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments"

The core source files to this self-hostable successor to the OpenAI Assistants API. To contribute to the core logic, fork or submit pull requests to this repro.

General-purpose, multi-agent framework for automating tasks using AI agents composed in teams for conversation-based collaboration.

Multi-Agent Combinatorial Path Finding with Heterogeneous Task Duration (MCPF-D)

The universal platform where AI agents discover, collaborate, and access specialized services. One system to orchestrate your entire agent ecosystem.

Multi-session collaboration for Claude Code: atomic locks, handoffs, memory graph, messaging, hub server, bridge, voice I/O. 166 tests. Zero core deps.

COMPASS: Cooperative Multi-Agent Persistent Surveillance using Spatio-Temporal Attention Network.

Implementation of Sven Koenig's class project about MAPF

An LLM-native cognitive harness for React + Effect TypeScript projects

Google Summer of Code 2025 Project: A comprehensive benchmark for evaluating Large Language Models (LLMs) across the five classic AI agent architectures

A lightweight starter kit for building and deploying AI agents with Microsoft Foundry Agent Service, featuring Azure integrations, Bicep infrastructure-as-code, and azd deployment for quickly going from prototype to production.

chat_robot

A sophisticated red-teaming agent built with LangGraph and Ollama to probe OpenAI's GPT-OSS-20B model for vulnerabilities and harmful behaviors. (Specifically built for the OpenAI Open Model Hackathon)

This project demonstrates how to use the Microsoft Agent Framework to build AI-powered workflows for data analysis and reporting.

Agentic AI Stock Analysis is an AI-powered multi-agent system that analyzes stock market trends, provides analyst recommendations, and fetches the latest news using Groq AI models. It integrates financial and web search agents to deliver real-time insights.

Jarvis AI Platform Engineer Multi Agent System

Recursive Claude orchestrator that improves as it builds.

End-to-end reference for building production-ready omni-channel AI agents using Twilio Agent Connect (TAC) SDK and Amazon Bedrock AgentCore on AWS.

A production-ready AI agent demonstration showcasing the cognitive-memory package in action. See how agents learn, remember, and get smarter with each interaction.

A resilient, fault‑tolerant telemetry analytics pipeline designed to validate, benchmark, and stress‑test high‑frequency sensor data streams under real‑world failure conditions. Includes chaos testing, DLQ repair, GPU‑accelerated ingestion, and end‑to‑end reliability validation for motorsport‑grade telemetry environments.

Runtime abstractions and contracts for the UiPath Python SDK.

How to build a backup assistant using AI agents on Amazon Bedrock.

Unix like `ls` for Google Drive

AI Assistant for FMBench (foundation model benchmarking tool)

Agentic Patterns 101 with Loka & Strands-Agents (AWS)

Source code of the Arango online documentation

Video and Voice Agent for SAM 2 Web App

Structured business ontology that gives AI agents deterministic access to institutional reasoning.

AI Engineer capstones progressing from optimization and deep learning to transformers and a final agentic MCP-based incident command system with telemetry and replay.

FinTS banking CLI for humans and agents. Works great with Claude Code/Cowork, Codex, OpenClaw.

Samples to demonstrate how Monocle works for agentic applications

Podcast Summarizer Agent will have LLMs, RAGs, MongoDB, Chatbot, Flutter Mobile app

Merkle Mountain Range audit ledger for tamper-evident logging and cryptographic accountability.

jdr - SOTA performance on "DeepSearch" benchmarks in < 1500 lines of code

Exoclaw agents on Temporal — durable AI agent execution

A configurable agentic CLI running in terminal with tools, skills, file system access, web search, permission management, customized constitution. Use with both online API and local hosted instruction models.

A Rebuttal Engine for Computational Argumentation in Claude Code CLI

Source code for Ayaka's smart home AI assistant

Voz-AI is an AI-powered RAG based voice assistant that is designed to help customers inquire about queries and retrieves the most accurate and relevant information back to them. This project was made for the AIQoD Hackathon 2025, eventually winning us the runner-up position.

Send prompts to Claude.ai directly from your command line!

AI-CMD-X turns plain English into real Windows commands — making the terminal smarter, faster, and incredibly beginner-friendly. Master your machine with the power of AI!

Automate the creation of custom GPT models with data from academic papers and research conferences

A secure MCP (Model Context Protocol) file server providing AI assistants with comprehensive file operations. Features multi-tier authentication, multiple connection modes (stdio/HTTP/public), and safe directory restrictions.

Command Line tool for OpenAI's ChatGPT service

When your complex requests confuse AI This tool transforms vague, multi-goal prompts (e.g., "create a study plan that balances learning, exercise, and hobbies") into unambiguous "action charters" for AI. It detects conflicting objectives in your instructions, clarifies priorities, and ensures AI outputs stay locked on your true intent.