Python agents

An LLM-first AEO analysis skillset for Antigravity, Codex, Claude, Gemini, OpenCode, etc. with 6 specialized sub-skills, 6 specialist agents, and 5 optional utility scripts used as evidence collectors

These #LangChain-powered apps include a Research Assistant that generates reports using web scraping and GPT-4o-mini, and Chat With Video, a #Streamlit app that #transcribes videos and enables content-based Q&A via #embeddings.

AI-powered voice task management application with natural language commands. Built with Streamlit and OpenAI.

Engage in dynamic conversations with PDFs to extract and comprehend information using locally hosted LLM variants of Ollama by integrating RAG.

M1 is a research project exploring large-scale music generation using diffusion transformers. This repository contains the implementation of our proposed architecture combining recent advances in diffusion models, transformer architectures, and music processing.

FastAPI Local RAG Q&A Demo

Production-grade RAG pipelines with evaluation baked in

It shows how to use an agent based on LangGraph with MCP.

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

✨ AI Agent that uses tools and functions to autonomously complete multiple tasks.

Koro — voice-first AI agent that actually does things. Search, code, execute — all via Telegram voice.

Production-grade evaluation framework for Text-to-SQL and SQL AI agents. 50 metrics. Any LLM. pip install sqlas.

An intelligent AI-powered system designed to simulate, monitor, and analyze malicious interactions

an agent skill that gives AI assistants full control over macOS Mail.app

AI agentic setup. Backend-agnostic, RAG, tooling

HumanStudy-Bench: Community Edition — Standardized human study replays for AI agent evaluation

AI Code Mentor is a runtime environment designed for building applications with integrated autonomous AI agents.

A secure database access gateway for AI Agents: Empowering LLM (Agents) with database access capabilities.

A5:DB Document. Create DB Schema layout document for AI Agent.

🦞 OpenClaw Pool — multi-tenant AI agent platform on AWS EC2 Firecracker microVMs with per-tenant isolation, auto-scaling, and web management console.

AI cloud-cost investigator. Dual-model (Opus + Sonnet) reasoning over AWS / GCP billing exports with a 7-layer command validator. Paranoid mode by default — never touches your cloud unless you opt in. By MatrixGard.

Streamlit interface for the pandora_ai GPT4 python console package

🧠 Graph-powered memory for AI agents. NER + co-occurrence graph + Personalized PageRank. Zero LLM cost, CPU-only, 82% faster than vector search. Inspired by SPRIG (arXiv 2602.23372).

Agente de IA especializado em ajudar com pequenos reparos residenciais, construído com LangChain, FastAPI e modelos locais com Ollama

A LangChain tool that enables AI agents to browse safely using deep Web Page inspection. Web access is the #1 attack surface for autonomous AI agents.

精选 Claude Code , Open Code等Agent Skills 合集，覆盖 Agent/Skill 工程化、后端架构、事件驱动、CI/CD、前端设计、文档办公自动化与可视化创作

Your own personal AI interview assistant. Any OS. Any Platform.

This is a project aimed at creating an agent that perpetually thinks and develops itself. It can add entries into an SQLite database and change the structure of that databaase. It also has the ability to search the web when it needs to. It utilizes OpenAI function calling and the responses API. All that is needed to run it is an OpenAI API key.

Android Use Agent

Use a RAG Langchain agent that connects to your supermarket's inventory database and get information about product stocks and locations.

Google Gemini Agentic AI Vision for Wildlife Analytics

Get quick insights from your Data Sources in tables, charts and graphs with with AI-driven audits and optimize your SQL databases.

Chinese metaphysics MCP server — BaZi, Tong Shu, Feng Shui tools for AI agents

LLM powered chatbot of legal domain

A standard protocol that enables LLM applications to interact with EVM-compatible networks.

🎶 Enhance audio quality with ComfyUI-AudioSR, a versatile tool for upscaling sounds to 48kHz for better clarity and listening experience.

FlexiAgent is a simple and easy-to-use framework for creating LLM agents. The agent supports structured output and includes built-in practical agents such as a text2sql agent, allowing for quick deployment in applications.

This project enables users to **generate SQL queries from natural language** using **LLM** of their choice while enforcing **Role-Based Access Control (RBAC)** and **Row-Level Security (RLS)**. It also includes **SQL injection detection** and **sensitive data logging** for compliance and security.

An intelligent multi-agent AI assistant powered by Gemini LLM using the ReAct pattern to orchestrate five specialized agents (crypto, stocks, portfolio, RAG, web search) through MCP. Features a LangGraph supervisor with streaming Gradio UI.

An intelligent learning assistant system providing personalized learning planning based on user profiles.

Your own AI agent. Local. Private. Autonomous. One command.

LLMFlow Search agent processes complex queries, deep searches, and synthesizes information from the web.

Using LLM agents to generate story books for language learners

A conversational AI agent for hassle-free restaurant table reservations on WhatsApp

AI coding agents should work in attempts, not your working tree

Agent development tool-kit

Smart AI career assistant - resume parsing, skill gap analysis, and personalized guidance for students and professionals.

Playing with SetFit approach for few-shot transfer for text classification

Lightning is an ultra-fast AI chatbot powered by Groq LPUs (Language Processing Units), offering one of the fastest inference speeds on the market as of April 2024. With its advanced natural language processing capabilities and lightning-fast response times, Lightning provides an unparalleled conversational experience.

Master GitHub with a Qwen AI app built on LangChain, Hugging Face & FAISS.

AI-powered knowledge base chatbot with RAG. Upload docs, ask questions, get accurate answers with sources. Supports OpenAI/local LLMs.

Personal Project that shows UI based demonstration of Google's State-of-the-Art Gemini Model capabilities

Travel Planner Crew AI Agents - Streamlit App

Voice-first personal knowledge assistant powered by RAG. Upload docs, ask via voice or text, get answers grounded in your own knowledge base.

Lightweight AI inference gateway - local model registry & parameter transformer (Python SDK) - with optional Envoy proxy processor and FastAPI registry server deployment options.

Chat based recommendation system to recommend homes

Siomi is a platform multi-agent AI to generate answers to our clients by messages, documents, graphics, report from big data and more

Cost-aware model routing for LangChain agents. Routes execution turns to a fast model, keeps the expensive model for planning and recovery.

Nicolay is a digital history experiment that uses artificial intelligence to explore the speeches of Abraham Lincoln.

Preventive context management for LangChain agents. Collapses consecutive tool-call groups before they fill the context window.

YouTube - Too Long; Didn't Watch

RockTalk is a private, locally running chatbot using Streamlit for the frontend, LangChain for the logic, and Amazon Bedrock as the backend. The webapp provides a user-friendly interface for interacting with various Language Models (LLMs) with advanced features for customization and data input, while keeping your session data local and private.

Rizz glasses (CarletonU Hackathon)

The method of re-ranking involves a two-stage retrieval system, with re-rankers playing a crucial role in evaluating the relevance of each document to the query. RAG systems can be optimized to mitigate hallucinations and ensure dependable search outcomes by selecting the optimal reranking model.

Building a semantic search engine using LangChain and OpenAI

Intelligent PDF Summarizer and Inquiry Companion

A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.

Ailixir is an application that utilises LLMs and custom user input to generate AI agent prototypes specialised in fields such as health, economics, physics etc. The prototypes enable the user, which is an entrepreneur-developer, to compare the results produced by different LLMs.

LLM agent that provides tools for convenient work with personal documents using voice or text.

This repo mainly encapsulates an LLM model + front-end + back-end for generating stories for children. It was a personal project in April last year and is now open source.

Python-based system designed to transcribe audio files, split the transcripts into manageable chunks, create text embeddings using HuggingFace models, and employ advanced question-answering models for retrieval-based QA.

A Langchain app that allows you to chat with multiple PDFs

🤖 Agentic, open-source resume tailor that auto-optimizes your CV for any job description using ai agents— for Hacktoberfest 2025! 🎃

A RAG (Retrieval-Augmented Generation) AI chatbot that allows users to upload multiple document types (PDF, DOCX, TXT, CSV) and ask questions about the content. Built using LangChain, Hugging Face embeddings, and Streamlit, it enables efficient document search and question answering using vector-based retrieval. 🚀

A hands-on RAG application that converts natural language questions into SQL queries for a real estate database. Built with LangChain, FastAPI, Streamlit, and OpenAI GPT-4o-mini. Perfect for learning Retrieval-Augmented Generation and LLM-powered database interactions.

A fastapi wrapper of babca / python-gsmmodem for a waveshare sim7600x. Not an exact copy of the 'python-gsmmodem' so be sure to uninstall that lib or venv to run | Open-source Twilio with LLM batteries

A temporary/working memory system that assists REMO in handling LLM memories

Driving Dynamic Multi-Participant Chat Interactions for AI and Human Discourse 🤖

Tool for executing C/C++ code snippets with Langchain Agents.

This is a toy Web application written in Flask, featuring a Medical Assistant Chatbot powered by Large Language Models (LLMs) and Retrieval Augmented Generation (RAG).

LLM-powered Quantitative research assistant which combines financial data, quantitative models, and natural laungage generation to produce insightful market research reports. AI/ML + FinTech Engineering

A personal learning space for LangChain, featuring code snippets, notes, and mini-projects to explore LLM integrations. Ideal for beginners aiming to learn quickly through structured examples.

A RAG pipeline that doesn't trust its own answers. 4 AI agents collaborate to route queries, retrieve docs, synthesize answers, and catch hallucinations automatically.

This is the research agent powered UP with most capable GPT-4o model to do the research using several tools like graph generating, web searching , web scraping and access research document databases.

This is a AI Agent developed during a college project for the Machine Learning class. It is trained using the PokeAPI with the PokeBase library from Python and RAG documentation provided by Bulbapedia.

LM Studio에서 실행하는 로컬서버의 LLM과 임베딩을 이용하여 RAG 웹 챗봇 만들기

SmartRAG is a terminal-based RAG system using LangGraph. It processes queries by retrieving relevant content from markdown or PDFs, then responds using OpenAI GPT. Supports webpage-to-PDF conversion, vector DB search, and modular flow control.

On-Premise AI Powered Research Assistant Right In Your Terminal

Domain-agnostic agent orchestration platform. Django + HTMX dashboard, containerized specialist agents, natural language scheduling, multi-provider LLM support.

This AI-powered app enables users to ask questions to their Notion database using natural language.

A german workshop where you learn how to build RAGs with Langchain

AI Data Science Tutor powered by Google Gemini 1.5 Pro Latest offers multi-chat support, persistent memory, voice-to-text input, and IP banning for security. Users can create, rename, and delete chats, ensuring a seamless, secure, and intelligent AI-powered Data Science learning experience. 🚀

NewsBot is an AI-powered Q&A tool that answers questions from uploaded PDFs or web article URLs using LangChain, OpenAI, and Streamlit.

AI Generated text adventure RPG with fully configurable mechanics

Meet MySQL Assistant: Access database info seamlessly with natural language. No SQL expertise required. Simply ask questions, receive clear responses.

RAG (Retrieval-Augmented Generation) app integrated with a voice assistant and knowledge base management system.

Financial Analysis Agent that can get accurate data for a selected company and perform fundamental and technical analysis

基于本地知识库的轻量化对话机器人

DocuMentor is a sophisticated chatbot application designed to assist users in extracting valuable information from uploaded PDF documents. Users can upload PDF files, chat with the AI chatbot to ask questions or seek information related to the document, and receive well-informed responses.