Python agents

Streamlined Development with AI An all-in-one platform integrating LLMs for code generation, reviews, documentation, testing, profiling, and security scanning. Features a Streamlit interface with vector-based indexing using Hugging Face and LlamaIndex for efficient, context-aware operations.

The Agent that evolves through use, distills session experience into domain knowledge, then converts knowledge into executable skills.

Minion agent integration with Moltbook - the social network for AI agents 🦞

Self-improvement loops for OpenClaw agents via multi-model LLM council

An terminal based (IRC-style) LLM-powered coding tool

AgentGovernor is a declarative AI workflow planner that enables secure, auditable, and cost-efficient MCP tool execution through validated PlanYAML workflows.

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.

Enable fast, private web browsing with CloakBrowser, designed to block trackers and protect user privacy seamlessly across platforms.

This repo is established for the 3rd MoFA Super Agent Campathon, 2025

🧪⚡ Lightweight, hackable multi-agent orchestration lab. YAML configs, CLI + Python API, 10 presets, transcripts, checkpoints. Perfect for LLM experiments!

AI agents for WhiteboxTools

Autonomous AI development pipeline powered by Claude -- ships reviewed PRs from your backlog or generates cross-repo specs.

ARI — Autonomous Research Infrastructure: end-to-end autonomous scientific research pipeline

✊ Let your agent grind on your projects 24x7 fully autonomously

Compilation of info on AI `deep research` tools

OpenTelemetry-native, local-first observability for AI agents. DuckDB on disk, Next.js viewer on localhost, no SaaS. Adapters for Anthropic, OpenAI, LangGraph, AutoGen, CrewAI, and Claude Code's native OTel emit.

ClusterOps is an enterprise-grade Python library developed and maintained by the Swarms Team to help you manage and execute agents on specific CPUs and GPUs across clusters. This tool enables advanced CPU and GPU selection, dynamic task allocation, and resource monitoring, making it ideal for high-performance distributed computing environments.

A RAG application feeding on board games running locally. Create a database with your favorite board game rulesets and query the RAG model to get answers to your questions!

This project combines two functionalities: a Code Interpreter using LLM Agent Orchestration and Tool Utilization, and a ReAct LangChain Agent example.ReAct agent using LangChain, integrated with a custom tool to calculate the length of a given text. It serves as a foundational example for building more complex, tool-augmented LLM applications.

This repository contains the code for the information extraction app that uses langchain to extract a structured output from unstructured data for a particular schema.

PyroScan AI is a GenAI-powered multi-agent system for real-time forest fire prediction across 10 global zones. Designed for researchers and disaster teams, it includes agents for fire detection, weather analysis, and historical data mining. Deployable via CLI or Docker.

Real-world AI agents that think, search, write, and build - powered by LangGraph and modular LLM

Python SDK for LangChain

This tool uses an SQL Agent from LangChain and ChatGPT-3.5 to translate natural language queries into SQL commands. Users can modify queries, visualize data, or export it, simplifying database interactions.

Multi-step Agentic Self-Corrective RAG with websearch

LLM chatbot example using OpenVINO with RAG (Retrieval Augmented Generation).

AI powered agents with Bitcoin and Stacks tooling.

AI chatbot 🤖 for chat with CSV, PDF, TXT files 📄 and YTB videos 🎥 | using Langchain🦜 | OpenAI | Streamlit ⚡

AI-chatbot with access to various tools (API's and custom functions) and responds back to the user on whatsapp using Twilio

Vector search-based chatbot to help retail investors analyze company 10K and 10Q filings.

hnn-llm streamlines access to Human Neocortical Neurosolver (HNN) guide with advanced search mechanisms and efficient information retrieval.

Documind is an intelligent desktop assistant that allows users to upload documents (PDF, DOCX, TXT) and ask natural language questions about their contents. It leverages local LLMs via Ollama, integrates advanced OCR for scanned files, and uses semantic indexing with LangChain + FAISS to deliver fast, context-aware answers.

A basic "retrieval augmented generation" (RAG) app with Langchain and OpenAI in Python + Pinecone + Gradio app.

🧠 Jarvis is a private AI assistant that allows you to conduct conversations in written and full voice form. Jarvis is connected to the user's private data and can perform tasks, e.g. setting meetings in Google Calendar

A code review AI assistant that suggests improvements in the provided code

LexTransition AI is an open-source, offline-first legal assistant. It helps users navigate the transition from old Indian laws (IPC/CrPC/IEA) to the new **BNS/BNSS/BSA** frameworks. Using local Machine Learning and OCR, it analyzes legal documents and maps law sections with 100% grounded accuracy.

RAG demo with Langchain , Gemini and NVidia NIM Models

RAG-Powered Healthcare Assistant is an AI-driven tool using Retrieval-Augmented Generation (RAG) with multilingual support (Darija, Arabic, English) to provide personalized health info. It features Prescription OCR, multilingual queries, and a Pharmacy Locator to offer tailored, accurate healthcare responses and services.

Intelligently optimize LaTeX resumes with AI-powered keyword integration

Multi-Agent system with Supervisor an Coordinator agent using LangChain, LangGraph, Gemini, ChromaDB, Streamlit.

In this project, I've implemented LLMs on custom data, using the power of RAG and Langchain.

learn llama_index step by step

🧑‍💻 LLM Listwise Reranker for CodeRAG

This chatbot lets users upload and query multiple documents, using RAG to provide precise answers by combining retrieval and generation techniques.

Example application for constructing and running an LLM-based LangChain SQL Agent based on GPT-4o mini that can dynamically query a database and invoke multiple visualization tools

DOC TALK - AI is an interactive application with Streamlit that allows users to chat with their documents using artificial intelligence.

This is ChatBot Django Base Backend App. It uses RAG GPT Api's

A Scripting Language for Building LLM Apps

Sub-second RAG regression testing. Define golden questions, detect lost chunks in CI. pytest for your RAG pipeline.

An AI assistant for jMonkeyEngine and related projects.

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

This repository contains Model Context Protocol (MCP) server implementations that demonstrate how to create and integrate custom tools and data sources with AI applications. MCP is an open-source standard that enables AI applications like Claude or ChatGPT to connect to external systems, data sources, and tools in a standardized way.

Gradio demo of LLM chatbot using RAGs

AI Debate Arena: Streamlit app for AI model debates. Features multi-model support (GPT, Claude, Gemini, LLaMA, Mistral), customizable topics, and dynamic scoring. Engages various AI models through different API providers in structured debates with real-time evaluation. Ideal for exploring AI capabilities and comparing model performance.

I built a chatbot based on LLaMA 3 and stable diffusion. You can ask him anything, upload PDF files and question them and even generate images !

📘 Metriqe AI Training Repository – A curated collection of hands-on course materials and code for Metriqe’s corporate training in Python and Generative AI. This repo includes examples and notebooks covering core Python, OpenAI chatbots, LangChain workflows with LangFlow, LangGraph multimodal agents, Google A2A & Anthropic MCP integrations.

Building a multilingual chat bot using Cohere, LangChain, and Databutton

[DEPRECATED] CybertraceAI is an open-source AI agent that simplifies network management through natural language interactions.

An implementation of Retrieval Augmented Generation (RAG) to enhance Large Language Models for Document Q&A and Information Retrieval.

Interact with your PDF documents effortlessly

An Bot wich can use most of Large Language Models

Telegram bot based on langraph, providing information about your IT company's services

AI-Agent powered academic paper discovery engine

Rewrite large texts using deep learning.

finLLM using llama-2-7b-chat-ggml, langchain, chainlit, and faiss vector db on encyclopedia of finance, sfsu

Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.

Demo server for NLUX's website, that uses LangChain and OpenAI

Ask questions to your code base using the power of LLMs.

The Video Generator App uses OpenAI to generate story scripts from user-provided topics and NovitaAI to convert these scripts into videos. It's an intuitive Streamlit-based tool for creating engaging video content.

Streamlit-based chatbot leveraging Ollama via LangChain and PostHog-LLM for advanced logging and monitoring

Collection of my Agent Skills and books.

利用langgraph搭建agent工作流，采用异步并发及mcp，skill，支持langsmith对agent进行评测

CDoc lets you chat with your documents using local LLMs, combining Ollama, ChromaDB, and LangChain for offline, secure, and efficient information extraction. Perfect for researchers, developers, and professionals seeking quick insights from their documents.

Use your ComfyUI anywhere. ComfyPlus_Anywhere is an open-source plugin that lets you deploy ComfyUI on any computer and remotely access it from any device with a simple Token connection.

LangChain integration for ZeusDB, a high-performance Rust-powered vector database with lightning-fast search, metadata-aware filtering, and scalable RAG pipelines.

A LineBot implemented using LangChain, featuring conversation isolation and memory, and implemented using clean architecture for practice.

automated issue to code diff generator

Declarative prompting and optimization for LangChain-style pipelines. Enterprise ready.

AI Agents Streamlit App using Crew AI

An agent-optimization framework ✨

O Ecossistema de Inovação Corporativa é um projeto avançado que utiliza inteligência artificial e agentes autônomos para criar, gerenciar e otimizar um ambiente de inovação dentro de organizações. Utilizando o framework CrewAI, este sistema simula uma equipe de especialistas trabalhando em conjunto para fomentar uma cultura de inovação!

Yapay zekâ destekli bir mülakat simülasyon sistemi. Bu proje, Microsoft AutoGen framework'ü kullanarak yazılım mühendisi pozisyonu için Türkçe teknik mülakat deneyimi sunar.

A modular Python package for real-time agent message streaming and filtering, designed for LLM/AI agent systems. Provides composable stream filters and streaming utilities for RabbitMQ and more.

AI generates ppt, realized by autogen

Text Classification using LlamaIndex and Gradio

Collection-LLM-RAG is a Retrieval-Augmented Generation (RAG) application designed to explore collections of web articles and PDF files, such as conference papers.

A programming framework for knowledge management

An orchestrator designed to streamline the creation of base projects by leveraging multiple models.

LLM Council is a hybrid local/cloud Ollama app that runs your prompt through multiple LLMs, has them critique and rank each other, and returns a single streamed final answer synthesized by a chairman model.

An open-source agentic harness for scientific literature analysis. Coordinates frontier models to extract data, replicate findings, and perform systematic reviews with full provenance tracking.

Self-spawning AI agents born from tasks. Zero pre-built agents. Distributed memory. 4-layer guardrails. Fossil record. Groq + LLaMA.

A Bi-Modal Multi-Agent Medical Assistant, designed for healthcare professionals and researchers

AI-powered multi-agent peer review for research papers — 7 specialized experts + 4-phase deliberation + weighted voting. Catch fatal flaws before submission.

SwarmShield is an enterprise-grade security system for swarm-based multi-agent communications, providing military-grade encryption, secure conversation management, and comprehensive audit capabilities.

基于 OpenClaw 的多数字生命（AI Agents）智能协作框架

Generate OpenClaw multi-agent runtime summaries and sync them to Feishu Bitable.

Code repository for Capacity, Bandwidth, and Compositionality in Emergent Language Learning (AAMAS 2020)