Python agents

This project aims to compare different Retrieval-Augmented Generation (RAG) frameworks in terms of speed and performance.

Demonstration of LLM integration into a lex bot using Lambda codehooks and a Sagemaker endpoint.

Repo for HAICOSYSTEM

Runtime-first agent harness for official coding CLIs, chat transports, background tasks, and controlled write-back.

Experimenting with meta-learning approaches to opponent modelling in MARL. Building upon previous public implementations of MADDPG and M3DDPG.

Developing powerful AI assistants and agents using Genesis and Agentic-RAG.

Validate that supporting text quotes in your data actually appear in their cited references

Your agentic API security engineer. Built by the community, for builders who care about security but don't have unlimited time or budget. Point it at your API docs it hunts down the deep vulnerabilities that actually get you breached.

CLAPP: CLASS LLM Agent for Pair Programming

Kairos: An autonomous development supervisor powered by Context Engineering. It provides a living memory and a contextual constitution for your projects to prevent AI context loss.

模块化 AI Coding Skills 仓库，覆盖开发工具、自动化、Obsidian 与视频处理场景

MCP server for French tax calculations and information - enables AI assistants to provide accurate French tax guidance

Okra, your all in one personal AI assistant

An LLM agent to query any github repo - Ask questions, features, gaps, improvements

JAIvus is a ChatGPT powered personal assistant implemented in python and deployed as streamlit app

LLM Assistent with Chat Integration

A simple rule based chatbot to connect to slack using python.

A simple but useful chatbot based on gpt-3.5-turbo and whisper-1.

Kayo-The-Bot is an AI-powered food ordering chatbot that uses NLP techniques to interact with users, present menus, handle orders, and calculate prices. It's integrated with Telegram for a seamless chat experience.

Chatbot that answers OpenStreetMap-related queries powered by Rasa Open Source.

A personalized chatbot designed to answer queries related to a specific company's products and services, using a predefined knowledge base and an API for text generation.

Friendly Chatbot using Deep Neural Network, Specifically Sequence to Sequence Model and Movie Dialogue Corpus

Bot Telegram for OpenAI

Discord AI bot with a hybrid command system, imagination generation, free LLM model, mention recognition, smart message handling, channel-specific responses, GPT integration, secure credential management, & web access for unparalleled functionality.

Local-first RAG platform — Ollama + Qdrant + Redis + MinIO. No cloud, no API keys, runs entirely on your machine.

An emotion-aware AI chatbot named Shylpiee that detects user emotions and generates contextually appropriate responses using Python and HTML.

Enhanced Note-Taking Experience with Artificial Intelligence

A Signal chatbot to broadcast Tor bridges in countries where Tor relays are blocked/monitored

Open-source, knowledge-grounded conversational assistant

Sales Agent Streamlit chatbot

一个python版flask web项目,同时也对接了CAS单点登录,简单集成chatterbot和qqbot的智能聊天机器人。

A modern and functional chat assistant based on Local LLM that streamlines internal processes. Weather, internal information, support requests, document uploads, and more, all on one screen!

A GPT-2 bot trained on my bosses tweets, and a guide to making your own

When an audio message is received, the bot downloads the audio file, converts it to a numpy array, loads the Whisper model, transcribes the audio, and sends back the result as a text message. The bot uses the Matrix Client from the mautrix library to interact with Matrix.

Un semplice Chatbot in italiano usando Tensorflow

Smart Reply Bot via Natural Language Processing (NLP) and Neural Network

AI agent that helps you learn Tinygrad and updates you on the bounties

Python Mini Projects by Chirag Joshi | Python | 20+ beginner-to-intermediate projects with full documentation

Reduce your LLM costs by 40-70% automatically. Routes prompts locally, compacts context, tracks real savings.

The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.

A provider-agnostic Jupyter lesson on context priming, task decomposition, and workflow crystallization using Anthropic, OpenAI, or Google — from goal image to executable code in 5 steps.

AI powered Git repository analysis and reporting

Discord bot that knows a lot about Pokemons :)

Extract, chunk, and embed documents from 88+ formats directly into SurrealDB.

Free, local, open-source RAG with Mistral 7B LLM, using local documents.

Chat with your documents using Generative AI & Retrieval-Augmented Generation (RAG)

A modular, multilingual, and multimodal Retrieval-Augmented Generation (RAG) system tailored for the financial analysis of Public Investment Fund (PIF) annual reports.

RAG-based Web Scraping

A local search system implementation using Elasticsearch for Wikipedia data indexing and retrieval.

A Discord bot that seamlessly executes bleeding-edge Retrieval-Augmented Generation (RAG) in tandem with a Large Language Model (LLM), specifically ChatGPT.

Memory system for LLMs that remembers everything you teach it during conversation. No reindexing, no context window limits. CPU by default, GPU optional.

Code for the paper [SIGIR'26]“Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation”

Never forget the resource that helps to close that sales call! Power a real-time speech-to-text agent with retrieval augmented generation based on webscraped customer use-cases.

An automated project intelligence and evaluation tool for performance and migration readiness.

A game of pong made by MetaGPT and ChatGPT Code Interpreter

AI-powered multi-agent system for NetDevOps/Security automation

An AI-powered investment analysis tool 📈 that leverages simple ReAct AI agent flow framework and financial analysis techniques to provide comprehensive portfolio insights. This intelligent agent helps investors make data-driven decisions by offering deep portfolio risk assessment, stock profiling, and personalized recommendations.

The "Cloudflare for AI Agents". 7-layer security interceptor, real-time observability dashboard, and automated reliability testing for MCP and AI tool chains. Prevent hallucinations, prompt injection, and destructive tool calls.

T20: Multi-Agent. Orchestrator-delegate model. TAS. Goal -> plan -> delegate. Agents: Gemini family. Autonomous, traceable. Logs sessions. CLI. Usage: `t20-cli "goal string"`. Artifacts of high value.

A 100-day journey building AI-powered agents using Python, TypeScript, and LLMs to automate real-world tasks

Uncensored Language Model using FastAPI and Wizard Vicuna 30B (PoC)

Automated Unit Test Generation with AI

The Solidity Smart-Contract Advisor is a cutting-edge tool designed to extend the capabilities of traditional language models in understanding and advising on Solidity smart contracts

基于 LangChain 的 CLI Agent 框架，采用 ReAct（Reasoning + Acting）模式。支持 OpenAI、Gemini、Qwen、DeepSeek、Kimi 等多种 LLM 提供商，提供流式响应、会话持久化、工具扩展、Token 追踪、消息压缩等特性。通过vibe coding进行简单的配置和工具添加，即可快速搭建通用或垂类 Agent，无需深入框架底层

This is a Streamlit-based PDF Chatbot powered by OpenAI's Language Models. The chatbot allows users to upload PDF files, extract text content, and ask natural language questions about the PDF content

Taking advantage of LlamaIndex's in-context learning paradigm, LlamaDoc empowers users to input PDF documents and pose any questions related to the content. The tool leverages the LLama Index's reasoning capabilities to provide intelligent responses based on the contextual understanding of the LLM.

Code repo for paper "KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs"

19 AI agents for Claude Code that run your full sprint cycle: strategy, spec, architecture, plan critique, build, review, QA, security, privacy, and shipping. Four sprint modes including a mobile chain for React Native. Open-source plugin, zero dependencies.

First-class protocol and framework for enabling collaborative intelligence and communication across specialized Data Agents.

一项致力于通过神经符号与沙盒审计自演进重构通用智能底层逻辑的前沿探索

Search for music tracks using natural language prompts or video content via the Harmix AI API. Use when the user asks to find music, search for songs, discover tracks, needs music recommendations based on mood/genre/tempo/scene, or wants to find music for a video, video soundtrack, or music that matches video content

WORLD-TO-IMAGE: GROUNDING TEXT-TO-IMAGE GENERATION WITH AGENT-DRIVEN WORLD KNOWLEDGE

Glass-box agent execution engine. Deterministic, forensic audit trails, EU AI Act compliant. The PyTorch for Agents.

Track Al coding assistants by GitHub pull requests

Extended Claude Code framework based on SuperClaude.

Use Gemini on Discord, with highly customizable features. Using Thread to Create Personal Conversations with AI.

A repository dedicated to exploring, experimenting with, and applying Generative AI concepts and tools in practical, everyday scenarios.

Structure-aware semantic chunking toolkit for RAG pipelines with semantic boundaries, metadata preservation, deduplication, and CLI/package tooling.

PolyG: Adaptive Graph Traversal for Diverse GraphRAG Questions

Context Search Engine is an AI-powered semantic document search platform built for learning, experimentation, and real-world prototyping. It demonstrates the full lifecycle of modern vector-based search — from document ingestion to chunking, embedding, indexing, and contextual query matching.

OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval (ACL 2025 Main Conference)

Fine-tune a local LLM on your own app's data in 15 minutes. Runs entirely on-device, zero cloud after training. Apple Silicon + CUDA.

A comprehensive tool designed to enhance the retrieval and generation of academic content from the arXiv database, leveraging advanced Retrieval-Augmented Generation (RAG) techniques.

A Python hypergraph library with provenance and SQLite persistence.

Herramienta CLI que automatiza la busqueda de empleo en LinkedIn. Escanea publicaciones, identifica ofertas relevantes, genera CVs personalizados con IA, y envia emails de aplicacion a reclutadores.

AI OSINT Security Analyzer is an intelligent platform that leverages AI to perform autonomous investigations across various intelligence sources. With features like multi-source integration and real-time threat intelligence, it ensures comprehensive security assessments. 🛡️🔍

Implementation of Anthropic agentic workflow's using Google Gemini 2.0 Flash Experimental

CARD: Towards Conditional Design of Multi-agent Topological Structures. Published at ICLR 2026.

Source repo for the blog post Stop Stuffing Your System Prompt: Build Scalable Agent Skills in LangGraph

A powerful framework for deploying AI agents with multi-agent support, session management, event streaming, and LLM-agnostic integration.

🚀 Build AI Agent Teams as Production-Ready APIs. Orchestrate CrewAI agents with FastAPI for enterprise-grade AI services. Leverage Groq's lightning-fast LLMs to deploy collaborative AI workflows at scale.

A YAML-driven multi-agent simulation platform for economic and social systems. It combines LLM-backed agents, market microstructure, relation graphs, and world events behind a FastAPI API and a React client.

A self-hosted job alert bot for jobs that are actually remote (not just US-remote)

USB-portable offline AI assistant. AES-256 encrypted history, Turkish-tuned LLM (Trendyol), RAG over PDF/DOCX. KVKK uyumlu, %100 offline.

Self-hosted AI powered knowledge base for SMBs: WikiJS + Qdrant Vector search, Chrome extension queries, single Ansible deploy. Unlimited users, no subs - reduce SaaS costs, own your data.

Fully featured terminal AI chat for Anthropic's Claude

Browse, search and download AI agent skills

Stuart is simple RAG System, that the Open Data Hub uses as a chatbot to help the Open Data Hub customer care team in solving tickets. Stuart uses as input: the Open Data Hub Wiki, the past tickets history, the readme files and the GitHub issues of all NOI-Techpark repositories.

Minimize LLM tokens from Python objects, code, logs, diffs, and more. Zero deps. Ultra-Lightweight.