Python agents

Hybrid sales chatbot using RAG, LangChain, and deterministic logic.

Canonical Python layer for AI agent tools - function to JSON Schema, once, everywhere. OpenAI, Anthropic, MCP, LangChain, FastMCP.

Send every LLM request to the cheapest model that can handle it. Drop-in OpenAI + Anthropic compatible router for agents and wrappers.

AI-powered real-time voice agent for D2C e-commerce support — handles Hindi, English & Hinglish calls, detects frustration from voice tone, escalates intelligently to human agents. Built with FastAPI, OpenAI, Sarvam AI, LangChain + FAISS.

Application that summarizes pdf documents using LangChain and GPT models

EasySQL is a Text2SQL solution designed for complex enterprise business scenarios.

This project is a **production-ready multi-agent AI financial advisory system** designed to deliver **holistic, personalized financial guidance**.

Catch legal and compliance obligations (opt-outs, privacy requests, legal threats, chargebacks) in customer messages before your chatbot replies. YAML policy packs, Python and TypeScript, HTTP sidecar.

-Basic Corrective Rag System

Tools for data extraction, QA and automation from the web with LLMs

AI chat app to response data in Markdown format with text and images. Tutorial from: https://youtu.be/qKtM2AlDTs8

This project uses the CrewAI framework to automate stock analysis, enabling AI agents to collaborate and execute complex tasks efficiently. Example stock: Nvidia. Technologies include Python, CrewAI, Unstructured, PyOWM, Tools, Wikipedia, yFinance, SEC-API, tiktoken, faiss-cpu, python-dotenv, langchain-community, langchain-core, and OpenAI.

Multi-user AI Agent Core via asyncpg JSONB GIN Index, In-Memory KV Cache & Hybrid Static-Dynamic Role System.

Automated PR reviews powered by AI. Plug into any GitHub repo in minutes. Supports Groq, Gemini, Anthropic, and OpenAI with multi-provider fallback and key rotation. Get actionable, context-aware code feedback on every pull request without slowing down your team. Zero dependencies beyond requests.

Code analysis CLI - code review, bugs, security, docs, refactoring. Multi-provider LLM, SARIF output, CI-ready.

AI-assisted context management and prompt compression toolkit for developer productivity, ADR workflows, and LLM token optimization.

Agent-based economic simulation with 50 autonomous agents, limited resources, income/expense dynamics, and configurable policies (taxes, elasticity, regeneration rates). Outputs Gini coefficient and bankruptcy analysis.

An AI agent that watches Claude AI play Pokemon and posts updates autonomously to x/twitter

A full-stack agent that helps consumers find the best deals and product information by crawling and analyzing live e-commerce data.

Asynchronous multi-agent collaboration protocol with human supervision — Redis pub/sub, documentary contract model, state-machine orchestration. Apache 2.0.

Python agent harness — 5 LLM providers, 7 real tools, sub-agent spawning, hooks, skills"

Observable AI agent runtime with built-in execution tracing. Inspect, replay, diff, and debug agent behavior step by step. Model-agnostic (Claude, Ollama, OpenAI, Gemini). Built on Strands Agents SDK.

A Self-Regulating Coherence-Aware Ensemble Architecture for Sequential Decision Making/EARCP: Ensemble Auto-Régulé par Cohérence et Performance

🦑 Hire a PM. Get a company. — Open-source AI PM for solopreneurs: dev team, marketing team, creator team, all from Telegram

Neuroplex is a cutting-edge AI Agent platform that combines FastAPI, Vue.js, an AI Engine, Neo4j, and Milvus to enable smart knowledge management and intelligent Q&A.

This is minimal and clean RAG search project with chatgpt design

An intelligent, automated recruitment platform that streamlines the hiring process using AI-powered resume analysis, automated email communications, and integrated video interview scheduling.

AI-powered lakehouse platform for IT job market analytics

Local-first AI dashboard for med students. Lives on your Mac, drives your apps, knows your week. Real Anki / Outlook / iMessage / UWorld / Spotify integrations + a Claude agent with tool access.

AI agent skills for onboarding merchants to UCP (Universal Commerce Protocol). Audit → Profile → Catalog → Checkout → Validate.

Intelligent data assistant powered by LangChain, supporting email management, scheduling, task tracking, and document processing with multi-agent orchestration

Digital Artificial Intelligence Agent

AI-agent for Ranga

CORTEX for Python -- The World's #1 Memory Architecture for AI • Memory that thinks, learns, and dreams • Synthetic cognition infrastructure for Agentic Ai. pip install cortex-ai

A Model Context Protocol (MCP) server that exposes Kali Linux penetration testing tools as structured, callable tools for large language models. Designed for integration with VS Code GitHub Copilot and any MCP-compatible LLM client.

Secondary LANE | Windows version. Turn ChatGPT into a real coding agent on your machine.

A mobile-first VC brief agent that turns YouTube and RSS signals into explainable Feishu daily briefings.

RAG pipeline library for Python. Ingest files, git repos, web pages into vector databases with 3 functions: ingest(), query(), pipe(). CLI + YAML configs. Works with Qdrant, Pinecone, Ollama, OpenAI.

Create autonomous Twitter AI agents with deep personalities in minutes

Governed coding agent infrastructure for real repositories with approvals, rollback, live validation, and local CLI/API/IDE workflows.

Production-ready AI Code Review Agent built with Google Cloud Agent Development Kit (ADK). Reviews pull requests via GitHub webhooks and posts structured feedback as PR comments.

AI agent that watches GitHub PRs for changes that silently contradict documented architectural decisions (ADRs) — and alerts the responsible engineer via Telegram before the code merges. Two-stage RAG pipeline with section-level ADR chunking, rejected-alternative detection, and corpus gap signals for self-healing knowledge bases.

AI-safe execution control plane for infrastructure operations. NetPulse turns natural-language intent into planned, policy-checked, approved, verified, and auditable network actions.

Claude Code plugin: Control WhatsApp from Claude — read chats, send messages, search, auto-reply, export conversations, monitor in real-time. macOS only.

An agentic real estate consultant built for a hackathon that leverages image-based analysis to assess property features, all through a natural language interface. Built using OpenAI’s Agents SDK, this system integrates multimodal understanding (images + text) to deliver contextual property insights, value suggestions, and neighborhood analysis.

Autonomous multi-agent IDE built on Cloud.ru Evolution that generates, executes, debugs, and self-maintains automated tests.

Autonomous AI agent framework for Python using OpenAI & LangChain — generates app descriptions, architecture outlines, UX flows & code from natural language objectives. Published on PyPI.

A speech-to-text chat agent with multiple tools. Utilizes Gemini, OpenAI, Wolfram|Alpha, openweathermap, and a few other APIs. Can manipulate files and web browsers. Currently working on implementing long-term memory via a neo4j graph database and allowing the user to feed additional data (knowledge) to that db via an obsidian knowledge graph.

Unlock the power of AI by building intelligent agents from scratch! This repository provides a step-by-step guide to creating custom agents that can reason, act, and solve real-world problems

🤖 An AI-powered DevOps agent implementing ReAct architecture to automate mobile release pipelines (Crash Check -> Perf -> Build -> Audit). Built with LangGraph & Ollama.

Open-source AI music agent for music generation and automation

An AI agent that summaries tech news from 3 different websites and send it a proper HTML page

This project aims to create a comprehensive, searchable knowledge base from the online articles and forum posts of Dr. Ulrich Strunz. The final application will be a Dockerized service that uses a Large Language Model (LLM) accessed via the Meta-Cognitive Prompting (MCP) protocol to provide users with intelligent access to this knowledge.

Create high-grade software at speed with AI agent

AI assistant for traders

Drone autonomy powered by Generative AI (HuggingFace smolagents + Google Gemini)

AI HR Agent is first free and open-source AI chatbot for HCM System

Production-quality performance validation and regression testing for LLM inference systems

Issue/PR-driven autonomous development system for GitHub, built with FastAPI, agent workers, and local/runtime automation.

Autonomous AI agent that reviews GitHub PRs for bugs, security vulnerabilities & code quality issues — powered by LangGraph, Llama 3.3 70B, and Langfuse observability. Includes evaluation benchmarks with honest metrics.

Project AI is a platform designed to streamline the creation of AI agents using Google AI Studio. It simplifies the development, training, and deployment of AI models. Currently, the project is in its early stages, with raw files available for initial setup and exploration.

RAG-powered PDF QA system with self-reflection and multiple retrieval strategies (Stuff/Map Reduce/Refine). Includes monitoring via Langfuse & LangSmith and containerization with Docker

Autonomous memory and learning system for AI coding agents. LLM-powered knowledge extraction, triple fusion retrieval (FTS5 + TF-IDF + entity graph), quality-gated storage, and self-curating consolidation. Your agent never makes the same mistake twice.

Turn natural-language biomedical questions into PubMed searches, rank the best papers, and download available PMC full-text PDFs.

A demonstration of dynamic tool calling with AI Agent using Ollama. Showcases how LLMs can invoke external Python functions in real time to augment their reasoning with live, actionable data.

Cross-tool memory for AI agents. Stitch context across Cursor, Claude Code, Codex, Gemini CLI, Windsurf, Copilot, and 9+ AI tools. Preserves decisions, failed experiments & warnings across sessions. Zero dependencies, MCP + instruction files, BM25 relevance search. Never re-explain your work.

AI office agent

An LLM powered class scheduling tool that uses RAG to advise students on course scheduling decisions

Autonomous A-share quantitative trading strategy optimization powered by AI agents

An AI-powered interview practice agent that simulates real interviews, asks contextual follow-up questions, adapts to user behavior, and provides detailed feedback using Groq Llama 3.1. Built with FastAPI and JavaScript.

BuddyQ is a fully local AI voice assistant for Windows that runs on your own hardware. It uses faster‑whisper, Piper TTS, and an OpenAI‑compatible local LLM (LM Studio or llama.cpp) to provide private, always‑on voice control with web search, timers, notes, weather, and screen/vision tools. No cloud, no API keys, no subscriptions!

Everything you need to make an AI autonomous. One file. Production-tested.

A local, private AI research agent using LangGraph and Ollama that autonomously utilizes web search and Wikipedia to provide structured, memory-aware answers to complex queries.

Whitefurry are an AI builded on Python and it is simple and he will be big every update and he learn from you & using that app make me happy and update it every 2week

🎯 14-Dimension AI Agent Intelligence Assessment | 14维度 AI Agent 智能度自动评估技能 | OpenClaw Skill | Aligned with CLEAR/T-Eval/Anthropic standards

Claude Code skill: convert HTML slide decks to editable .pptx. Unlike most converters that flatten each page into one image, this keeps text as native PowerPoint textboxes; only gradients / shadows / filters fall back to local snapshots.

An advanced, auditable OpenClaw-based self‑evolving agent framework with practical, human‑centered workflows.

Local LLM gateway for Apple Silicon. Works with OpenClaw, Hermes Agent, Claude Code, and Codex (AIRun). No Ollama or LM Studio required.

跨平台达人发现 Skill for AI Agents — 小红书/抖音/B站/YouTube 自动搜索 + 深度内容评估

SmartEmailBot is an AI-powered solution that handles your email workflow. It automatically filters spam, summarizes important messages, drafts responses for your approval, and lets you compose new emails with simple commands.

DeepSeek drives Claude Code so you don't babysit every prompt

Turn any company URL into a strategic intelligence brief. Adaptive scraping + AI-powered research and synthesis.

The missing protocol between user requests and AI actions. Standardized intent parsing for every AI system. Converts any input into [Motive] [Scope] [Priority].

Practical AI agent skills for Codex and Cursor, starting with website capabilities to API-first skill generation.

Archived model for a constraint-native local AI runtime exploring energy, rhythm, coherence, and persistent behavior.

Comprehensive Garmin Connect health data skill for OpenClaw — 40+ metrics including sleep, HRV, stress, body battery, SpO2, VO2 Max, training status, race predictions. 一个面向 OpenClaw 的 Garmin Connect 全量健康数据 Skill，可获取 40+ 项健康指标并让 AI 助手直接查询。

AI 에이전트를 위한 소리 노트 — 실시간 한국어 음성 전사 CLI

通用主题舆情雷达 · Telegram/RSS/Twitter/Reddit 信源 + LLM triage 告警 + 深度报告 · 4 service + 3 AI advisor 架构

A sophisticated multi-agent system designed to handle customer queries related to InfinitePay services through intelligent routing and specialized agent responses.

Project exploring RAG LLM agents

A Query-Answer chatbot for PDFs using local Large language and Embeddings models. Please read this readme fully before using.

An MCP server for real-time financial market data. Access stock prices, options chains, and technical analysis tools via conversational AI

An open source credit management system ( library or as server api with any framework]

Debate-native multi-agent AI framework that eliminates LLM hallucination, overconfidence, and opacity. Structures knowledge evaluation as adversarial multi-round debates over a Conceptual Debate Graph (C-DAG) with Bayesian aggregation, CRUX protocol, 8 novel Evolution extensions, 27+ LLM providers, 50+ tools, and W3C-compliant provenance tracking.

Temporal Layered Context Memory (TLCM). The architecture for AI that treats memory as a living timeline instead of a flat filing cabinet.

A procedurally generated dataset of cryptographic CTF challenges for training and evaluating LLM agents with Reinforcement Learning.

一个交互式 AI 工作流控制系统框架的早期预览分支。 / Preview fork of an interactive AI workflow cybernetics framework.

A Python-based agent showcasing the use of Google's Gemini 2.0 Flash Thinking Experimental model to reason by combining search results with user queries