Python agents

Chat with your Obsidian notes; entirely locally

[ICML 2024] Official repository of ICML 2024 - RoboMP2: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models

One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.

Offline local-first personal knowledge base with document upload, vector search, and Ollama-powered RAG chat.

CellphoneS Chatbot là trợ lý AI giúp khách hàng tra cứu thông tin sản phẩm, chính sách và dịch vụ của CellphoneS bằng tiếng Việt, kết hợp công nghệ RAG và giao diện web hiện đại.

Vidhi.ai is an intelligent legal assistant and navigator built to make legal knowledge and government processes accessible for everyone in Nepal with well-cited answers grounded in authentic Nepali laws and acts.

🔄 Ralph Wiggum iterative AI development loops for GitHub Copilot. Self-referential coding automation that keeps improving until done. Cross-platform Python tool.

The first 100% file-based Local-First AgenticAI dev "construction yard", with its own memory & context, planning, writing and reviewing your code in safe sandboxes on your own machine.

📡 AI 公众号智能日报 — 从几十个号筛出每天值得读的几篇 · 8 渠道推送 · 12+ 模型

📍 Storing Text Location in Vector Databases for QA tasks

Build real ML models without writing training code Upload your dataset + describe your goal → AI generates ready-to-train TensorFlow/Keras code + models — No ML experience required.

MCP Document Converter - A powerful MCP tool for converting documents between multiple formats, enabling AI agents to easily transform documents.

ToolRM: Towards Agentic Tool-Use Reward Modeling

Langflow Customer Support Agent: An LLM-powered, multi-agent chatbot using Langflow, Streamlit, and OpenAI GPT-4o mini, with RAG-based retrieval via AstraDB. It dynamically routes queries to specialized agents (FAQAgent, OrderLookupAgent) for accurate, context-aware responses. Includes vector search and file upload for knowledge expansion.

Spectrum: a deterministic semantic encoding enabling constant-time retrieval primitives

An AI-powered chatbot that answers student questions using university PDFs with the help of Google's Gemini API and RAG (Retrieval-Augmented Generation) architecture.

ESG Report Analysis and Greenwashing Detection is an interactive application that enables the analysis of ESG reports to identify signs of greenwashing. Based on predefined criteria, the tool assigns a risk score and offers an interactive search system through an intelligent chat (RAG).

DentalDesk: An open-source AI dental assistant and chatbot for dental practices. Built with Python and LangChain, it automates appointment scheduling and patient communication on WhatsApp.

Token-efficient log file system - improve memory, reduce AI context bloat

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

Automate Your GitHub Flows with MCP!

Open Core agentic specialist scaffold with functioning routing and tool calling, for building emergent systems with LangGraph.

A local desktop app for creating AI companions with unique personalities, emotional depth, and persistent memory.

PolicyRAG : A RAG Based policy agent designed to guide through the process of finding the best policy that fits the requirement with no effort of reading

AI Based knowlege management - including automatic response to emails using RAG techniques. Public version of protoype used in VC and Public Sector.

MCP сервер для интеграции с YouGile

Automated governance framework for Claude Code — multi-model council, WIP lifecycle hooks, company memory, and security gates

🐍📦 High-performance cosine similarity ranking for Retrieval-Augmented Generation (RAG) pipelines.

Build and deploy a multi-agent AI system on AWS using Bedrock AgentCore, 4 agents collaborate to research, analyze, and write reports

Learn Agentic AI with notes, resources, and practice code covering Generative AI basics, OpenAI agents SDK, prompt engineering, memory, model settings, design patterns and many more.

Sovereign AI orchestration engine with a learning Conductor. Routes between 400+ models across 15+ providers. Streams responses, detects refusals, learns from your patterns.

FastAPI-based boilerplate for building LangGraph-powered agents with streaming, observability, and modularity in mind.

A multichannel multimodal AI agent deployed on Amazon Bedrock AgentCore Runtime with Amazon Bedrock AgentCore Memory, demonstrated through two WhatsApp integration patterns. The agent processes text, images, audio, video, and documents, converting all multimedia into text understanding before storing it in memory

Talk to your starred github repositories

Antigravity Architect is the definitive Agent-First project engine. It is a modular, zero-dependency Python package that generates Living Repositories—complete development environments designed from the ground up to be self-describing, self-protecting, and self-evolving for AI coding agents like Gemini, Claude, and GPT-4.

Skills I use and develop to deliver better outcomes faster and with less effort.

Patterns and insights about yourself, picked up your Wispr Flow chats

ExaAiAgent — Advanced AI-powered penetration testing framework with Docker sandbox, multi-agent workflows, and 50+ integrated cybersecurity tools.

智能选择 17 套分析方案的图像分析分流 Skill：先判断该怎么读图，再输出定向分析和学习建议。

加密货币 AI 自动交易与回测系统 · LangGraph 多代理辩论 + 硬性风控 + 决策日志 | AI-powered crypto trading & backtest with LangGraph multi-agent debate, hard risk controls, and Decision Journal

From Manager to Proofreader: An agentic AI translation system built on collaboration, role-based expertise, and full-stack delivery.

Sovereign agentic CLI — Textual TUI, multi-provider LLM mesh, persistent sessions, skills, MCP, Telegram gateway, autonomous yolo mode

Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from verified evidence to reviewed DOCX/PDF.

SAP SuccessFactors MCP server — 43 HR tools for Claude Desktop & Cloud Run. Query employees, permissions, time off, hiring, compliance, and more via natural language.

This is a multi-agent processing system with long-term and short-term memory+mcp+local tools+Agentic Rag. It uses the LLM locally deployed by ollma and PostgreSQL to store user's data, and the back-end uses grpc,gorm and gin to coordinate the output of the agent.

Open-Source Prompt Injection Scanner for AI agents. 225 detection patterns across 17 categories, 15 languages. REST API, EU AI Act compliance mapping, <10ms latency.

Open-source AI workforce platform. 55 tools, 21-page admin panel, multi-LLM (Claude/GPT/Gemini/Ollama), multi-PC deployment. Automates office tasks: Excel, email, CRM, invoicing, web research, and more.

A PDF Question-Answering App built with RAG (Retrieval-Augmented Generation), allowing users to upload PDFs and ask context-based questions. Powered by Streamlit, LangChain, Ollama, and Chroma for efficient and accurate answers.

面向 A 股投研，针对分析时效差、逻辑不全及数据难量化痛点，自主构建以 Qwen2.5-72B-AWQ 为核心的全链路自动化投研系统。利用 LangGraph 编排多智能体协作流，融合 LoRA 垂直微调、MCP 工具链与 CoT+ReAct 架构，实现从行情舆情实时采集、产业链知识图谱多维推演到 Reflexion 反思审核的投研全闭环，每日 9:00 定时产出机构级专业研报推送飞书，显著提升投研决策自动化水平。

This repository contains hands-on labs demonstrating the capabilities of Amazon Bedrock AgentCore, a suite of services that enables you to deploy and operate highly effective AI agents securely at scale

[ACL 2026 main] DGPO: Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities

Minimal Coding Agent for use on iPad/iOS in a-Shell Terminal

Memex — Memory Infrastructure for AI Agents.

ACE Step 1.5 XL music generation with dynamics-preserving mastering. Part of the AEON Media Production family.

Self-hosted workbench host for AI coding agents. Each project gets a themed dashboard where the agent drops approval forms, runbooks, files, and review docs — out-of-band from chat, persistent, auditable. FastAPI + Svelte 5, single static binary or Docker, single-user.

LangGraph integration for Azure Functions Python v2 — deploy compiled graphs as HTTP endpoints

Reuse your AI subscriptions. One module, every provider. OAuth PKCE for ChatGPT Plus/Pro, API keys for Claude/Gemini/DeepSeek, device code for Copilot. ~500 LOC, only depends on httpx.

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any MCP client.

A LangGraph-based multi-agent job assistant for job search, resume analysis, cover letter generation, company research, and Q&A.

Open implementation of Anthropic's leaked Kairos. Always-on daemon.

🐙 A self-hosted AI Agent companion. Powered by persistent memory (GHOST) to remember, learn, and evolve as your digital partner.

Deterministic multi-provider AI-agent orchestrator — ODA loops, GPT/Claude/Gemini/Kimi adapters, safety controls, event log

AI-powered shopping assistant to search, compare, and track product prices across Vietnamese e-commerce sites — built with Google Gemini, Flask, and a multi-user backend.

面向外贸出口场景的 Hermes / Open claw Agent Skills 包，支持海外客户发现、批量名单处理、公司背调、客户评分、决策层线索、开发信、跟进计划和报价单导出。

🚀 企业级多智能体编排与 ChatBI 数据洞察平台。支持多 Agent 协作、RAG 知识增强、物理数据源直连与安全沙箱执行、Redis 长期记忆引擎，并集成多模态 EmbedChat 挂件与全方位 Token 消耗审计看板。

Policy-gated, durable, audited execution for AI agent tool calls. Every action gets a five-verdict policy check, a crash-safe checkpoint, and a tamper-evident audit event — a library, not a server.

PallmaAI delivers complete, lifecycle security for your AI agents, from proactive red teaming to real-time threat detection and automated remediation.

sgMAP is an open-source general multi-agent platform for building, orchestrating and scaling AI agents, workflows and research pipelines. sgMAP 是一个开源的通用多智能体平台，用于构建、编排和扩展 AI 智能体、工作流程和研究流程。

UNS-native, cybersecurity-aware multi-agent reference architecture for U.S. small-to-mid manufacturers. Industrial agentic intelligence aligned with ISA-95, NIST AI RMF, and CMMC L2.

🛡️ AI-powered smart contract security auditing platform — multi-agent vulnerability scanning, risk scoring, gas optimization, and audit reporting powered by Xiaomi MiMo

Noesis — Core Agent Framework for building autonomous AI workflows

Benchmarking & Evals for TokenJam

Context Runtime — a database query planner for LLM context. Decides what a model sees before it answers; plans it, runs it through reused substrate, and learns from the outcome.

Turn Claude Code into an interactive scientific workspace: workflow, file system, and knowledge graph.

A persistent MCP memory layer for AI agents. Store knowledge across sessions, retrieve it semantically, and connect any MCP-compatible agent.

A multi-agent system for extracting structured information from unstructured text and documents. It orchestrates a configurable pipeline of AI agents — extractor → alignment → judge → human feedback — each driven by a single YAML config file.

OpenSource Library that enables natural language based access to relational databases through agentic data exploration, query generation, iteration and validation

🚀 工业级 AI 长篇网文生成框架 | An industrial-grade AI web novel generation framework based on a microkernel and plugin architecture, featuring context isolation, RAG memory, and MCP-inspired skills for writing million-word stories.

本地优先的个人 A 股研究决策工作台 · 案卷式研究闭环：进口判断→证伪→复盘→记忆。人做决策，AI 做广度/证伪/风险。A local-first personal A-share research OS.

An agentic chief-of-staff OS for executives, built on Claude Code

11 AI marketing skills for Kimi, Claude & Codex. Content strategy, PR, internal comms, change management, analytics & operations for SMEs and purpose-driven organisations.

Build a Agentic AI application using LangGraph, LangChain, FastAPI, Redis, and ElasticSearch. In this course, we create a multi-model AI agent with document ingestion, search, memory, and agent workflows from scratch.

🐟 在 MiroFish 核心引擎基础上扩展而来的探索者版本：圆桌推演 + 政策推演 + 因果推断 + 博弈论 + Tauri 桌面端 + Command Workflow（命令工作流）。Forked from 666ghj/MiroFish (AGPL v3)

Build a Self-Evolving Agent Harness from Scratch | 12 lessons | Anthropic/DeepSeek/Qwen/GLM

The open-source alternative to Suno and ElevenLabs Music. Natural language music composition, run locally, own everything.

Curated catalog and dataset of 50 cloneable GenAI apps and Hugging Face Spaces across RAG, AI agents, LangGraph, MCP, and more

CCO is an open-source system for managing, validating, and improving GPU.

Persistent, navigable memory for Claude Code — stop re-explaining your projects to the AI every session.

Agentic Skill for Coding with FileMaker Pro

The complete Google SEO MCP for Claude Code & Cursor — Search Console + Analytics 4 + 5 cross-platform tools (GSC↔GA4 journey, opportunity matrix, traffic health check, revenue attribution, full landing page diagnosis). Diagnostic intelligence with anti-hallucination provenance, leave-one-out Z-score, real funnels. Read-only by default.

Read-only LangChain tools for RustChain — let any AI agent query the hardware-attested agent economy (Proof-of-Antiquity). pip install langchain-rustchain

Single-agent multi-modal system for insurance damage claim verification. #1 globally, HackerRank Orchestrate June 2026 (15,295 registrants). Anthropic, OpenAI, Groq, and Gemini support with a deterministic safety gate

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.

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docker research-article-template research paper scientific paper data visualization region:us

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streamlit region:us