Python agents

Lightweight RAG library with ONNX embeddings, DuckDB storage, and three-tier hybrid search (semantic + BM25 + FTS

OpenRag - OpenRAG turns private documents into a secure AI knowledge system

Local NotebookLM alternative for private document analysis, local RAG, document chat, and AI report exports

This project implements an adaptive, multi-step retrieval system inspired by CoRAG. The system will break down a complex query, perform an initial retrieval, analyze the results to identify knowledge gaps, and then autonomously generate and execute follow-up queries to gather missing information.

Auto generation of UniFi network documentation

Git-native structural memory for AI coding agents. Index once — stays fresh on every pull, merge, and branch switch. MCP server for Claude Code, Cursor & any agent.

A knowledge graph in the Postgres you already run — multi-hop traversal, mutation, and vector search via recursive CTEs on two plain tables. No graph database, no extension.

Kinetic Trust Protocol (KTP): environment-derived authorization for autonomous agents — authority recomputed from current conditions, never issued in advance, under A ≤ E. 27 RFC specifications. v2.0.0 "Gödel".

Multi-DB RAG translation agent — FAISS translation memory, glossary, and ChromaDB style retrieval, orchestrated with a LangGraph router/critic loop. ENGLISH - SPANISH - FRENCH

Lightweight browser automation CLI + MCP server driving your everyday Chrome via the extension chrome.debugger API — keeps your login state, no --remote-debugging-port

Your self-hosted personal AI agent — an agentic OS for one person: chat, autonomous goal loops, memory, knowledge base, skills, automation, and a permission-gated app platform. Local-first, provider-agnostic, MIT.

A minimal terminal AI coding agent — LLM tool-use loop with sandboxed file/shell tools

嘉立创EDA专业版 × AI 编码代理的自动化画板工具箱与实战教程（基于官方 easyeda-api-skill 桥）

HookRadar Creative Intelligence skill/plugin for Codex, Claude, MCP, and SKILL.md-compatible agents

Chat-driven AI agent that builds full-stack apps through an autonomous SDLC pipeline. 18 specialist agents, self-learning loop, any LLM provider.

Data tracker for signals called from MarketAnalysis — records TP/SL results into complete per-asset monthly data. Clean table format for AI chat agents. Integrated with MarketAnalysis for accurate trading data logging.

393 AI-generated research artifacts produced by Enoch with provenance metadata, evidence bundles, claim-ledger files, and public audit reports.

Agentic exporter and runner for internal network pentesting, autonomous host discovery, patch/vulnerability state collection, and server/application inventory, surfaced as structured findings for the Lorikeet Security platform.

AI Engineering on Couchbase. Building AI and Agentic Apps with Foundation Models. Downloadable Book, Notebooks and Example Applications.

The interaction primitive.

面向 CTF 竞赛评测平台（TSec Benchmark）的自动化 Web/逻辑漏洞挖掘与利用 Agent：分层调度 + 多会话并发 + 跨会话共享黑板 + 平台权威校验

AstrBot plugin bridging DeepSeek Harness (DSH) agents — AstrBot 插件：桥接 DeepSeek Harness 智能体

A multi-agent conversational financial analytics platform that combines company fundamentals analysis, SEC filing intelligence, and machine learning-based stock price prediction through an intuitive chat interface.

SWARM is an open-source Codex plugin for directing a coordinated team of AI agents from one control task.

Persistent proactive self-improving AI teammates with memory, skills, and schedules.

问津 · Thither — a travel planning agent that is honest about what it does not know. Every figure carries its provenance; a missing number never becomes a zero.

A multi-agent LLM framework for diagnostic, multi-objective calibration of complex simulation models. Pluggable model and LLM layers. Demonstrated on distributed hydrology, designed to generalize.

transformers safetensors iquestcoder text-generation code industrial-code

A coding agent that jails model commands and uses editable state machines for long-running tasks

Rules your coding agent physically cannot ignore. Claude Code hooks that DENY the tool call and BLOCK the reply - stopping reactive patches, guessed citations, and premature 'done' claims. Also works as an LLM-agnostic rule pack.

Static code analyzer for any repository — classify codebase, extract HTTP routes, detect tech stack, map dependency graph. Multi-language (Python, JS, Java, Go, Ruby, PHP). Zero dependencies. Optional LLM enrichment

Self-host Claude Managed Agents tool execution on Blaxel sandboxes.

A standalone, all-on-by-default token-optimization layer for LLM requests: minifies tools/system/messages (code-fence aware), dedups tool results, distills old turns, prunes to a budget, type-compresses output. Async proxy for Anthropic, OpenAI & Ollama + MCP server (stdio) + CLI. MIT; ships orjson/xxhash/tiktoken.

Test suites + deterministic Python for your agent skills' decision logic. Adversarial persona reviewers write the tests; the generated code must keep passing them — zero LLM calls at inference. Try: uvx temper-skills audit <skill.md>

AI-powered quantitative investment platform with 7-agent swarm orchestration, fractal debate algorithm, 3-tier LLM routing, and automated eToro trading — built for autonomous portfolio management.

Pharmacist-facing drug-interaction decision support — deterministic detection over 152K records, LLM explains only. FastAPI · Postgres · React · RAG

本地优先的桌面 RAG 知识库应用，基于 Tauri、Next.js、FastAPI 构建，支持本地 Embedding、SQLite、Qdrant 向量存储、Ollama/OpenAI 兼容 LLM，将本地文档转化为可检索、可追问、可引用来源的私有 AI 知识库。

Syncs Home Assistant areas, devices, entities, automations and integrations into a (self-hosted) BookStack wiki — manual notes are preserved. Optional opt-in Markdown back-export turns the wiki into a universal RAG / LLM input source.

Hermes Agent plugin — private local code memory for your repos (semantic search, file reads, grounded Q&A)

多租户 SaaS 智能体

Healthcare & Life Sciences AI Factory - Precision Medicine to Drug Discovery Platform on NVIDIA DGX Spark

One-click deployable RAG agent with meeting transcription and project knowledge base

Chatbot open-source de orientação, saúde e apoio emocional para a comunidade LGBTQIA+. 🏳️‍🌈

safetensors qwen3 TeichAI unsloth text-generation conversational

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gguf llama text-generation base_model:01-ai/Yi-1.5-6B-Chat base_model:quantized:01-ai/Yi-1.5-6B-Chat license:apache-2.0

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MCP server for developer environment diagnostics and PostgreSQL query and index analysis.

EMRG — a self-evolving AI agent architecture

LLM-Orchestrated Agent Pipeline for Music-Driven Video Mashup & AMV Generation

MyCut — AI 视频剪辑 Agent:查热点 → 生成大纲/文案 → 本地上传 → 自动切片 + 匹配字幕,一条从选题到成片的创作闭环

把中文视频逐字稿转换为可执行 HyperFrames 分镜规格的 AI Agent Skill

Universal remote control for AI coding agents via messaging apps

Claude Code plugin: end-to-end used car buying — multi-site research, mass dealer outreach, OTD negotiation with 50-state fee data, CARFAX analysis, decision tracking

Official EzRemove AI skills for background removal — remove image backgrounds and create transparent PNGs with AI agents.

LLM-driven session retrospection skill: detects friction in agent sessions and materializes learnings into correct destinations (user-memory, project-rules, skill PRs, checkpoints, harness artefacts)

A context engineering platform for AI-assisted software development.

自动帮你领全部值得注册的免费 AI token——太蠢的大模型不收录，吃点好的。

vv — an AI co-pilot coach for Codex & Claude Code: remembers who you are, judges what's safe to automate, coaches your first real task.

Free multi-profile antidetect browser for people and AI agents. Independent, persistent browser identities.

Open-source AI video editor built on DaVinci Resolve Free. Describe the edit, train it with your taste, get professional results. | ES: Editor de vídeo con IA sobre DaVinci Resolve gratis: describe la edición y obtén resultados profesionales.

Local-first kanban for AI-agent workflows. Drag a task to Approved and your AI coding agent picks it up via MCP and drives it through analyst → in_progress → testing on its own. MCP for Claude Code & Cline, OpenAPI for opencode / Open WebUI / Ollama / any function-calling LLM. SQLite + FastAPI, runs on localhost.

Local-first workflow protocol for non-coding knowledge work, decision tracking, and resumable project state.

Official implementation of "FLARE: Verifying MILP Reformulations with LLM-Based Theorem Proving"

The cloth between the tool and the model — tool-output thinning and cost observability for Claude Code and Codex. Fail-open hooks, nothing lost.

The context quality layer for AI agents — memory that checks itself: lifecycle governance, calibrated confidence, and staged claim gates. Local-first, MCP 19 tools, DeepSeek Harness plugin.

Using AI to 10x Data Pipeline Dev Speed

基于深度学习和RAG的旋转机械故障诊断系统，支持轴承、齿轮、主轴等机械结构的故障诊断

MVP to showcase how MongoDB can be used to implement an end-to-end user-facing app

Biologically-grounded runtime for autonomous agent collectives under bounded agency — one codebase runs on a laptop, at the edge, and on OpenShift AI. Three-tier governance, persistent episodic memory, cross-collective delegation, and homeostatic rogue detection.

An autonomous multi-agent e-commerce & POD consultant built with Langchain, LangGraph, LlamaIndex, and FastAPI integrated with the Saleor system.

A股热门板块多智能体量化分析系统 | 基于FinGenius架构 | ETF50+60只个股扫描 | AkShare数据源免费

Prudence, a custom harness powered by Microsoft Agent Framework. Includes a "counsel and craft" mode which delegates executive function to Microsoft Foundry and task completion to local models.

Evoflux is an open-source, local-first workspace where AI agents build software, conduct deep research, automate browser tasks, and collaborate in parallel. Connect any model, keep control of your workspace and data, and take complex work from idea to completion—all in one place.

Always-on Windows voice assistant with a 36-tool agentic layer (Claude). Local wake word + STT, streamed TTS, sandboxed code execution, vision/security, phone + Discord clients.

Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.

An in-QGIS agentic chat assistant. Type a request in plain language and an LLM agent carries it out inside the running QGIS session If QGIS can do it, the agent can do it: anything you could script in the Python console or run from a toolbox, it reaches the same way.

An open, vendor-neutral organizational model for building and transforming AI-first companies with organizational intelligence, governed autonomy, and controlled execution.

A modular, extensible toolkit for red teaming large language models and NLP systems — covering adversarial text attacks (character, word, sentence, semantic), jailbreak evaluation via JailbreakBench, and prompt injection — with pluggable model targets, automated judges, and clean reporting. Built for researchers and AI safety practitioners.

Private, local-first AI assistant with cited RAG, Ollama, a sandboxed agent, and scoped LAN pairing.

Cross-LLM skills for personal planning, research writing, mathematical review, and assistant development.

AI-powered company chatbot for answering FAQs, support queries, and business information.

MCP server for MAX messenger (max.ru) — user session, 8 tools: read chats, dump channels, send messages

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CatchBench: a benchmark for auditing agent failures across the full lifecycle.

OpenAI-compatible reverse-engineered gateway to Google Gemini Web (chat + image gen). Drop-in base_url for any OpenAI client — no API key needed, reuses your browser login.

Self-hosted AI usage and cost panel for Raspberry Pi. Tracks spend and quotas across Anthropic, OpenAI, OpenRouter, and Claude Code on a touchscreen, with a web console and Home Assistant integration. Pure-stdlib Python, zero dependencies.

A daily-updated reference of LLM model pricing across all major providers (OpenAI, Anthropic, Google, Mistral, and more)

Minimal, provider-agnostic Python client for large language models, built on niquests.

Claude Code plugin that quizzes you on root cause and fix before it writes any code

A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git / PR / ticket-planning pipelines.

AI-powered design review, UX analysis, SEO audit, content generation, DevOps & testing toolkit for Claude Code. 12 skills, 12 parallel subagents. One-liner install.

🎯TestPilot - 智能测试用例生成工具--AI test platform for requirement analysis, smart test case generation, and RAG-enhanced QA workflows with Flask + Vue 3.

Enterprise AI Business Intelligence platform featuring semantic search, knowledge engine, persistent vector storage, and production-oriented architecture built with FastAPI, FAISS, and Python.

This repository contains SupplyChain-AI: An AI-powered generative chatbot leveraging LLMs, RAG architecture, and predictive analytics to answer conversation queries in supply chain management.

Turn scattered documents into a knowledge base that maintains a position over time. One append-only ledger of evidence-bearing assertions; the RAG index, knowledge graph, OKF wiki and change report are projections of it.

Open-source AI travel planning workspace for evidence-backed itineraries, maps, reports, and printable PDFs.

gguf claudecode agentic unsloth qwen text-generation