Python agents

A WhatsApp Bot developed by Team: LTFT for college Hackathon.

A simple chatbot built using OpenAI's GPT-4o-mini.

A simple and powerful chatbot made with deep-learning using tensorflow feedforward neural network. Uses RESTful API and Streamlit for ease of use. A smple solution for small scale business or anyone who needs AI chatbot ready to use/ integrate in apps / websites.

یک ربات جامع برای پیام‌رسان بله و تلگرام با قابلیت‌های متعدد جستجو، دانلود، شبکه‌های اجتماعی و بیشتر.

Welcome to the digital thunderdome, you keyboard-smashing lunatics! This ain't your grandma's chatbot – it's a CLI-powered, LLM-fueled beast! And guess what? It also supports Telegram integration right out of the box. Get ready to unleash the madness!

Developer infrastructure for discovering and comparing LLM models and providers

A unified OpenAI API wrapper module for ErisPulse | OpenAI 通用接口封装模块

Allows to easily run local REST API with a custom LLM, running locally or remotely, with user defined system instructions. Useful for quick local autmations that require problem solving with large langague models and interaction via a REST API.

AI game asset generator — create images, documents, scripts, and download as a complete game plan via OpenAI

A Model Context Protocol (MCP) server implementation for Cisco NSO that enables AI-powered network automation through natural language interactions.

real-time and file-based speech-to-text desktop app powered by OpenAI Whisper with a modern Flet GUI

This is an unofficial python wrapper for chatgpt images 2 api (aka GPT Image 2.0 API)

Sistema operativo cognitivo para Claude Code: orquesta 7 modos de pensamiento según 5 fases de proyecto, con hooks deterministas contra el efecto ancla y la convergencia prematura.

Rotate across multiple Anthropic Claude Code (Max/Pro) subscriptions — picks the account with most 5h/weekly quota headroom, writes a full-scope ~/.claude/.credentials.json, and execs the real claude. OAuth-native, alias-drop-in, no shadow dirs; Remote Control and session-scope features work out of the box.

MCP server that fetches YouTube video transcripts and optionally summarizes them.

GhostPour — Open-source LLM API gateway with auth, multi-provider routing, and subscription-based access control. The invisible hand for your iOS app.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | Claude Skills 精选列表：定制 Claude AI 工作流的技能、资源和工具合集

Gives LLMs precise answers from pre-researched code across repositories and languages - instead of re-scanning files and rebuilding context every session

A Claude Code skill for generating palette-locked, publication-quality blog illustrations (SVG blueprints, Recraft V4 Pro editorial art, composite grids).

Layout Discipline · 排版规范 ：一个给 AI 写网页 / HTML 用的 Agent Skill——统一字号档位、4px 间距栅格、卡片规范与颜色变量，附零依赖自动体检脚本。An Agent Skill that enforces layout rules on AI-generated HTML: a fixed type scale, 4px spacing grid, card specs, color tokens, and a zero-dependency check script.

Sunglasses for AI agents. Protection layer + neighborhood watch.

A deterministic gate for AI-proposed actions: the model suggests, your constraints decide, nothing executes unapproved.

Independent OpenAI-compatible local relay for your own ChatGPT and Claude subscriptions: one standard /v1 API (chat completions, responses), multi-account balancing with automatic failover and retry, and a cross-platform desktop app. Single-user personal use; not affiliated with any provider.

Model Context Protocol server for travel aggregation. Search flights and hotels, track flights in real-time, and find the best travel dates using Amadeus and AviationStack APIs.

🧠 it remembers what your company forgets - an brain that measures itself and patches its own gaps.

Claude Code plugin — 33 agents + 16 skills. Planning, implementation, review, security. Listed in Anthropic's community plugin catalog.

Analyze reviews across multiple scenarios using AI to generate detailed insights and dynamic visual reports for better decision-making.

Sound like you, not AI — feed it one sample of your writing and get a Claude Code skill that rewrites any text in your own voice. Korean & English.

Python Discord bot framework — slash commands, plugins, versioned config schemas, middleware, AI orchestration, and 30+ guides. Supports Claude, OpenAI, Gemini, Groq, and more. 1500+ tests. Production-ready.

Hybrid RAG tutorial pairing a local LLM (Ollama) with Claude for legal document analysis

Enterprise Grade Terraform Deployment of AI Agents Solution in Google Cloud

Self-hosted document intelligence for RAG — parse, classify, split, and extract from PDF/DOCX/PPTX and images: searchable, cited, retrieval-ready chunks and schema-driven extraction

Open-source platform for university students

Standalone RAG backend: hybrid search (pgvector + ParadeDB BM25 + LightRAG graph) with 4-mode rerank (CPU TEI + AMD gfx1151 GPU sidecars: BGE, Qwen3-Reranker 4B/8B) and GLiNER NER fast-mode. FastAPI on :5050. Bind-mount persistence.

Streamlit AI complaint management system with Gemini-powered chatbot, intelligent ticket routing, agent assignment, SQLite, and email notifications.

Customization scripts & tools for the Cyberboy handheld (Raspberry Pi 5): NetRunner network toolkit, CyberRAG offline RAG, voice/TTS, battery/UPS, and labwc desktop integration.

Patent-GPT is an Agentic RAG-based invention copilot combining TRIZ methodology with LLMs. It generates patent ideas, verifies similarities using Hybrid Search, performs autonomous evasion design via LangGraph, and outputs structured patent drafts

Context engineering toolkit for AI applications. Token-aware pipelines, hybrid retrieval and provider-agnostic formatting.

Local corpus retrieval over your own text: BM25 + SPLADE v3 + ColBERTv2, with synthetic eval and an optional relevance judge

Local-first memory for Claude Code — remembers your decisions and the why, reloads the relevant slice every session. No API key.

A five-layer memory architecture for long-running AI assistants that stays coherent after months of daily use — each layer fails independently.

Observability layer for ML/RAG pipelines. Traces every stage, records what was retrieved, what got dropped, and why. Python SDK + FastAPI + React dashboard.

Threads 育兒話題偵察 + RAG 草稿生成 + 人工審核的人機協作系統

An interactive AI Study Suite featuring a modern 4-node dashboard layout. Powered by Gemini 1.5 Flash for Socratic tutoring, automated document parsing (RAG), dynamic quiz generation, and multi-level concept explanations.

This is the Official Implementation of "Can Calibration of Positional Encodings Enhance Long Context Utilization?" by Tom Zehle and Matthias Aßenmacher

🚀 Get smarter financial decisions with AI: multi-LLM support (Ollama, Gemini, OpenAI), natural conversations about your finances, automated portfolio recommendations, and 10-year historical insights.

Free offline AI with complete Wikipedia knowledge - 100% private

Production Modular RAG System: a compact, production-minded Retrieval‑Augmented Generation (RAG) service built with FastAPI: file ingestion, chunking, embeddings, vector indexing, semantic search, and configurable LLM backends (built with strong software base).

RAG（检索增强生成）动手实验项目。涵盖文档加载、多种分块策略、向量嵌入、混合检索（BM25+向量+RRF融合）、LLM答案生成与系统评估，附带 Jupyter 教程、CLI 工具和 Gradio 网页界面！

Evaluation rubric, fixtures, and scoring tools for JakMa's grounded-retrieval pipeline.

This repo contains details of creating and deploying a RAG based AI Agent to AWS EC2

Migrate vector DBs to a new embedding model without re-embedding. Linear maps from ~2K calibration texts, ~87-91% retrieval retention (BEIR-benchmarked).

A focused AI workspace — data analysis, PDF intelligence, chat and automation

Document OCR and Markdown extraction pipeline built on PaddleOCR, designed to feed RAG systems.

A doctor-assistive AI system that interprets medical knowledge and patient images simultaneously. It utilizes a Dual-Encoder architecture to cross-reference textbook theory with visual pathology, generating clinically grounded diagnoses.

Diagnose, quantify, and repair the data-quality issues that degrade RAG retrieval accuracy — local-first, no API keys

Per-claim faithfulness checker for LLM output verifies whether each claim is actually grounded in the source material it was given, with an append-only Verification Log and no default dependency on a real embedding/NLI/LLM API.

AI-first multi-agent SaaS platform. Plug your applications as plugins.

Local OpenAlex database with 284M+ works, abstracts, and semantic search

Nyx — 夜之感知层。Veil Bloom Filter + Mist Phantom 寻回失落记忆，Thalamus 路由 + Hypnos 梦境的第三子系统。

🧪 Evaluate uncensored LLMs for offensive security with targeted questions and clear criteria to ensure effectiveness in real-world penetration testing.

Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.

🎬 工业级 AI 编剧工作站（小说转剧本）：基于 FastAPI + Vue3 架构，首创「双路 RAG 长期实体记忆仓」与「LangGraph 多智能体有向图拓扑编排」技术。支持 EPUB 智能解构、长文本跨时空剧情锁、多通道 SSE 异步流式渲染，将长篇小说全自动、高颗粒度重塑为符合电影工业标准的标准分镜脚本。

Local, self-correcting RAG for scientific papers: hybrid retrieval, sentence-level faithfulness checks, and a reproducible benchmark.

Environmental-test lab platform: SOP execution, ISO 17025 report generation, fixture tracking, and AI-assisted scheduling for temp/humidity chambers. FastAPI · React · SQLite · CI-gated pytest/Vitest.

Stop paying for API credits twice. Luna bridges your existing premium AI subscriptions apps into a seamless, OpenAI compatible local gateway

transformers gguf text-generation-inference unsloth gemma2 trl

GAT — Godot Agent Team: a full-cycle (design→implementation) Godot game-development agent / 游戏制作智能体. Multi-agent, style-locked asset generation, self-evolving knowledge base; runs under both Claude Code and Codex.

A personal AI OS you grow yourself — natural language compiles to a real action language, runs on desktop & phone

Offensive-security focused fork of HERMES-AGENT for authorized bug bounty, pentest, recon, exploit chaining, and report-ready workflows.

A modular, self-documenting AI art director dashboard utilizing Gemini 2.5 Flash for agentic prompt expansion and FLUX.1-schnell for rapid graphic asset generation with an integrated local SQLite data vault.

A powerful robot voice assistant platform with a flexible plugin ecosystem, natural interaction, and an intuitive user interface.

SK hynix 2026 H2 Strategy Initiative - LLM Wiki-based Automated Market Intelligence Hub MVP

Long-term memory your AI coding agents actually share. One brain, many agents — standalone embedded MCP server: SQLite + FTS5 + vector hybrid search, local ONNX embeddings, self-expiring diary. No server, container, or daemon.

Portable SKILL.md library for Claude Code, Codex-compatible agents, BACH, and local-first LLM workflows

Multi-layer token optimization for LLM applications — compress prompts, map codebases, reduce output. Zero required dependencies.

Smart Home with AI: Your private AI Agent using LangGraph, LangChain, Ollama to control home appliances which are being controlled via Micro-controllers like ESP32, ESP8266 etc. It is designed to work completely offline & private in nature. Users can interact to the AI with text prompts or voice commands to control the home appliances.

Um agente conversacional inteligente que responde perguntas sobre o estoque de produtos utilizando um modelo de linguagem (LLM), consultas SQL e interface interativa com Streamlit.

Deterministic snapshot testing for AI agents

具有认知黑板架构和多层记忆系统的生产级类人AGI后端，通过事件驱动设计和分层上下文消除传统多agent系统的重复、超时、污染问题

A four-party collaboration protocol for running AI agent teams on real work — auditable authorization, durable cross-session state, and independent review gating every change.

Turn a DGX Spark GPU cluster into a self-running team of specialized AI agents — cluster control, role-specialized workers, and an autonomous review gate for Hermes

「萦回」AI互动叙事平台 - AI 互动叙事引擎——多 Agent 自主演化沙盒。创建架空世界，角色自主互动、冲突、和解，世界自行演化。支持记忆系统、安全风控、一键小说生成。

MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.

🔌 Portable uncensored AI agent that runs from USB/SSD. 13 autonomous tools (deep search, OSINT, code execution), persistent memory, 5 GGUF models, zero install, zero traces. Cross-platform (Windows + Linux).

Modular artificial cognitive architecture built from scratch, focused on memory, reasoning, knowledge and explainable intelligence.

Deterministic decision rules for AI agents and trading systems. Plain-text rules in, auditable decisions out — the same inputs always replay to the same result. ⚖️

Cryptographic Harness for Uncensorable AI Agent Communication. Post-quantum verification architecture for autonomous AI agents. Fail-closed network policy. NTRU-Encrypt KEM at λ=128. 17/17 leaks fixed. The fence that holds.

Large Language Model (LLM) information redactor that prevents private information from being sent to LLMs from agentic tools by substituting placeholders for private information on outgoing requests and then replaces the placeholders on the incoming responses seamlessly for the agentic tool users.

Live California road map, route planner, and AI assistant - plus an MCP server so any assistant gets CHP incidents, Caltrans closures, chain controls, cameras, and wildfires.

Your personal AI assistant, powered by the models you choose. Connect leading AI providers and messaging platforms through a single intelligent gateway. Remember context across conversations, communicate by voice, and automate everyday work. Run locally, protect your privacy, and customize everything with an extensible plugin SDK.

Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored discovery index across 3,862 plugins in 42 stores. Start with Alex ACT Core.

Local AI voice assistant with wake word detection, screen vision, 31 tools, and Iron Man web UI. Fully offline — Whisper STT, Kokoro TTS, Ollama LLM.

Corporate LLM gateway. Sanitizes traffic between developer Claude Code instances and Anthropic/OpenAI before it leaves the corp boundary.

Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx

Token-efficient exact math for AI agents (SymPy + NumPy): symbolic engine, ODE suite, optimizer, code generator.

gguf gemma4 quantized reasoning chain-of-thought sol

gguf text-generation code coding-assistant qwen2.5-coder en