Python agents

Universal zero-token AI gateway: LLM plan-cache + real device control (Android via rish/Shizuku or ADB, desktop shell)

Context Excavator solves a real problem: when you paste large codebases into ChatGPT, the AI gets lost in noise. You're feeding it 500 lines of code when only 20 lines actually matter. The LLM can't tell the difference, so it gives irrelevant answers. This project extracts only the code that matters, automatically..

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.

Run Claude Code on your Windows PC from Discord -- multi-session channels, local voice in/out (drive mode), git worktrees, and confirm-gated dangerous actions.

DialogBERT implemented by TensorFlow

Multimodal Telegram AI bot: image understanding, voice STT (Whisper) and TTS voice replies, smart group-chat moderation, persistent Gist memory. Gemini or any OpenAI-compatible LLM (Groq, LiteLLM, OneAPI). Single Flask file, 3 dependencies.

rasa custom components to support multiple languages and multiple text scripts

Starter kit for educators to test, adopt and iterate on genAI tools in the classroom

Bobby is the coolest mf

A powerful voice-activated chatbot using Google Generative AI and Google Search API. It leverages large language models (LLMs) to listen, respond, and search the web for you.

🥇 2nd Place | Solution for Hackathon Kiln 2025 | AI-powered assistant that both educates on blockchain concepts and can help advanced users quickly retrieve precise, real-time data using Kiln's API

Upload a CAD PDF to extract text and automatically generate a concise engineering summary using a local LLM.

LLM leveraging OpenAI API to be used in Glific via webhooks

A starter kit for building realtime speech-to-speech applications using the OpenAI Agents SDK and the GPT Realtime API on Azure AI Foundry.

Advanced AI-OCR with FastAPI and OpenAI Integration

Benchmark LLM jailbreak resilience across providers with standardized tests, adversarial mode, rich analytics, and a clean Web UI.

Production-grade multilingual RAG for scientific research across 12 languages (English + 11 Indic). Uses BGE-M3, ChromaDB, hybrid BM25+dense retrieval, cross-encoder reranking, and Gemini 3.6 Flash. Includes fast RAG, LangGraph agents, 6 research tools, NLI verification, multimodal indexing, and grounded citations (<2% hallucinations).

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

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.

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

An open-source engine for deciding when messy records of people, places, organisations, and products refer to the same real-world entity, with evidence, not just similarity scores or identifiers.

HelpDesk Enterprise open source: agente RAG de soporte IT con memoria autocapacitada, Gemini gratis, FastAPI + Streamlit + conector Copilot Studio

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.

Static system dashboard for a Hermes Agent installation: host status, security, model routing, honest cost, memory, cron economics and a capability map — built by cron from the agent's own telemetry. Stdlib-only Python, EN/RU.

PSA is a multi-classifier behavioral analysis engine for LLM responses. It classifies every sentence into behavioral postures, then derives metrics from the posture sequences to detect adversarial stress, sycophancy, hallucination risk, persuasion techniques, and input pressure — in real time.

An interactive chatbot built with LangChain, featuring memory support to keep track of conversations and provide context-aware responses.

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

Multi-Agent Generative AI system to automate CA workflows — Tax, GST, Audit, Compliance & Financial Advisory for Indian MSMEs. Built with LangGraph, LangChain, FastAPI, RAG, and GPT-4o.

Private, self-hosted coordination control plane for coding agents

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.

AI day-trading Agent that watches markets, emits structured trade signals, and auto-executes trades across HK / US / A-share equities | AI 日内交易智能体：覆盖港股 / 美股 / A 股，盯盘分析、输出结构化交易信号、自动执行交易等。

A股多Agent量化交易决策框架 — LangGraph 15位AI分析师辩论式分析，反思闭环+Token优化，支持DeepSeek/Qwen/GLM，附零依赖MCP server | Multi-agent A-share trading framework with reflection loop & MCP server

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.

A RAG agent that answers from your docs with citations, or abstains when the evidence isn't there.

transformers safetensors iquestcoder text-generation code industrial-code

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

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.

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

transformers safetensors nemotron_h text-generation nvidia pytorch

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

safetensors qwen3 chatgpt codex v2 unsloth

A multifunctional QQ Bot based on OneBot protocol

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

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

Universal remote control for AI coding agents via messaging apps

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

A context engineering platform for AI-assisted software development.

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.

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.

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

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.

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.

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.

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

Bounded Agents: Delegation Security for Multi-Agent AI Systems - Reference Implementation and Evaluation Artifact

Provide and generate AI agent prompts with industry guides, glossaries, and multi-provider LLM support for scalable, automated content creation.

Lossless wire format for agent-to-agent handoffs. 36.6% fewer real cl100k_base tokens on held-out ToolBench, every byte of decode overhead counted, byte-exact round trip.

Shared HTTP control plane for Chronicle traces and TokenOps spend: one SQLite, one UI. Agents never open the database file.

Self-hosted AI copilot for OpenWrt router monitoring, diagnostics, management and network operations.

Same you, every coding agent.

Cross-cutting design & typography skill engine with an anti-AI-slop doctrine — deliberate, human-crafted type, colour, layout & UI. Referenced by every Chwezi engine.

Your genome, labs, prescriptions and wearables sit in silos that never compare notes, so contradictions go unnoticed. This reads them against each other, with the source behind every answer — one local engine behind a web UI, a CLI, a Claude skill, and an Ouroboros plugin.

Privacy-first AI assistant for legal documents. Ask questions in natural language, get instant answers with exact sources. Scans contracts for risky clauses automatically. Runs 100% on your computer—no cloud required. Supports local AI (Ollama) or cloud APIs (ChatGPT, Claude, etc.). completely Free

AgentDeck SDK: the execution layer for agentic software. Agents, tools and workflows as plain Python, with sessions, streaming, events, human approval and run control.

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.

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

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

A bounded math reasoning agent with Lean 4 verification — conjecture, proof, verified conclusion

让任意 Harness（ZCode/Claude Code/Codex…）调用 OpenCode 作为子 Agent：并行派活、续跑迭代、模型自由——不绑定主 Agent 供应商，可混用 DeepSeek/GLM/Kimi/免费档/Claude 等任意套餐，节省高级模型 token（AI skill + CLI）

AI powered CLI tool to clone and run any repo.

Faraday: An Autonomous Web Research Agent (LangGraph/Streamlit). 🕵️‍♀️ Investigates queries using dynamic tools (Tavily, Google, NewsAPI, etc.), gathers multi-source info, and synthesizes structured reports in a Streamlit UI. Features agentic workflow & source tracking.

Open-source AI terminal for China A-shares — stitches the best open-source quant projects (TradingAgents, Kronos, Chronos-Bolt, XGBoost) into one pipeline: multi-agent analysis → predict → verify → WeChat bot. 开源A股AI投研终端:缝合市面最强开源量化项目,预测-验证闭环+微信机器人

Python bridge between MAX Bot API and Hermes Agent. Webhook, Docker, systemd.

An AI-native procurement assistant that turns procurement workflows into natural language actions.

Agentic AI code review for GitLab MRs and GitHub PRs, with the LLM of your choice. Posts only actionable findings as inline review threads.

Bo cham diem AI Agent dung Skill/Tool cho AutoCAD - Civil 3D - Revit BIM cau. 48 case, 6 hard gate, 197 test cho chinh bo cham.

Multi-AI discussion tool. Claude, Gemini, and ChatGPT debate, discuss, and build on each other's ideas live in your terminal.

🛰️ Autonomous multi-agent AI trading system for XAUUSD (Gold) & BTCUSD on MT5 — quant ML ensemble (XGBoost/LightGBM/LSTM/HMM) + GenAI bull/bear debate + PPO reinforcement learning + live behavioral risk manager. 9 microservices, Next.js dashboard.