Python agents

docker region:us

gradio region:us

gradio region:us

docker openenv incident-ops benchmark enterprise region:us

gradio region:us

gradio region:us

static region:us

docker region:us

transformers safetensors qwen3_5_moe image-text-to-text nvfp4 modelopt

gguf iq4_xs qwen3 qwen3.6 agentic long-context

gguf text-generation en dataset:SicariusSicariiStuff/UBW_Tapestries base_model:SicariusSicariiStuff/Assistant_Pepe_8B base_model:quantized:SicariusSicariiStuff/

safetensors qwen3_next fp8 quantized llm-compressor compressed-tensors

transformers gguf code codeqwen chat qwen

gguf text-generation base_model:01-ai/Yi-Coder-1.5B base_model:quantized:01-ai/Yi-Coder-1.5B license:apache-2.0 endpoints_compatible

static reachy_mini reachy_mini_js_app region:us

transformers safetensors qwen3_5_moe image-text-to-text qwen world-model

gguf llama.cpp speculative-decoding mtp gemma4-assistant draft-model

transformers openvino llama text-generation conversational base_model:TinyLlama/TinyLlama-1.1B-Chat-v1.0

gguf mistral quantized 2-bit 3-bit 4-bit

llama.cpp gguf quantized distillation sft reasoning

transformers safetensors qwen3_next text-generation qwen3 nvfp4

An eval framework for multi-agent systems that names the culprit: OTEL traces in, execution graph out, blame analysis on top.

docker icml2026 region:us

llama.cpp gguf text-generation base_model:Qwen/Qwen3-8B-Base base_model:quantized:Qwen/Qwen3-8B-Base license:apache-2.0

gguf therapeutics drug-development text-generation en base_model:google/txgemma-9b-chat

gguf text-generation zh en license:apache-2.0 endpoints_compatible

gguf nvidia chatqa-2 chatqa llama-3 pytorch

gguf text-generation ggml quantized q2_k q3_k_m

gguf rocm rocmfp4 strix-halo gfx1151 speculative-decoding

transformers safetensors qwen2 text-generation unsloth code

EVA - a minimal self-evolving agent that safely rewrites, tests, and promotes better versions of itself inside a hardened Docker sandbox.

An auditable, low-cost, DOM-only browser agent you can read and debug. Glass box, not black box: full audit trace, runs well on cheap models, no screenshots needed.

A workflow-first film planning agent built with LangGraph, featuring review–revision loops, HITL, issue regression tracking, and scoped long-term memory.

⏱️ Time-boxed, self-improving research for Hermes, say "research X for 4 hours," walk away, get a cited report.

Large-scale structured Tamil factual claim dataset with 2.36M claims for NLP, RAG, Knowledge Graphs and Fact Verification.

Small MIT-licensed runtime for bounded LLM traversal, inspired by FPF and focused on practical agent behavior. ISO/IEC 25010 · 27001 · ISO 9001 aligned evidence (not certified).

Local-first agentic research platform that turns project bundles into evidence-bound scientific papers with deterministic gates, scientist-panel review, fault localization, and rollback.

An air-traffic-control protocol for coordinating irreversible actions across multi-agent LLM systems, with a LangGraph adapter.

Diagnostic benchmark for measuring tool-use failures in LLM agents across 1,000 tasks in finance, medicine, law, cybersecurity, and real estate.

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.

Evaluation-driven autonomous development: a harness for agent loops whose acceptance criterion is a metric, not a test suite. Held-out metrics, sealed scoring, integrity checks.

GTM strategy simulator: ML diagnostics (XGBoost/SHAP/SciPy) narrated by a multi-agent LLM boardroom, guardrailed against hallucination

Parallel agents that explore your codebase and generate architecture docs that stay in sync

Python framework for personality-steered LLM agents based on Big Five traits, with Ollama integration and research-oriented conversation simulation.

Gymnasium RL environment for training LLM agents to autonomously debug and fix Python code with secure sandboxing and test-driven feedback.

Reference implementation of the Bitemporal Provenance Memory Architecture (BPMA): an append-only, bitemporal, provenance-first memory ledger for AI agents.

A quality-first control plane for governed AI-agent software development.

AI-Powered Android Automation Assistant

Multi-source agentic AI research system — parallel LangGraph agents scrape Google, Bing & Reddit, reason with source-tuned LLMs, and synthesize triangulated answers via OpenRouter + Bright Data.

An AI code review system that analyzes code for bugs, security issues

A Retrieval-Augmented Generation (RAG) system for Kenyan legal, parliamentary, and news intelligence. NIRU: Neural Intelligence Retrieval Unit

A production-ready LangGraph agent with long-term memory - built from scratch on Redis.

Token-efficient ingestion middleware & concept-diff engine for Deep Research AI agents. Cuts token bloat by 85% with zero quality loss. ⚡

Wisehat AI Helps Whitehats Hunt Wisely

An app built using langchain and streamlit which allows to chat with multiple PDFs and can be run locally with GPUs.

Agentic AI Agent to summarize news of subscribed news sites/letters

AI assistant designed to guide users in selecting the most cost-effective Azure region and virtual machine types based on up-to-date pricing data, powered with LangChain and GPT-4

In modern international business, conversations often shift between languages. Transcript AI bridges this gap by utilizing Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to ensure no context is lost in translation. It doesn't just transcribe; it understands business intent.

AI Dev Squad turns AI coding into a controlled workflow. It helps teams plan, write, and test code faster with clear human approval before changes happen. Built for safer AI-assisted development with Python, LangGraph, LangChain, Codex CLI, Streamlit, and local model-ready routing.

LangChain integration for Scavio Search API - real-time web search with knowledge graphs, multi-platform support

RupeeTravel - Conversational Query Interface

a Langchain sample project written in PyCharm using the OpenAI API which generates Civilization VI advice that always advocates for warlike behavior from the player

Welcome to our new Custom WebSearch Agent, now as an easy-to-use Streamlit app! No more sifting through loads of generic results. With this app, you get a search experience that's all about you. It's like having your own personal search assistant right at your fingertips.

A smart chatbot built with LangChain and RAG to automate cost estimation. Features Cloud VectorStore integration, human-operator handoff.

A state-graph-driven workflow for crafting high-quality Threads.net status updates using Google Gemini. Features iterative refinement through AI writer & editor roles.

Local AI Chat App / ローカル AI チャットアプリ

Syriana Agent — Open-source AI agent platform. Self-evolving, multi-provider, cross-platform. Works in CLI, Telegram, and Discord. MIT License.

Semi-autonomous AI development suite — methodology canon + mechanical review runtime (ztr) + control plane (ACP), coupled by contracts only

基于langgraph的洛克王国世界游戏助手

Append-only protocol for evidence-grounded peer review between AI models: portable citations, per-participant coverage, and a falsifiability gate that promotes findings only when a test proves them

The record/bell split for agent-to-agent comms: durable file mailboxes as the one record, pluggable push notifications (console, file, Discord) as the many bells.

Specification-first generator for bounded, reviewable Harness-Graph-Loop systems.

Multi-agent consensus, formation keeping, and collision avoidance using velocity obstacles.

An asynchronous, multi-agent AI arbitration workspace powered by Llama 3.3 and Gemini 2.0 to extract data and resolve structural contradictions across Legal, Medical, and E-commerce domains.

Personal AI exocortex — a multi-agent LLM system on GCP: RAG long-term memory, hexagonal architecture, provider-agnostic LLMs, ~4,200 tests + CI.

Swarm — evolutionary AI forecasting swarm that finds mispriced YES/NO odds and generates paper trades for now. Polymarket-first, Kalshi next.

An experimental multi-agent AI framework that uses local Ollama models to generate, critique, score, and improve ideas through iterative collaboration.

Append-only, epistemically-graded investigation log for AI-assisted debugging — hypotheses, evidence, and decisions that survive context resets. Stdlib-only Python.

Multi-view consensus fabric for Hermes Agent — Erlang/OTP sidecar in Docker (no host Erlang). RealAndWorks garage lab.

AI-powered Multi-Agent Career Recommendation System using Google ADK

An open-source AI operating system that combines agentic workflows, long-term memory, and RAG to transform knowledge into action.

Operating contracts, task templates, safety gates, and audit scripts for reliable AI agent teams

An AI-powered autonomous data analyst that accepts CSV input, generates Python code using LLMs, executes it, and returns computed answers with built-in retry logic.

Cambium turns one researcher into an institute. Forty-six named AI specialists, gathered into eleven councils, scout the ground, build the work, and verify every number, while you sign off at each of eight human gates. It assists the researcher, never replaces them. Local-first, evidence-checked, honest by design.

Local control plane for terminal AI agents. tmux + SQLite supervision layer for Claude Code, OpenCode, Codex, and shell agents. Manager/worker pattern for multi-agent projects.

Reinforcement learning for multi-agent workflows — where the weights are text you can read.

AI-powered Smart Farming Advisor built with Gemini AI, Multi-Agent Systems, MCP Servers, Streamlit, TensorFlow, and SQLite for intelligent agricultural recommendations.

A high-fidelity beyond-visual-range (BVR) swarm drone air combat simulation platform on JSBSim. Evaluates strategy robustness under non-ideal sensing to bridge sim-to-real gap. Integrates AIM-120C-5 missile dynamics, absolute-state Kalman filter, and Tacview visualization. Designed for academic research on multi-agent coordination and RL validation

One Grok, council-grade judgment — adaptive deliberation in Cursor for architecture, debugging, and resumable MVP builds.

Codex Plugin with Lead/Member Skills for Markdown-based coordination across human and AI coding agents.

🐑✨ A private idea exchange for trusted friends' agents — ideas, never code. Client skill + starter kit. 🌙

Codex 用人機共同開發下的 Loop - CER 工作法：Controller 統籌，同一 Executor 寫檔，只有風險需要時才由 Reviewer 驗收。 Human-guided development loop for Codex:: Controller plans, one Executor writes, and Reviewers check only when risk warrants it.

Vyasa Inc. — the 29-agent Vyasa fleet as a Paperclip / Agent Companies (agentcompanies/v1) company. Import with: paperclipai company import --from .

StudyAgents：五人协作开发的多 Agent 可信知识问答与专项复习系统（Vue 3 / FastAPI / LangGraph / PostgreSQL + pgvector）

多 Agent 协作框架 (Multi-Agent Collaboration System) — 集成 DeepSeek-V3.2 LLM · Skills 技能系统 · MCP 协议 · IDE 风格工作台 · FastAPI + WebSocket · Dark Dashboard

Metis (μῆτις) — distributed cognitive layer over any LLM. Understanding Council → confidence gate (fail-closed) → layered MoA → verifier-with-retry, with DGPD depth gating, memory, economy metering, and an OpenAI-compatible API. A loosely-coupled ecosystem peer: runs fully standalone; every ecosystem hook is optional.

Self-evolving ReAct Multi-Agent Swarm | Balanced模式省60-80% token | 全程思考可见 + 后台自我进化 | 支持Ollama/DeepSeek本地部署 | 🇨🇳 中文版

🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a professional tasks schema, and a unique shared multi-agent coordination hub to prevent coding conflicts in real-time.

AI-Atelier, the all in one personal "atelier" (means handcraft studio in french) that can adapt to your need.

Constitutional Swarm Mesh — orchestrator-free multi-agent governance