Python agents

Raindrop integration for OpenAI Agents SDK — automatic tracing of agent runs, LLM generations, tool calls, and handoffs.

Raindrop integration for Pydantic AI — automatic observability for Agent run() and run_sync() calls

AI Agents framework with Pydantic AI support and LLM Gateway integration

AI Agents framework with Pydantic AI support and LLM Gateway integration

Program complex multi-agent workflows with a typed DSL, a CLI-first runtime, and repo-local run state.

Ralph - Autonomous Claude Code Agent Runner

Command line tool to register the current host with your Rancher server

An up-to-date simple random user-agent with real world database.

A package to get random user agents based filters provided by user

Randomly returns a weighted user agent for firewall evasion

gets random useragent

Library for fetching random user agents based on device type (desktop, mobile, etc.).

A Package for reranking with LLMs (pointwise, pairwise, and listwise)

A sample Python project

Base framework for building RAO (Retrieval-Augmented Orchestrator) agents on the Progress Agentic RAG platform

LLM utils created by Raptor

Fast local RAG - search your documents with AI, no cloud needed

A lightweight building block for creating extensible multi-agent systems with specialized architecture patterns and structured agent collaboration

A simple framework for building AI agents

A small framework for building predictable multi-tool LLM agents.

provides an archetypes storage which stores files on the filesystem into a mercurial repository

CLI tooling for Rare agent identity flows

Generate an alert when your garage door is left open

Ratchet.io server-side agent

LLM ratelimiter for Python.

A powerful and flexible LLM interface library for Gemini and other models.

The simplest way to context engineer. Minimal streaming CLI clients for Claude and Gemini.

RawLLM – minimal orchestrator that exposes the raw power of LLMs

Haystack pipelines with Ray

Deploy vLLM models to a ray cluster

A Computer-use Agent for the Windows Operating System.

A Python-based API for Using Renderbus cloud rendering service.

MCP Server for LightRAG (RazumHub fork with HTTPS support and JWT auto-renewal)

Claude Code CLI wrapper with tmux session management, subprocess execution, and OAuth token handling

Simple, Safe, and Secure RAG from Haize Labs

基于ChatGPT的企业微信聊天应用，通过 [OpenAI](https://github.com/openai/openai-quickstart-python) 接口生成对话内容，使用 [wechatpy](https://github.com/wechatpy/wechatpy) 实现企业微信应用号消息的接收和回复.

A library that connects to ams using argo-ams-library and syncs with MITREid, SimpleSAMLphp and Keycloak

Remote control for Claude Code via Telegram

Client for the Research Data Storage Registry, Research Computing Services, University of Melbourne.

Research & Development Agent

reshape data type in py language

AWS Cloudwatch RDS Tool for creating Metric Alarms

A small example package

Reserved package to prevent dependency confusion.

Microsoft's Bing Chat AI

Microsoft's Bing Chat AI

Unofficial reverse-engineered ChatGPT API in Python.

Framework-agnostic compensation/rollback library for ReAct agents

Multi-agent LLM orchestration: hybrid DAG planning, two-tier memory, streaming, cost/token budgets with per-call-site breakdown

A custom reactive AI Agent framework for LLM-driven task execution

RAG读取与构建index知识库

Agentic CLI tool to auto-generate professional README.md files

automatically generates your project's coverage badge using the shields.io service, and then updates your README

A package for generating README.md files using LLMs

A readonly wrapper around a ZODB storage

Facebook RL

A simple custom LLM wrapper for llama.cpp with LangChain compatibility.

Get Real user agent from auto update

Reinforcement Agent Learning Language Model

Vision Turbo-Shell for reallog.ai — camera vision → PLATO → agent

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Python library for executing Agent Flows - visual, no-code workflows for AI agents

AI Agent that builds workflow automations via natural language

MCP server for RealTimeX Agent Flows - dynamically provides tools based on available flows

General purpose 'deep agent' with sub-agent spawning, todo list capabilities, and mock file system. Built on LangGraph.

Python langchain-like client library for the Rebyte API

Recursive Language Models for unbounded context processing

Agents of recall space.

Enterprise-grade persistent memory for LangChain agents

Semantic caching for LLMs. Ask once, recall forever.

Recc Object Storage

Recommendation Agent AI Agent Directory to Host All Recommendation Agent related AI Agents Services, Community, Reviews and More.

En el presente proyecto muestro la construcción de una sistema de recomendación, el sistema permite recomendar recursos a través del uso de mecanismos de Procesamiento de lenguaje natura como agentes langchain, IA generatica y embeddings.

Code-coverage visualizer for binary-matching game reverse engineering

Recruiting Agent AI Agent Directory to Host All Recruiting Agent related AI Agents Services, Community, Reviews and More.

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Recurve Agent

A Python package that awakens the red dragon

Adversarial testing for LLM applications. Pip install. Async-first. Reproducible.

Reusable infrastructure for building AI agents with Redis

Python Client SDK for Redis Agent Memory Service

A user-friendly package designed to save chat history conversation and truncate conversation if user exceeds max token when using OpenAI chat completion.

Redis integrations for OpenAI Agents SDK - session management, vector search, caching, and observability

re:doubt Bot Python SDK

A state-based server management system (agent package)

Django hex storage is add-on on the top of Django file system. It has improvements that cover: international filenames (processed with pinyin module) and the same file names (django adds underscore to same filename, we add HEX hash) - hence the name :)

Pull-based RedOS worker runtime agent for WORKER_RUNTIME task execution.

reeln-cli plugin for OpenAI-powered LLM integration (metadata, translation, zoom)

A new package designed to facilitate structured and reliable analysis of user input related to software refactoring in the context of LLM capabilities. It accepts a user's discussion or question about

Security Remediation Agent for Python codebases

ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models

Accessibility refinements to Claude Desktop

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BM25s VectorStore and KeywordSearch plugin for refinire-rag

ChromaDB VectorStore plugin for refinire-rag

Docling plugin for refinire-rag to read various document formats

Enterprise Multi-Tenant AI Companion Platform