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Python agents
65,757 Python AI agents indexed on MeshKore — the most complete public catalog, ranked by popularity and updated daily.
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Python agents — page 545 of 658
Observability and tracing for Retrieval-Augmented Generation pipelines
Lightweight RAG evaluation framework with Korean language support, BGE-M3 embeddings, and HCX-005/Gemini LLMs
It is a ragtrain!
Radar Analysis Graphical Utility (RAGU)
Security middleware for RAG pipelines — detect adversarial hallucination attacks before they reach your LLM.
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Ragul — an agglutinative programming language
A tool for evaluating RAG pipelines
Retrieval augmented validation for TF inference in single cell biology
A package that abstracts most of the utilities used in RAG applications
Self-optimizing RAG: adaptive pipeline routing, multi-LLM, citations, persistence
Async-first version tracking system for RAG applications
5-dimensional production drift detection for RAG systems.
Decorator-First RAG Visualizer
A open-source tool to to visualise your RAG documents 🔮.
A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation
OpenTelemetry-native RAG observability SDK with semantic quality scores
The way to build RAG — modular, configurable, plugin-based
Production-grade RAG toolkit for document ingestion and retrieval with hybrid search support
Production-grade RAG in 4 lines — hybrid search, streaming, and agent tools on by default.
A comprehensive benchmarking framework for Retrieval-Augmented Generation (RAG) systems
Unstable experiments with pycord.
A simple RAG (Retrieval-Augumented Generation) Task Manager
A package for LLMOps related tasks
A RAG (Retrieval-Augmented Generation) toolkit with Milvus integration
A open-source tool to to visualise your RAG documents 🔮.
A simple RAG (Retrieval-Augmented Generation) framework for Python.
Sending big files with mqtt feature was added
Raindrop observability integration for Azure OpenAI
Raindrop observability integration for AWS Bedrock
Raindrop integration for CrewAI multi-agent framework
Raindrop integration for Deep Agents
Raindrop observability integration for DSPy
Raindrop integration for LangChain
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