Python agents

easy to use openai apis

OpenGPT a framework for producing grounded domain specific LLMs, and NHS-LLM a conversational model for healthcare made using OpenGPT.

OpenGPT 3.5/4 is a project aimed at providing practical and user-friendly APIs. The APIs allow for easy integration with various applications, making it simple for developers to incorporate the natural language processing capabilities of GPT into their projects.

Utility for parsing the OpenGraph tags - with customizable User-Agent headers

OpenHands Agent Server - REST/WebSocket interface for OpenHands AI Agent

Dynamic agent factory for OpenHands that generates micro-agents based on technology keywords

OpenInference span processor for Microsoft Agent Framework - transforms native OpenTelemetry spans to OpenInference format

OpenInference auto-instrumentation for the AgentMinds Python SDK. Emits OTel spans tagged with openinference.span.kind + agentminds.* attributes when agentminds.capture_* and agentminds.init are called.

OpenInference Open Agent Spec Instrumentation

OpenInference Anthropic Instrumentation

Deprecated compatibility package for OpenInference AG2 instrumentation

OpenInference Autogen-Agentchat Instrumentation

OpenInference Bedrock Instrumentation

OpenInference Claude Agent SDK Instrumentation

OpenInference Crewai Instrumentation

OpenInference DSPy Instrumentation

OpenInference Groq Instrumentation

OpenInference Haystack Instrumentation

OpenInference LangChain Instrumentation

OpenInference liteLLM Instrumentation

OpenInference LlamaIndex Instrumentation

OpenInference Mistral AI Instrumentation

OpenInference instrumentation for MonkAI Agent

OpenInference OpenAI Instrumentation

OpenInference OpenAI Agents Instrumentation

OpenInference OpenLLMetry Instrumentation

OpenInference PydanticAI Instrumentation

OpenInference smolagents Instrumentation

OpenInference span processor for Strands Agents - transforms native OpenTelemetry spans to OpenInference format

CrewAI tools for the OpenJobs agent-to-agent job marketplace.

LangChain toolkit for the OpenJobs agent-to-agent job marketplace.

OpenAI Agents SDK integration for the OpenJobs agent-to-agent job marketplace.

AI Agent toolkit for OpenKitx403 Solana wallet authentication

Light weight storage area information for products

LangChain integration for X402 payment protocol

LangGraph integration for X402 payment protocol

openllama

OpenLLM: Self-hosting LLMs Made Easy.

OpenLLM Client: Interacting with OpenLLM HTTP/gRPC server, or any BentoML server.

OpenLLM Core: Core components for OpenLLM.

A tool for generating synthetic function call datasets for Large Language Models (LLMs).

LLM-ready index generator for websites — spec, validator, and CLI tools

End-to-end observability with built-in security guardrails.

LMI command for system storage administration.

OpenMed Agent — AI-powered medical assistant with TUI, agentic workflows, and remote NLP inference.

The ChatGPT plugin to enhance OpenMLDB.

Socket interface to Curve25519 ECDH from an OpenPGP card.

A data collector that pushes records into a centralized server.

Open-source, database-agnostic query agent that translates natural language into vector database operations

OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations.

RETIRED — OpenRAG MCP is now built into the OpenRAG backend as a streamable-HTTP endpoint at /mcp. See README for migration.

OpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations.

Official Python SDK for OpenRAG API

Python Client library implementing the OpenResponses specification

This package provides integration between Pydantic AI and OpenRouter, allowing you to use any model available on OpenRouter with the Pydantic AI framework. The implementation leverages the OpenAI-compatible API provided by OpenRouter.

Standalone terminal agent for OpenRouter with tool actions and context management.

Plug OpenRouter into the OpenAI Agents SDK with a drop-in model provider and RunConfig.

Turn any local AI model into an OpenAI-compatible API

Local video analysis with Ollama vision and optional Whisper audio

OpenSearch Agent Server for OpenSearch Dashboards — multi-agent orchestrator with page-context routing

Haystack 2.x Document Store for OpenSearch

Autonomous Server Cybersecurity Expert Bot - monitors hosts and containers, detects risks, recommends and executes safe remediation

Public Preview - OpenShell + AgentMesh governance skill

Define AI agent teams in YAML — cheap models do bulk work, expensive models make decisions

The Unkillable, Local-First AI Agent Operating System.

OpenTelemetry instrumentation for the Anthropic Claude Agent SDK

OpenTelemetry Anthropic instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Cohere instrumentation

OpenTelemetry Haystack instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry LlamaIndex instrumentation

OpenTelemetry Mistral AI instrumentation

OpenTelemetry Ollama instrumentation

OpenTelemetry OpenAI instrumentation

Instruments Anthropic client for OpenTelemetry

OpenTelemetry openai instrumentation

OpenTelemetry Anthropic instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Bedrock instrumentation

OpenTelemetry Cohere instrumentation

OpenTelemetry crewAI instrumentation

OpenTelemetry Groq instrumentation

OpenTelemetry Haystack instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry langchain_openai.embeddings instrumentation

OpenTelemetry Langchain instrumentation

OpenTelemetry LlamaIndex instrumentation

OpenTelemetry Mistral AI instrumentation

OpenTelemetry Ollama instrumentation

OpenTelemetry OpenAI instrumentation

OpenTelemetry OpenAI Agents instrumentation

OpenTelemetry OpenAI Agents instrumentation (barebones)

OpenTelemetry OpenAI instrumentation

OpenTelemetry Official OpenAI instrumentation

OpenTelemetry langchain_openai.embeddings instrumentation