Python agents

AutoGPT plugin for AI agent casino — provably fair dice gambling API, crypto betting, zero-trust verification. 99% RTP, 70+ chains.

TrustGuard security integration for AutoGPT agents

Dataset-agnostic knowledge graph builder with optional LLM and Neo4j integrations.

Ship RAG based LLM Web API's, in seconds.

Automagent - Coming soon.

Automagik agents templates

Automators AI Agent

Library for Mixing Multiple Models with differential costs and performance.

A Experiment Suite

AutoRAG is a flexible and scalable solution for building Retrieval-Augmented Generation (RAG) systems.

数字风控智能体(神荼), 主要负责对用户提交资料进行KYC

An autonomous agent to interact with environment.

An autonomous agent system demonstrating LLM-based decision-making in a closed-loop control architecture

Self-healing telemetry proxy SDK for AI Agents

Build apps autonomously with Claude Code CLI

A cloud-ready, ML-powered, rule-driven data quality agent.

Autonomous monitoring and recovery agent for Flask + MongoDB applications

Open source terminal-based AI coding agent built from scratch

Experimentalist that uses statistical leverage to determine the next data to sample.

Experimentalist that uses statistical leverage to determine the next data to sample.

A CLI tool that automates RAG hyperparameter optimization using Bayesian search and synthetic data generation

AutoRT - Pytorch

Provides Autoscale.app with the necessary metrics for autoscaling web and worker processes

Python adapter for "swagger-coverage" tool

autotrain_llm

Shared utilities for Autourgos agents — colored logger, tool executor, and history tracking.

A web scraping and data extraction tool.

Some debugging tools for AV engineers to use

A simple llm package.

AI agent wrapper for AvalAI API with retry and model fallback support

Build custom annotation workflow agents for the Avala platform

pip3 install avatar-agent

Moving averaging schemes (exponentially weighted, polynomial-decay).

A library to calculate the average of marks

Prints the average hex color of an image.

Calculates the average decision ordering metric

A Python library for calculating average spend

Face averaging in Python made simple.

A package to calculate average methylation scores.

Descriptors of crystals based on geometry (isometry invariants).

A sample Averaging project

Average pixels from multiple images off Bing Image Search

Averaged Perceptron

A library to calculate the average of marks

averagejoe

To find avg

A simple Python library to calculate averages of values.

Apheleia Verification Library RISCV Coverage Framework. Collect architectural coverage from elf and trace files with no HDL intermediate

Agent Veil Protocol integration for AgentMesh trust engine

A library for avt agent

AI agents for agentic workflows deployable to multiple chatbot platforms

Guardrails for AI agents — hallucination detection, tool call validation, circuit breakers, rate limiting, and budget enforcement. One decorator. Any LLM framework.

A microservice using FastAPI, PostgreSQL, OpenSearch, and LangChain.

MCP server providing AI agent inspiration from the awesome-llm-apps collection

A unified wrapper for multiple LLM APIs including OpenAI, Gemini, and Anthropic

Agent Workflow Protocol — an open standard for orchestrating multi-agent AI workflows with YAML definitions, DAG execution, and recursive delegation loops (A0-A4 autonomy)

A2A server for AWS Bedrock AgentCore agents

MCP server providing comprehensive AWS AgentCore documentation for building production-ready AI agents with enterprise security, observability, and scalability

A2A server for AWS Bedrock AgentCore agents

A CLI tool that reports on the cost per model on AWS Bedrock

Make the Amazon Bedrock Runtime API easier to use with intuitive Python interfaces and type-safe utilities.

A lightweight library for generating short-term bearer tokens for AWS Bedrock API authentication

Async Python wrapper for AWS Bedrock LLMs with caching, retries, and structured outputs

@aws-cdk/asset-node-proxy-agent-v5

@aws-cdk/asset-node-proxy-agent-v6

The CDK Construct Library for Amazon Bedrock

The CDK Construct Library for Amazon Bedrock

An AWS Lambda layer that contains the `proxy-agent` NPM dependency

Find CloudFormation stacks across AWS accounts using SSO

AI-powered AWS IAM agent with key rotation and Secrets Manager support

AWS IAM security agent with GPT-4 for key rotation & secrets management

Pydantic v2 models for AWS bedrock, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_agent, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_agent_runtime, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_agentcore, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_agentcore_control, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_data_automation, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_data_automation_runtime, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS bedrock_runtime, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS devops_agent, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS kinesis_video_webrtc_storage, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS securityagent, shipped as a PEP 420 namespace extension of aws-resource-validator.

Pydantic v2 models for AWS storagegateway, shipped as a PEP 420 namespace extension of aws-resource-validator.

CDK constructs for defining an interaction between an AWS Lambda function and an Amazon Bedrock inference profile.

ssm-tunnel-agent for ssm-tunnel script from aws-ssm-tools package

Python client sdk of CR-LLM.

aws_sdk_bedrock_runtime client

Model Context Protocol (MCP) server for Amazon Bedrock AgentCore services

An AWS Labs Model Context Protocol (MCP) server for Bedrock Custom Model Import

An AWS Labs Model Context Protocol (MCP) server for Bedrock Data Automation

An AWS Labs Model Context Protocol (MCP) server for Bedrock Knowledge Base Retrieval

An AWS Labs Model Context Protocol (MCP) server bedrock-kb-retrieval expert

Agent execution engine with Plan-Observe-Replan (POR) and plugin architecture

A lightweight Python AI agent framework

Anthropic Claude transport for Axio (direct API and Vertex AI)

OpenAI-compatible transport for Axio