Python agents

s3 guillotina storage support

guinsoft_pyautogen

guinsoft_rags

Gumo Storage Library

Python Client for Gurux DLMS library

Python SDK for the Gushwork Retrieval-Augmented Generation (RAG) API

Python SDK for the Gushwork Retrieval-Augmented Generation (RAG) API

Unofficial GuteFrage api. Check https://github.com/DAMcraft/gutefrage/wiki on how to use it

GWASLab Agent

Environment API for LLM agents.

Sokoban-inspired multi-agent environment for OpenAI Gym

gymagent

A coding AI agent runner for Claude Code

Client library for Enterprise h2oGPTe

MCP API server for h2oGPTe

Automated tool for migrating h2oGPTe collections

The Python client for H2OGPTe REST API

Django models for GSM Association TAP 3.11

An statiscian package for python & very easy version

HackAgent is an open-source security toolkit to detect vulnerabilities of your AI Agents.

Helping Ethical Hackers use LLMs in 50 lines of code

hagent framework library

A simple Python package for demonstration purposes

可复用的 Agent 框架库，支持中国大模型

ChatGPT implementation in Hakutaku Artificial Intelligence (HAI) Platform.

A command-line interface for interacting with Ollama AI models

Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required

Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required - Minimal dependencies

Specialized agent for hair style and color editing

Advanced hairstyle recommendation agent with rule-based scoring

Production-ready agent implementations: SimpleAgent, ReactAgent, MultiAgent, MemoryAgent, RAG variants, and more

Temporal-aware re-ranking engine for RAG

The challenge is to create an agent that can succeed in the game of Halite IV. (Kaggle Proj) https://www.kaggle.com/c/halite

Reproducibility is the hallmark of the scientific method

An integration testing library that runs tests from yaml configuration.

A simple tool for HandGPT

Core governance layer for handlebar (https://gethandlebar.com)

AI control layer for Langchain agents

Core governance layer for handlebar (https://gethandlebar.com)

Seamlessly switch between AI coding agents without losing context.

An integration of Han Language Processing - HanLP as a ChineseDocumentSplitter component.

Hanzo Agent SDK

Python SDK for the Hanzo Agents control plane

Library to easily interface with LLM API providers

Agent tools for Hanzo AI - multi-agent orchestration, CLI agents, swarms

Models through Hanzo as MCP tools: llm (Enso routing, the catalog, plan limits, feedback) and kai_decide (Kai decisions)

HAON PowerHub — miner agent: rent out idle GPU time on a decentralized compute marketplace.

Governance hooks for AI coding agents — enforce safety, git hygiene, and project rules via Claude Code hooks.

LLM advisors with varied personalities and knowledge bases

happy_vllm is a REST API for vLLM, production ready

Collection of Harbor agents for AI evaluation

Evaluation-First Control Layer for Enterprise RAG Systems

Multi-provider coding agent CLI + SDK

Production-Ready AI Agent Development Framework

Harp Agent

CLI research agent for restaurant web research

A command-line tool to mitigate homology-based data leakage in sequence-to-expression models

Implementation of Simple-HashStorage.

Linux desktop agent to allow MPRIS multimedia control from Home Assistant

Client for the HASTE storage plaform: http://haste.research.it.uu.se

HatiData Python SDK — agent memory, semantic triggers, branching, chain-of-thought, and sub-10ms SQL for AI agents

File storage for HawkAPI — local, S3, GCS, Azure backends, pre-signed URLs, streaming uploads

A Python SDK for building and managing AI agents with integrated memory, knowledge base, and workflow management

A Python SDK for building AI agents with minimal code using Hawkins ecosystem with HawkinDB memory

A Python SDK for building and managing AI agents with integrated memory, knowledge base, and workflow management

A Python package for building RAG systems with HawkinsDB and multiple data source integrations

Search C Structures in a process' memory

LLM framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data.

Cassandra integration for Haystack AI with ANN vector search via SAI (Cassandra 5.0+)

Various BM25 algorithms for document ranking

A Haystack component for web search via the Brave Search API

Bright Data integration for Haystack - web scraping, SERP API, and data extraction from 45+ websites

Haystack integration for Built-Simple research APIs (PubMed, ArXiv)

The official CLI for Haystack Agentic AI Framework

Haystack Python OpenTracing Implementation

Core files for haystack CMS

Haystack node for checking the entailment between a statement and a list of Documents

Experimental components and features for the Haystack LLM framework.

A human in the loop tool to refine queries. For use with haystack agents

Sparse-Dense Embeddings for Pinecone in Haystack

An Lemmatizing node for Deepset Haystack

Memory library for Haystack NLP agents.

Functions related to Haystack ML

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Haystack components for x402 payments - let pipelines pay for APIs

An integration package connecting OPEA and Haystack

Haystack converter for oxidize-pdf — fast, Rust-powered PDF parsing with element-disjoint RAG chunking, ByteStream-aware

Haystack integration for PraisonAI multi-agent framework

Async Project Haystack client and ontology library for Python

Define haystack components with pydantic models

Pydoc custom tools for Haystack docs

Use redis as a persistence layer for Whoosh and Haystack

Reverse C Structures from a process' memory

Spraay x402 Gateway integration for Haystack - multi-chain batch payments, balances, RPC, and oracles for AI agents