Python agents

Quickly get coverage statistics given reads and an assembly

SDK para monitoramento e observabilidade de agentes de IA — KPI Agentes

A Python package for RAG performance evaluation

A clean mathematical utility package.

glue and tape

Python SDK for the Kraken Agent API

Kraken gstorage

Universal LLM framework with full OpenAI API support

Kreuzberg document extraction tool for CrewAI agents

Kreuzberg document converter for Haystack

Kreuzberg document extraction pipeline for txtai and other callable-based frameworks

Kronos Agent OS (KAOS): self-hosted runtime for durable AI agents with memory, skills, MCP tools, automations, and sub-agent coordination

Krow Agent SDK — extend the Krow agent engine with custom plugins, ACTs, tools, hints, gates and more.

KRules k8s subjects storage implementation

KRules mongodb subjects storage implementation

KRules redis subjects storage implementation

Kryten LLM integration service - provides AI chat responses and interactions

A Python library for knit_space operations.

A Python wrapper for OpenAI-like API with custom access key management

KServe Storage Handler. This module is responsible to download the models from the provided source

A flexible Retrieval-Augmented Generation framework by Ksschkw

KT DS AgentOps SDK - Agent observability, tracing, and evaluation metrics

AI Terminal Agent

LLM infrastructure layer with multi-provider fallback, health monitoring, speed probing, and alerting.

A Kubernetes copilot agent powered by OpenAI

A natural language CLI agent for Kubernetes cluster management

A Python library for building LangGraph agents from YAML configuration with OpenAI-compatible REST API

Using human language to interact with Kubernetes

KubraGen: programmatic Kubernetes YAML generator

KubraGen2: programmatic Kubernetes YAML generator

OpenAI-compatible REST API using AWS Bedrock as a backend

Application layer abstraction for integrating with AWS bedrock APIs

Canonical event schema for Kurrent agent integrations (schema v2)

fake user_agent

WIP

Know Your Agent — An open standard for AI agent identity, compliance, and auditability

KyberShield security integration for Claude and Anthropic SDK

A PyTorch-based GPT model implementation with configurable architecture

A package for large language model prompts

Multi-agent Discord runtime for hub-and-spoke AI teams — forked from open-strix

Industrial-grade Agent Git Workflow Tools

libCellML Library: A library for the parsing, printing, and manipulation

LangChain integration for L402sdk — L402 Lightning payments in AI agents

Layout Aware RAG

A label-driven RAG pipeline built on top of paralabelgen.

A lightweight framework for building LLM-based agents

L'Agent - Minimal experimental framework for building agents with local LLM deployments. Zero bloat, maximum simplicity.

Agent runtime (observe/decide/act) — installs `lagra` for the underlying engine

A Pytorch-based package by LightOn AI Research allowing to perform inference with PAGnol models.

Lambda - A minimal AI coding agent

Lambda utils

Uma biblioteca Python leve para RAG (Retrieval-Augmented Generation) compatível com LangChain, que não requer dependências pesadas como NumPy ou bibliotecas de ML.

Centralized model caching and serving layer for Lamina OS

LanceDB backed datastore and retrievers for Haystack 2.X

Python library for landscape analysis with DEMs

Multi-agent autonomous coding system powered by Flanes version control

A modern and secure RAG chatbot using FastAPI and LangChain.

LangAgent is a powerful multi-agent system designed to automate and streamline complex tasks, including research, automated code generation, logical reasoning, data analysis, business intelligence, trading insights, and dynamic reporting.

Building applications with LLMs through composability

Official Langchain client for 0g.ai Inference SDK

2ly python module providing helpers to quickly connect 2ly to your agents in Python.

A simple security checker for LangChain variables

An integration package connecting Abso and LangChain

Expose LangChain and LangGraph agents through ACP Kit.

An integration package connecting Actian VectorAI DB and LangChain

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LangChain integration for Adeu — track-changes for DOCX in the LLM era

LangChain integration for advertools

Aegis governance integration for LangChain — add policy enforcement, risk assessment, and audit logging to any LangChain tool.

LangChain integration for Aerospike Vector Store

An integration package connecting AgbIntegration and LangChain

LangChain integration for Apache AGE (graph) + pgvector (vector) on PostgreSQL

LangChain integration for the AgensGraph graph + vector store.

A LangChain-based chat agent with tool integration

Agent runtime governance for LangChain, powered by Cerone.

LangChain tool for Hour.IT Agent Hub - Crypto-native AI services

LangChain middleware integration for OWASP Agent Memory Guard — runtime defense against AI agent memory poisoning (ASI06)

LangChain Agent - NEAR Content Creator

LangChain Agent - NEAR Data Analyst

LangChain Agent - NEAR NFT Collector

A universal, framework-agnostic LangChain Agent protocol for cross-project portability

Registri LangChain integration — discover and interact with AI agents from LangChain and LangGraph workflows

Lightweight server for LangChain and LangGraph agents. Serve any agent as a REST API with invoke and streaming endpoints.

LangChain integration for Agent Toolbox API — 13 tools for AI agents: search, extract, screenshot, weather, finance, news, translate, geoip, whois, dns, pdf-extract, and qr code generation

LangChain-compatible tools for weather, crypto, security, memory and more — works with any LangChain agent

LangChain and CrewAI tools for the Agent Trust Stack — cryptographic provenance logging (CoC) and decentralized reputation scoring (ARP) for autonomous AI agents.

Integration package for AgentBay with LangChain

Amazon Bedrock AgentCore Code Interpreter sandbox integration for Deep Agents

LangChain Tool wrapper for AgentFetch — token-budgeted web fetch for AI agents.

AgentFolio identity & trust tools for LangChain agents

AgentID integration for LangChain — identity, discovery, and trust for AI agents

Composable extension framework for LangGraph agents

AgentLattice governance wrapper for LangChain tools — gate() before every tool execution.

AgentLock authorization middleware for LangChain tool calls.

Official AgentMail integration for LangChain

AgentMesh trust layer integration for LangChain - cryptographic identity and trust-gated tool execution

AgentOath trust protocol integration for LangChain -- automatic trust receipts for chains, tools, and LLM calls.

LangChain integration for AgentOracle — trust verification tools for AI agents

LangChain tools for AgentPayment Network — autonomous agent-to-agent payments