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Cocoindex

Incremental engine for long horizon AI agents — build persistent, stateful autonomous agents with Python

★ 10,651 GitHub Apache-2.0 ai-agentsincremental-computingpythonagent-frameworkstateful-agents AI Agents

Overview

Cocoindex is an open-source incremental engine purpose-built for long horizon AI agents. Unlike traditional agent frameworks that re-process everything each time, Cocoindex maintains persistent state and only processes what changed. This makes it ideal for agents that run for hours or days, handling complex workflows with minimal overhead. Key features include dataflow-based agent design, automatic state persistence across restarts, incremental processing for efficiency, and a Python-native API. It's built for AI agents that need to maintain context, accumulate knowledge, and execute long-running tasks reliably. With 10,600+ GitHub stars and an Apache-2.0 license, it's quickly becoming the go-to framework for production agent workflows.

Requirements

Min vCPU
1
Min RAM
2048 MB
Min Disk
10 GB
Rec vCPU
2
Rec RAM
4096 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  cocoindex:
    image: cocoindex/cocoindex-code:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/cocoindex:/data

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Guides & articles

Cocoindex Tutorial: Build a Persistent GitHub Monitor Agent in 10 Minutes

Step-by-step tutorial to build a real persistent AI agent with Cocoindex. Stateful, crash-resistant, and incrementally efficient.

Jul 9, 2026

Cocoindex Guide: The Incremental Engine for Long-Horizon AI Agents

Discover Cocoindex — the open-source incremental engine for persistent, stateful AI agents that remember everything. 10.6K stars, Apache-2.0.

Jul 9, 2026