cocoindex-io/cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

Python11K stars886 forks+163 today

Topics

#ai#change-data-capture#data-indexing#etl#indexing#python#rag#real-time#rust#semantic-search#data-engineering#data-processing#help-wanted#knowledge-graph#llm#context-engineering#agentic-data-framework#long-horizon-agent#ai-agents#codebase-intelligence

What it does

CocoIndex is an incremental engine that keeps AI agents and LLM applications updated with fresh, continuous context from various data sources, enhancing their reasoning capabilities without the need for batch processing.

Star history

Not enough history yet — 1 day(s) recorded. The daily snapshot builds this up.

Tracking

Last trending: 2026-05-04

Creator kit

Hook

Transform your AI agent's performance with CocoIndex - get fresh context in just 10 minutes! 🚀🌟 #CocoIndex #AIInnovation

Content angles

How to integrate CocoIndex into existing AI workflows for better data freshness.
Case study: Improving an LLM application’s efficiency using incremental processing techniques.
Comparative analysis: Benefits of CocoIndex over traditional batch processing methods in AI contexts.

Who should care

AI developers, machine learning engineers, and content creators interested in improving the performance of their AI applications.