Data infrastructure for long-horizon and retrieval-driven AI agents.
Index a codebase for RAG and AI coding agents with CocoIndex V1 and Tree-sitter: language-aware chunking, embedding, and a live vector index in async Python.
Walk through a live CocoIndex pipeline that watches a folder of CSV files and publishes each row as JSON to a Kafka topic incrementally, with no glue code.
CocoIndex V1 is live: a ground-up redesign of incremental data pipelines, built for AI engineers and agent builders shipping RAG, memory, and knowledge graphs.
Five patterns for a Python CLI background daemon that auto-starts, upgrades transparently, and shuts down in under a second, from the daemon behind cocoindex-code.
Why the next wave of AI needs open-source, scalable, AI-native data infrastructure, and how CocoIndex is building the foundation for intelligent data pipelines.