Shypd.aiThe largest open index of AI toolscocoindex is an open-source data transformation framework that provides an incremental engine for long-horizon AI agents. It turns various data sources into live, continuously fresh context for AI agents and LLM apps with minimal incremental processing.
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cocoindex is an open-source, incremental engine designed for long-horizon AI agents and LLM applications. It efficiently transforms diverse data sources, including codebases, meeting notes, inboxes, Slack, PDFs, and videos, into continuously fresh context. The framework focuses on minimal incremental processing, ensuring that only changes (deltas) are recomputed, which is crucial for maintaining data freshness without extensive re-embedding. Built with a Rust core, cocoindex offers production-grade performance, parallel chunking, zero-copy transforms, and failure isolation. It supports scaling from single repositories to petabyte-scale data stores, making it suitable for enterprise-level applications where keeping large corpora fresh is essential. Developers can declare data targets, and cocoindex automatically keeps them in sync, propagating changes across joins and lookups and retiring stale rows.
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