# CocoIndex

[Product intro] CocoIndex is an open-source ETL framework for AI workloads with a Rust core engine. It supports incremental processing, custom logic, and heavy transforms beyond classic SQL—LLM inference, structured extraction, vector embeddings, and more—so syncing sources to targets is easy. [Core features] Declarative dataflow: about 100 lines of Python define a transform pipeline. Incremental processing: auto-detect changes, minimize recomputation, reuse cache. Modular components: standard interfaces for ingest, indexing, and multi-type DB export. Multi-mode run: batch, long-running jobs, and fast preview. CocoInsight: built-in lineage tracking and observability to lower data-engineering barriers. Open-source under Apache 2.0 plus an enterprise edition.

[Product intro] CocoIndex is an open-source ETL framework for AI workloads with a Rust core engine. It supports incremental processing, custom logic, and heavy transforms beyond classic SQL—LLM inference, structured extraction, vector embeddings, and more—so syncing sources to targets is easy. [Core features] Declarative dataflow: about 100 lines of Python define a transform pipeline. Incremental processing: auto-detect changes, minimize recomputation, reuse cache. Modular components: standard interfaces for ingest, indexing, and multi-type DB export. Multi-mode run: batch, long-running jobs, and fast preview. CocoInsight: built-in lineage tracking and observability to lower data-engineering barriers. Open-source under Apache 2.0 plus an enterprise edition.

Canonical: https://uniquebase.ai/products/cocoindex
Stable identifier: UB-D8264
Snapshot captured: 2026-11-04T00:48:01.362Z
English updated: 2026-11-04T01:06:54.947Z

## Connected profiles

- [CocoIndex](/companies/cocoindex)

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