Overview
[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.
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【产品介绍】CocoIndex 是一个专为 AI 工作负载设计的开源 ETL 框架，核心引擎采用 Rust 编写。该产品支持增量处理、自定义逻辑和超越传统 SQL 的重计算转换（如 LLM 推理、结构化提取、向量嵌入等），可轻松实现数据源与目标的同步。【核心功能】声明式数据流：约 100 行 Python 代码即可完成数据转换流程定义增量处理：自动识别变更，最小化重复计算，复用缓存提升效率模块化组件：提供数据摄取、索引处理、多类型数据库导出的标准化接口多模式运行：支持批处理、长期任务和快速预览模式CocoInsight：内置数据血缘追踪和可观测性工具，降低数据工程门槛产品提供开源版本（Apache 2.0 协议）和企业版支持。