{"id":"f524b10c-52c8-418d-9729-d078d6655fe5","kind":"products","code":"UB-D8264","name":"CocoIndex","nameBasis":"original-brand","summary":"[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.","description":"[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.","country":null,"category":"Coding assistants","originalName":"CocoIndex","eventDate":null,"website":null,"sourceUpdatedAt":"2026-11-03T21:00:17.528Z","englishUpdatedAt":"2026-11-04T01:06:54.947Z","reviewedAt":"2026-11-04T01:06:54.947Z","snapshotAt":"2026-11-04T00:48:01.362Z","sourceHash":"b097ef486ec7091b771a93e72bb163d4cdd5433e90d12cf0a4758bca4f867e81","companyId":"6d571d7a-15df-4d59-9d0f-1c1f7d618f05","foundedYear":null,"logoUrl":null,"originalText":"【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。","sources":[],"related":[{"id":"6d571d7a-15df-4d59-9d0f-1c1f7d618f05","kind":"companies","code":"UB-C11820","name":"CocoIndex","nameBasis":"source-english","summary":"incremental data framework for AI agents","description":"Open-source incremental data framework for AI agents. Keep codebases, docs, and knowledge continuously indexed — fresh context, zero re-processing. Python API.","country":null,"category":null,"originalName":"CocoIndex","eventDate":null,"website":"https://cocoindex.io/","sourceUpdatedAt":"2026-10-26T00:00:00.000Z","englishUpdatedAt":"2026-11-01T02:03:53.373Z","reviewedAt":"2026-11-01T02:03:53.373Z","snapshotAt":"2026-11-01T00:40:31.077Z","sourceHash":"82e1bc9f7418f71941c187c68fbc3c1247eff3517703e81f8047f8d1766f1e0f","companyId":null,"foundedYear":null,"logoUrl":null,"path":"/companies/cocoindex"}],"path":"/products/cocoindex","structured":{"city":null,"country":null,"location":null,"role":null,"category":"Coding assistants","company":{"name":"CocoIndex","path":"/companies/cocoindex"}},"definition":"CocoIndex is a product in the Coding assistants category from CocoIndex.","summaryBasis":"translated","thin":false,"canonical":"https://uniquebase.ai/products/cocoindex"}