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开源项目 CocoIndex 发布 V1，对引擎做了完整重写。CocoIndex 帮 AI agent 把代码库、文档、会议记录、PDF 等数据源转换成 agent 可用的结构化上下文，核心卖点是增量处理：一份文档改了一段，只有受影响的部分重新计算，其余跳过，源文件删除时对应的数据库记录也自动清理。V1 有两个面向使用者的大改动。一是去掉了项目自己的配置语言，整条数据处理流程用普通 Python 函数写就行，可以直接打断点调试。引擎在后台自动追踪每个函数的输入和代码变化，只有真正变了的部分才重新执行。二是去掉了对 Postgres 数据库的强制依赖，`pip install cocoindex` 后可以直接运行，不再需要先搭数据库。底层引擎仍用 Rust 实现，Apache 2.0 协议。数据可以输出到 Postgres、LanceDB、Neo4j、SQLite、Kafka、S3 等十余种目标。GitHub 仓库提供 20 余个现成示例，覆盖文本向量化、PDF 转换、代码索引、对话转知识图谱等场景。
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开源项目 CocoIndex 发布 V1，对引擎做了完整重写。CocoIndex 帮 AI agent 把代码库、文档、会议记录、PDF 等数据源转换成 agent 可用的结构化上下文，核心卖点是增量处理：一份文档改了一段，只有受影响的部分重新计算，其余跳过，源文件删除时对应的数据库记录也自动清理。V1 有两个面向使用者的大改动。一是去掉了项目自己的配置语言，整条数据处理流程用普通 Python 函数写就行，可以直接打断点调试。引擎在后台自动追踪每个函数的输入和代码变化，只有真正变了的部分才重新执行。二是去掉了对 Postgres 数据库的强制依赖，`pip install cocoindex` 后可以直接运行，不再需要先搭数据库。底层引擎仍用 Rust 实现，Apache 2.0 协议。数据可以输出到 Postgres、LanceDB、Neo4j、SQLite、Kafka、S3 等十余种目标。GitHub 仓库提供 20 余个现成示例，覆盖文本向量化、PDF 转换、代码索引、对话转知识图谱等场景。
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Super excited that @cocoindex_io made to Python trending! Built on Rust Core, CocoIndex provides ultra performant python-native experience that turns codebases, PDFs, Slack, inboxes, and videos into a continuously updated index your LLM app can reason over. CocoIndex has been showing up on Rust trending quite a few times in the past year. and with V1 launch, we have added more connectors and examples and made python takes bigger half of the repo.Stay tuned as we ship Rust SDK and more examples,
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