Pick your agent: Use Claude and Codex on Agent HQ
Pick your agent: Use Claude and Codex on Agent HQ
3 months ago
github.blog
CocoIndex: Incremental Data Layer for AI Agents (Rust + Python)
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This Open-Source Repo Supercharges AI Agent Memory (CocoIndex)
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CocoIndex: Incremental Data Layer for AI Agents (Rust + Python) #Shorts
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Real-Time Context Engineering with CocoIndex and VeloDB
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0:03
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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x.com思维怪怪
Unlock Agent-Powered Engineering with Codex & OpenAI APIs | CXO-Community.com posted on the topic | LinkedIn
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linkedin.com
#opensource #cocoindex #cli #mcp #ai #skills #codingagents #semanticsearch #developer #python #rust #aiinfrastructure #aiagent #claude #codex #opencode #enterpriseai #aiagents | Linghua Jin
8 views2 months ago
linkedin.com
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