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cocoindex-io/cocoindex

cocoindex-io/cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it
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官方说明rprise-hero-light.svg"> <img src="cocoindex.io alt="Enterprise corpus — codebase, Slack, meeting notes, and documentation — flowing continuously through the CocoIndex incremental sync engine into a production AI agent with always-fresh context.
★ 数取值
11,710 ★ · cocoindex-io/cocoindex · 取自 GitHub 搜索 API · (2026-10-16 20:00:20 核对)
来源明细
从该仓库的 GitHub 页面直接读取 · 条目类型:开源项目
收录与活跃
收录于 2026-10-15 · 最近见到 2026-10-16 · 共见到 2 次 · 被 1 个来源列出
评分构成
综合分 126 · 11,710 ★ · 1 个来源 · repo
常见问题(答案都来自我们的记录)
怎么安装?
我们【没有】从该仓库取到安装命令(我们的 install 覆盖率只有约 4%)。请看它的 README 或 releases 页。
它适合谁 / 用来做什么?
我们把它归在这些标签下: 开源项目。标签来自条目自身,不是我们强加的分类。
谁维护它、还在更新吗?
仓库 cocoindex-io/cocoindex;我们收录于 2026-10-15;最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。
第三方质量标记

Your agents deserve fresh context.

以下摘录自该仓库的 README(片段) · 在 GitHub 读完整 README →

Star us&nbsp;❤️&nbsp;→ &nbsp; &nbsp;·&nbsp;
&nbsp;·&nbsp;
&nbsp;·&nbsp;
CocoIndex turns codebases, meeting notes, inboxes, Slack, PDFs, and videos into live, continuously fresh context for your AI agents and LLM apps to reason over effectively — with minimal incremental processing. Get your production AI agent ready in 10 minutes with reliable, continuously fresh data — no stale batches, no context gap
Incremental · only the delta &nbsp;·&nbsp; Any scale · parallel by default &nbsp;·&nbsp; Declarative · Python, 5 min
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Built with CocoIndex ❤️
See all 20+ examples · updated every week →
Get started
Declare *what* should be in your target — CocoIndex keeps it in sync forever, recomputing only the Δ.
Run once to backfill. Re-run anytime — only the changed files re-embed.
Building with an AI coding agent?
Drop in our CocoIndex skill so your agent writes correct v1 code — concepts, APIs, patterns, all in one file.
See Use with AI coding agents for install steps.
&nbsp;&nbsp;
React — for data engineering
See the React ↔ CocoIndex mental model →
Incremental engine for long-horizon agents
Data transformation for any engineer, designed for AI workloads —
with a smart incremental engine for always-fresh, explainable data.
Why incremental?
Your agents are only as good as the data they see. Batch pipelines drift stale. CocoIndex stays live — and only runs the Δ.
What can you build?
See all 20+ examples · updated every week →
Working starters from the examples tree — clone, plug your source, ship.
Building something with CocoIndex? We want to see it. Tag @cocoindex_io on X or drop a link in #showcase on Discord. We'll boost it. 🥥
Community
We are so excited to meet you.
Every typo fix, new connector, doc tweak, or full-on rewrite makes CocoIndex better.
Come hang out — big PRs and small ones, both welcome.
📝 Read the contributing guide &nbsp;·&nbsp;
🐛 good first issues &nbsp;·&nbsp;
💬 Say hi on Discord
CocoIndex Enterprise
Large corpus — built for enterprise scale.
Incremental compute is the only way to keep large corpora fresh without re-embedding them every cycle.
CocoIndex scales from a single repo to petabyte-scale stores — parallel by default, delta-only by design.
Process once. Reconcile forever.
When a source changes, CocoIndex identifies the affected records, propagates the change
across joins and lookups, updates the target, and retires stale rows —
来源
github · https://github.com/cocoindex-io/cocoindex
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