Technology Partner

Continuously index every source into VeloDB.

CocoIndex is a real-time data indexing framework that watches your sources, transforms records as they change, and writes them into a serving layer. Paired with VeloDB, you get an always-fresh index ready for SQL, search, and AI workloads — defined as code.

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// About CocoIndex

What CocoIndex does

CocoIndex lets you describe an indexing pipeline declaratively: where the data comes from, how to transform it, and where it lands. The framework handles incremental updates, dependency tracking, and re-indexing so your downstream view stays in sync without batch reruns.

CategoryIndexing framework

ModeReal-time, incremental

Best forAI / RAG, search, analytics

IntegrationVeloDB sink

// Better Together

Why VeloDB + CocoIndex

Pipelines as code

Define sources, transformations, and the VeloDB sink in a single declarative spec — version it, review it, and ship it like any other code.

Incremental by default

CocoIndex tracks dependencies and only reprocesses what changed, so VeloDB always reflects the latest state without expensive full rebuilds.

AI-native ingestion

Embed, chunk, enrich, and classify records in-pipeline before they land in VeloDB — ready for RAG, search, and agent workloads.

One serving layer

Whether the consumer is a SQL dashboard, a search UI, or an AI agent, they query the same VeloDB index — no separate stores to keep aligned.

// Use Cases

What you can build

RAG over enterprise data

Continuously index docs, tickets, and code into VeloDB with embeddings — give agents fresh, governed context to work from.

Hybrid search

Combine vector and full-text indexes in VeloDB, kept up to date by CocoIndex pipelines, and serve them through a single SQL surface.

Real-time materialized views

Treat VeloDB tables as continuously-maintained views over upstream sources — no scheduled jobs, no stale data.

// Reference Architecture

How the data flows

SOURCES

Files, APIs, DBs

Docs, events, records

PIPELINE

CocoIndex

Transform, embed, enrich

INDEX

VeloDB

SQL + vector + text

CONSUMERS

Agents & apps

RAG, search, analytics

Ready to get started?

Tell us about your stack and use case. Our team will help you stand up VeloDB with CocoIndex for your environment.