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Real-time RAG ingestion with CDC and Kafka v1.0.0

Use this resource to keep a RAG index up to date in real time from a database

New

  • 452 downloads
  • 144 likes
  • 247 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install rag-cdc-streaming-ingestion

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent helps you set up streaming RAG ingestion: Postgres change capture with Debezium, Kafka topics, embedding computation, upserts and deletes in the vector store, with exactly-once semantics and late-update handling.

Mostly picked by

Updated November 2, 2026

Card for the “Real-time RAG ingestion with CDC and Kafka” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: when to go real-time, architecture and Debezium connector
  • SKILL.md: Python and Kafka processor, exactly-once semantics and late updates

Good fit for

  • Your users expect a change to be retrievable within 10 seconds
  • Deletes must propagate quickly for compliance

Not for

    Tags

    • cdc
    • kafka
    • debezium
    • rag

    About

    You say

    “Connect my Postgres documents table to my vector index through Debezium and Kafka.”

    Card for the “Real-time RAG ingestion with CDC and Kafka” skill

    Skill published by claude-dev-suite under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to keep a RAG index up to date in real time from a database
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md13.1 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/rag/cdc-streaming-ingestion
    Licence
    MIT

    Notice

    « cdc-streaming-ingestion » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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