• SYNC
  • CLEAN
  • HUMAN
  • READY

How to update search index data with your AI

Connect Marqo AI to your agent to manage your vector data. Once connected, your agent handles the heavy lifting of index maintenance.

Ask AI about this page

Short answer

How can I update my Marqo search index using an AI agent?

Your agent uses specific tools to push new JSON documents into your indices or wipe out outdated records. This keeps your vector search data fresh and accurate. You get a perfectly synced index without manual database management.

Index management outcomes

Where your data lands

The agent moves data in and out of your Marqo indices based on your instructions.

SYNC

Fresh search data

The agent adds new JSON documents to your index. Your vector search immediately includes this new information.

CLEAN

Removed stale records

The agent deletes specific documents from the index. This prevents old or incorrect data from appearing in search results.

HUMAN

Manual oversight

You decide which specific records are outdated. The agent waits for your command before it touches your index.

READY

Accurate retrieval

The index stays updated with your latest data. Your search queries return the most current information available.

The workflow

What your AI does when <the thing arrives>.

The agent acts as the bridge between your instructions and the Marqo database.

  1. Analyze request

    Your agent looks at your new data or your request to remove entries. It determines which specific Marqo action is required.

    add_documentsdelete_documents

  2. Insert documents

    The agent pushes new JSON documents into the vector store. This expands your searchable dataset.

    add_documents

  3. Remove records

    The agent wipes specific documents from the index. This keeps the search space clean.

    delete_documents

  4. Finalize index

    The agent completes the requested changes. Your index is now updated and ready for the next query.

    add_documentsdelete_documents

Try it

Copy these to start.

Use these prompts to trigger index updates.

Starting points

These are opening lines. Swap the bracketed text for your actual JSON data or document IDs.

Marqo AI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_yWwQAD75WfnpbXY72FMh8SBRNTeZWrryXTJG2Ifa/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Marqo AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "marqo-ai-vector-search-embeddings-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yWwQAD75WfnpbXY72FMh8SBRNTeZWrryXTJG2Ifa/mcp"
    }
  }
}
Copy into chat04

  • Add this JSON document to my Marqo index: [insert JSON here]

  • Delete the document with ID [insert ID] from my Marqo index.

  • I have new product data in this list, please add it to Marqo: [insert data]

  • Remove all outdated records from the index using these IDs: [insert IDs]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Marqo AI once, then ask.

Connect your Marqo account in one click. Your credentials stay encrypted, and you can immediately start managing your indices through your agent.

Connect Marqo AI to your AI

FAQ

How this task behaves

  • 01

    Can the AI create a brand new index from scratch?

    No. The agent can only add or delete documents within existing indices.

  • 02

    Will the AI delete my entire database?

    No. The agent only deletes specific documents that you identify.

  • 03

    Can I upload a whole CSV file at once?

    No. The agent works with JSON documents. You should provide the data in JSON format for the agent to process.

  • 04

    Does the AI decide which documents are outdated?

    No. You must tell the agent which specific documents or IDs need to be removed.

  • 05

    Can the AI change the embedding model used in the index?

    No. The agent only manages the documents within the current index configuration.

  • More questions about Marqo AI? The Connector page answers them. See everything the Marqo AI Connector can do

Connect Marqo AI to Claude, Cursor, ChatGPT & more