RAG & Search
Perform semantic search and document retrieval in Zapier
RAG & Search Actions
Use semantic search over AgentBrains documents, text, or images in your Zapier workflows.
Retrieve Documents from RAG
Use this when your Zap needs semantic search over AgentBrains documents or text knowledge.
Inputs
| Field | Description |
|---|---|
| Index | RAG index to search. Selected from a dropdown. |
| Query | User question or search query. |
| Number of Results | Maximum number of results to return. |
Outputs
Returns a result count and line-item results such as IDs, score, text, document name, source, and SKU.
Example
Use this action after receiving a support ticket, email, form response, or chat message. Pass the customer question into the query field, then use the returned text as context for an AI reply step.
Retrieve Images from RAG
Use this when your Zap needs to find images semantically from the AgentBrains image index.
Inputs
| Field | Description |
|---|---|
| Query | Image search query. |
| Number of Results | Maximum number of image results to return. |
Outputs
Returns matching image results with IDs, score, name, source, URL, and text metadata when available.
Recommended Pattern
Use Retrieve Images from RAG first, then pass a selected result ID into Get an image (on the Knowledge Base page) for exact image details.
Recommended workflow patterns
Hybrid RAG + exact lookup flow
Use Retrieve Documents from RAG for broad semantic search, then use Get Entity when your workflow needs one exact source record.
Image retrieval flow
Use Retrieve Images from RAG to find relevant visual assets, then use Get an image to retrieve full image details.