👐 Create a vector search index

To retrieve documents from MongoDB using vector search, you must configure a vector search index on the collection into which you ingested your data. The recommended way to do this is via the MongoDB drivers.

Fill in any <CODE_BLOCK_N> placeholders and run the cells under the Step 7: Create a vector search index section in the notebook to create a vector search index.

The answers for code blocks in this section are as follows:

CODE_BLOCK_8

Answer

collection.create_search_index(model=model)

To verify that the index was created, navigate to Search Indexes for the knowledge_base collection.

The index is ready to use once the status changes from PENDING to READY.