📄️ 📘 Lecture notes
Vector Search in MongoDB
📄️ 👐 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. In this lab, you will programmatically create vector search indexes using MongoDB's Python driver.
📄️ 👐 Perform vector search queries
Now let's run some vector search queries against the data present in MongoDB.
📄️ 🦹 Combine pre-filtering with vector search
Pre-filtering is a technique to optimize vector search by only considering documents that match certain criteria during vector search.