Table of Contents What is hybrid search?How does it work in MongoDB?Why movies collection are the perfect demoInspecting the anchor documentSanity checksStep 1: Prepare the query vectorStep 2: Run semantic searchStep 3: Apply hybrid scoringStep 4: Hybrid ranking with Reciprocal …
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Building an AI Semantic Movie Recommender With Vector Search
Last time, we created a vector search index in a local MongoDB Atlas cluster. Now, let’s put it to work with a real case: building an AI-powered movie recommender that suggests films similar to The Matrix–without any shared keywords. 🕒 …
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Power your AI application with Vector Search
Most major database vendors, like MongoDB , are adding vector search capabilities to their products. It’s becoming a standard feature as demand for AI-powered applications grows. 🕒 Reading time: 3-4 min 🧠 What is vector search needed for? MongoDB Vector …
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From Zero to Vector Hero – Locally!
In the previous issue, I explained how to run a local MongoDB Atlas cluster using Atlas CLI – no cloud account required. If you missed it, read it here 👉 Run an Atlas cluster locally in minutes. Now let’s see …
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Run an Atlas Cluster Locally in Minutes
Run an Atlas cluster locally in minutes You no longer need a cloud account to try MongoDB Atlas features. Spin up a fully compatible local cluster in seconds, with no login, no credit card, and no friction. 🕒 Reading time: …