Generic Search is Dead.

After introducing the Query Agent and the Transformation Agent, it's time to meet the Personalization Agent - search that adapts to each user.

This isn't just another ranking tool. It's the first step toward truly personalized search that understands:

• User profiles (preferences, interests, characteristics)

• Real-time interactions (likes, dislikes, engagement patterns)

• LLM reasoning included: Custom instructions for specific use cases

Whether you're building a clothing brand or recipe platform (recipes below 🧑‍🍳), imagine search results that actually match what each user wants to see.

The coolest part? You can choose classic ML or go full LLM with agent ranking that even explains its reasoning.

Blog + Recipes: https://weaviate.io/blog/personalizat...

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