chore: merge origin/main into mintlify/af82bda4 and resolve conflicts

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mintlify[bot]
2026-09-16 11:46:52 +00:00
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@@ -3,12 +3,14 @@ title: Search with Personal Context
description: "Blend Tavily realtime web search with Mem0 stored preferences to build a Python search assistant that personalizes results based on past chats."
---
<Info icon="cloud">
**Works with:** Mem0 Platform (`MemoryClient`)
</Info>
Imagine asking a search assistant for "coffee shops nearby" and instead of generic results, it shows remote-work-friendly cafes with great WiFi in your city because it remembers you mentioned working remotely before. Or when you search for "lunchbox ideas for kids" it knows you have a 7-year-old daughter and recommends peanut-free options that align with her allergy.
That's what we are going to build today, a Personalized Search Assistant powered by Mem0 for memory and [Tavily](https://tavily.com) for real-time search.
## Why Personalized Search
Most assistants treat every query like they've never seen you before. That means repeating yourself about your location, diet, or preferences, and getting results that feel generic.