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+***
+
+### 🎁 New
+* Start any message with `/research` to try out the experimental research mode with Khoj.
+* Anyone can now [create custom agents](https://blog.khoj.dev/posts/create-agents-on-khoj/) with tunable personality, tools and knowledge bases.
+* [Read](https://blog.khoj.dev/posts/evaluate-khoj-quality/) about Khoj's excellent performance on modern retrieval and reasoning benchmarks.
 
 ***
 
+## Overview
+
 [Khoj](https://khoj.dev) is a personal AI app to extend your capabilities. It smoothly scales up from an on-device personal AI to a cloud-scale enterprise AI.
 
 - Chat with any local or online LLM (e.g llama3, qwen, gemma, mistral, gpt, claude, gemini).
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 ## See it in action
 
 ![demo_chat](https://github.com/khoj-ai/khoj/blob/master/documentation/assets/img/quadratic_equation_khoj_web.gif?raw=true)