Update README.md

Signed-off-by: Kaveen Kumarasinghe <k5kumara@uwaterloo.ca>

README.md

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 [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)  
   
 # Overview
-A robust, all-in-one GPT3 interface for Discord. Chat just like ChatGPT right inside Discord! Generate beautiful AI art using DALL-E 2! Automatically moderate your server using AI! Upload documents, videos, and files to get AI-assisted insights! A thorough integration with permanent conversation memory, automatic request retry, fault tolerance and reliability for servers of any scale, and much more.  
+A robust, all-in-one GPT3 interface for Discord. Chat just like ChatGPT right inside Discord! Generate beautiful AI art using DALL-E 2! Automatically moderate your server using AI! Upload documents, videos, and files to get AI-assisted insights! A thorough integration with permanent conversation memory powered by [Pinecone](https://www.pinecone.io/), automatic request retry, fault tolerance and reliability for servers of any scale, and much more.  
   
 SUPPORT SERVER FOR BOT SETUP: https://discord.gg/WvAHXDMS7Q (You can try out the bot here also in a limited fashion)