Update README.md

README.md

@@ -10,7 +10,7 @@ license: apache-2.0
 
 # Deploying Pythonic Chat With Your Text File Application
 
-In today's breakout rooms, we will be following the processed that you saw during the challenge - for reference, the instructions for that are available [here](https://github.com/AI-Maker-Space/Beyond-ChatGPT/tree/main).
+In today's breakout rooms, we will be following the process that you saw during the challenge - for reference, the instructions for that are available [here](https://github.com/AI-Maker-Space/Beyond-ChatGPT/tree/main).
 
 Today, we will repeat the same process - but powered by our Pythonic RAG implementation we created last week. 
 
@@ -115,4 +115,4 @@ Try uploading a text file and asking some questions!
 
 ## 🚧CHALLENGE MODE 🚧
 
-For more of a challenge, please reference [Building a Chainlit App](./BuildingAChainlitApp.md)!
+For more of a challenge, please reference [Building a Chainlit App](./BuildingAChainlitApp.md)!