Updated Readme.

README.md

@@ -1,5 +1,5 @@
 ---
-title: MCP - RAG and Research
+title: MCP-Powered RAG and Research Topic
 emoji: 🌍
 colorFrom: green
 colorTo: blue
@@ -8,18 +8,18 @@ sdk_version: 5.32.1
 app_file: app.py
 pinned: false
 license: mit
-short_description: Demonstrates implementation of the MCP server using Gradio
+short_description: MCP-Powered RAG and Research Topic
 tag: mcp-server-track
 ---
 
-# 👁 MCP powered RAG and Research 🌍
+# 👁 MCP Powered RAG and Research Topic 🌍
 
-I present to you a MCP powered RAG and Research.
+I present to you an MCP-powered RAG and Research Topic.
 
-RAG Tool uses GroundX service to fetch the knowledge base. The knowledge base is a document that contains information about the SU-35 aircraft, including its features, capabilities, and specifications.
+RAG Tool uses the GroundX service to fetch the knowledge base. The knowledge base is a document that contains information about the SU-35 aircraft, including its features, capabilities, and specifications.
 Please check [this PDF](https://airgroup2000.com/gallery/albums/userpics/32438/SU-35_TM_eng.pdf) to formulate queries on Sukhoi.
 
-The Research Tool is implemented using multi-agent workflow using LlamaIndex (ResearchAgent, WriteAgent, and ReviewAgent).
+The Research Tool is implemented using a multi-agent workflow using LlamaIndex (ResearchAgent, WriteAgent, and ReviewAgent).
 
 ## Available Tools
 
@@ -40,7 +40,7 @@ The Research Tool is implemented using multi-agent workflow using LlamaIndex (Re
 - Use the MCP RAG Tool tab above to query the knowledge base.
 - Use the Research Tool tab above to write report on any topic.
 
-## Demo Link
+## Watch the Demo Video here
 [Link to Demo on Youtube](https://youtu.be/wvHBqW2ABGg)
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference