Update README.md

Author: natgluons

README.md

@@ -1,6 +1,8 @@
-# HiringHelp Chatbot
+# 👔 HiringHelp Chatbot
 
-A chatbot that helps with hiring-related questions using RAG (Retrieval-Augmented Generation) with LangChain.
+### A chatbot that helps you find the most fitting candidate for the role! Made using **RAG (Retrieval-Augmented Generation)** with **LangChain**.
+
+![image](https://github.com/user-attachments/assets/afbcd76a-d26f-40af-9081-3fe4e7e041ca)
 
 ## How It Works
 HiringHelp uses LangChain's RAG implementation to provide accurate, document-grounded responses. The process involves:
@@ -21,12 +23,49 @@ HiringHelp uses LangChain's RAG implementation to provide accurate, document-gro
 - Vector similarity search for accurate retrieval
 - Environment variable configuration
 
-## Deployment Options
-1. **Vercel Deployment**: [Live Demo](https://hiring-help-chatbot.vercel.app/)
-2. **Hugging Face Spaces**: [Interactive Demo](https://huggingface.co/spaces/natgluons/HiringHelp-Chatbot)
-3. **Local Development**: See [docs branch](https://github.com/natgluons/hiringhelp-chatbot/tree/docs) for setup instructions
+## Usage Examples
+```
+"List all the available candidates"
+"Tell me about a candidate named [Name]"
+"Which candidate is best for [Role] role?"
+```
+
+## Demo Snapshots
+A demo version is available with sample candidate data for testing purposes.
+
+### ❔ Ask about a specific candidate
+<img src="https://github.com/user-attachments/assets/25ca5927-b981-49b4-8c74-9859ad0fc5cf" width="800px">
+
+### 🏆 Or ask who's best for the role
+<img src="https://github.com/user-attachments/assets/9bba78b9-a027-4d8c-b553-688a5850d680" width="800px">
+
+## 👀 Preview all candidate's resume!
+<img src="https://github.com/user-attachments/assets/5762a3f8-3df3-4ca1-8151-7fe8b97206cd" width="800px">
+
+## Rate Limits
+- 10 requests per minute
+- 100 requests per day
+
+## Deployment 
+1. **Hugging Face Spaces**: [Interactive Demo](https://huggingface.co/spaces/natgluons/HiringHelp-Chatbot) - active
+
+<img src="https://github.com/user-attachments/assets/25a08529-317d-491b-a376-fec7f224c365" width="800px">
+
+2. **Vercel Deployment**: [Live Demo](https://hiring-help-chatbot.vercel.app/) - inactive API [Preview Only]
 
-## Requirements
+<img src="https://github.com/user-attachments/assets/c1a43285-bbec-457a-ab24-ba6cdb0a0bde" width="800px">
+
+3. **Local Development**: See below for setup instructions & local-docs branch for complete script.
+
+---
+*❝
+Interested in building your own chatbot? Follow this setup instructions below! (◕‿◕)
+❞*
+---
+
+# Local Development Setup
+
+### Requirements
 ```
 Flask==2.0.3
 Werkzeug==2.0.3
@@ -47,8 +86,6 @@ aiohttp==3.9.1
 beautifulsoup4==4.12.2
 ```
 
-## Local Development Setup
-
 1. Clone the repository:
 ```bash
 git clone https://github.com/natgluons/HiringHelp-Chatbot.git
@@ -102,17 +139,3 @@ HiringHelp-Chatbot/
 ├── requirements.txt       # Python dependencies
 └── .env                   # Environment variables
 ```
-
-## Usage Examples
-```
-"List all the available candidates"
-"Tell me about a candidate named [Name]"
-"Which candidate is best for [Role] role?"
-```
-
-## Rate Limits
-- 10 requests per minute
-- 100 requests per day
-
-## Demo
-A demo version is available with sample candidate data for testing purposes.