Update README.md: Revise demo video link, enhance installation instructions, and streamline feature descriptions. Remove outdated example prompts and clarify backend technology version.

README.md

@@ -21,17 +21,16 @@ short_description: Financial analysis, investments, budget planning, and more.
 
 An intelligent financial advisory agent powered by OpenAI's GPT-4.1 and specialized financial tools. This agent provides comprehensive financial analysis, investment recommendations, budget planning, and market insights through an intuitive web interface.
 
-<!-- **Watch the demo video:** [Code Analysis MCP Demo (Agents MCP Hackathon)](https://www.youtube.com/watch?v=A4YWMMyJRsA)
+**Watch the demo video:** [Financial Advisory Agent Demo (Hugging Face Hackathon)](https://youtu.be/vGOSAXyrQgM)
 
 
-[![Watch the demo on YouTube](image.png)](https://youtu.be/A4YWMMyJRsA) -->
+[![Watch the demo on YouTube](public/images/image.png)](https://youtu.be/vGOSAXyrQgM)
 
 ## 🚀 Features
 
 ### Core Financial Tools
 - **📊 Investment Analyzer**: Real-time stock analysis with technical indicators, risk assessment, and investment recommendations
 - **💰 Budget Planner**: Personalized budget creation using the 50/30/20 rule with optimization suggestions
-- **💳 Expense Tracker**: Advanced expense analysis with trends, predictions, and anomaly detection
 - **📈 Portfolio Analyzer**: Portfolio diversification analysis and performance optimization
 - **📰 Market Trends Analyzer**: Real-time market news, sector analysis, and economic insights
 
@@ -39,15 +38,14 @@ An intelligent financial advisory agent powered by OpenAI's GPT-4.1 and speciali
 - **🎯 Smart Response Type Detection**: Automatically detects if users want short summaries or detailed reports
 - **⚡ Real-time LLM Streaming**: Live token-by-token response generation from OpenAI API
 - **📋 Interactive Tool Results**: Collapsible sections for clean data presentation
-- **🔍 Comprehensive Data Analysis**: Enhanced visualizations and insights for all financial data
-- **⏱️ Real-time Status Updates**: Shows which APIs are being called and estimated completion times
+- **🔍 Comprehensive Data Analysis**: Enhanced insights for all financial data
 
 ## 🛠️ Installation
 
 1. **Clone the repository**
 ```bash
-git clone https://github.com/yourusername/financial-advisory-agent.git
-cd financial-advisory-agent
+git clone https://huggingface.co/spaces/Agents-MCP-Hackathon/Financial-Advisory-Agent.git
+cd Financial-Advisory-Agent
 ```
 
 2. **Install dependencies**
@@ -56,7 +54,7 @@ pip install -r requirements.txt
 ```
 
 3. **Set up environment variables**
-Create a `.env` file or set environment variables:
+Set environment variables:
 ```bash
 export OPENAI_API_KEY="your-openai-api-key"
 export TAVILY_API_KEY="your-tavily-api-key"
@@ -67,75 +65,6 @@ export TAVILY_API_KEY="your-tavily-api-key"
 python app.py
 ```
 
-## 💬 Example Prompts
-
-### Single Tool Invocation
-
-#### Investment Analyzer
-```
-"Analyze AAPL stock and tell me if it's a good investment"
-"Should I buy Tesla stock right now?"
-"Give me a detailed analysis of Microsoft shares"
-"Quick summary of NVDA stock performance"
-```
-
-#### Budget Planner
-```
-"Help me create a budget with $5000 monthly income and expenses: rent $1500, food $500, utilities $200"
-"I make $75,000 annually, help me budget my expenses"
-"Create a budget plan for someone earning $4000/month"
-"Quick budget advice for $6000 monthly income"
-```
-
-#### Market Trends Analyzer
-```
-"What are the latest market trends in tech stocks?"
-"Give me current market news and analysis"
-"Detailed report on today's market movements"
-"Quick market update for technology sector"
-```
-
-#### Portfolio Analyzer
-```
-"Analyze my portfolio: {'holdings': [{'symbol': 'AAPL', 'shares': 100}, {'symbol': 'GOOGL', 'shares': 50}]}"
-"Check my diversification with holdings: AAPL 40%, MSFT 30%, TSLA 30%"
-"Detailed portfolio analysis for my current investments"
-```
-
-### Response Type Control
-
-#### Short Responses (Under 200 words)
-```
-"Quick analysis of AAPL"
-"Brief summary of market trends"
-"Give me a short budget recommendation"
-"Simple portfolio check"
-"Fast expense analysis"
-```
-
-#### Detailed Responses (Comprehensive reports)
-```
-"Give me a detailed report on AAPL stock"
-"Comprehensive market analysis for tech sector"
-"Thorough budget breakdown with recommendations"
-"In-depth portfolio diversification analysis"
-```
-
-### Multi-Tool Queries
-```
-"Analyze AAPL stock and create a budget for investing $1000 monthly"
-"What are the current market trends and how should I adjust my portfolio?"
-"Help me budget $5000 income and recommend some good stocks to invest in"
-"Track my expenses and suggest a better budget allocation"
-```
-
-### Advanced Queries
-```
-"I have $50K to invest. Analyze current market trends, suggest a diversified portfolio, and create a budget for monthly investments of $2000"
-"Detailed analysis: Review AAPL, MSFT, and GOOGL stocks, then help me rebalance my portfolio"
-"Comprehensive financial review: Budget analysis for $8000 monthly income, and investment recommendations"
-```
-
 ## 🎯 Response Types
 
 The system automatically detects your preference:
@@ -153,7 +82,7 @@ The system automatically detects your preference:
 ## 🔧 Technical Architecture
 
 - **Frontend**: Gradio web interface with real-time streaming
-- **Backend**: LangChain agents with OpenAI GPT-4
+- **Backend**: LangChain agents with OpenAI GPT-4.1
 - **Data Sources**: 
   - Yahoo Finance API for stock data
   - Tavily Search API for market news
@@ -191,19 +120,12 @@ The system automatically detects your preference:
 - Rebalancing recommendations
 - Performance metrics
 
-### Expense Tracker
-- Category-wise spending analysis
-- Trend detection and predictions
-- Budget vs. actual comparisons
-- Anomaly detection
-- Spending pattern insights
 
 ## 🚀 Recent Updates
 
 - ✅ **Smart Response Detection**: Automatically detects if users want short or detailed responses
 - ✅ **Real LLM Streaming**: Genuine token-by-token streaming from OpenAI API
-- ✅ **Enhanced Tool Status**: Real-time API call tracking with time estimates
-- ✅ **Improved Data Analysis**: Comprehensive visualizations and insights
+- ✅ **Improved Data Analysis**: Comprehensive insights
 - ✅ **Optimized Performance**: Faster tool execution and response times
 - ✅ **Collapsible Results**: Clean, organized tool output presentation