feat: Replace search provider with SerpApi

.env

@@ -16,3 +16,4 @@ SEGMIND_API_KEY="SG_f5de4e5bf40aa615"
 GOOGLE_API_KEY="AIzaSyB44WMgeDweuctquDvbHmd-reOYYfgiOno"
 GOOGLE_CSE_KEY="56b59f6a556c0453d"
 SERVER_API_KEY="3baf557b6bf09d57e6bd4206f80bff833013ed00"
+SERPAI_API_KEY="19fad90b30ce6550e3b4125c53e541c53f6e2ca887669daba2e5387cf4eeae00"

README.md

@@ -1,186 +0,0 @@
----
-title: Patent Architect AI v2
-emoji: 🏗️
-colorFrom: green
-colorTo: yellow
-sdk: gradio
-sdk_version: 4.44.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: AI Patent Intelligence with Enhanced Dual Output
----
-
-# 🏗️ Patent Architect AI v2 - Enhanced Dual Output
-
-**Revolutionary AI Patent Intelligence System with Enhanced Dual Output Technology**
-
-## 🌟 New Enhanced Dual Output Features
-
-Patent Architect AI v2 now provides **BOTH** detailed technical descriptions AND professional LaTeX/TikZ code for patent figures:
-
-### ✨ **What You Get:**
-- **📝 Immediate Understanding**: Read detailed technical descriptions instantly
-- **🎨 Professional LaTeX Code**: USPTO-ready vector graphics for patent submission
-- **🖼️ Multiple Compilation Options**: Overleaf, local, or web-based compilation
-- **🚀 Best of Both Worlds**: No more choosing between readability and quality
-
-### **Example Enhanced Output:**
-```
-📝 Technical Description:
-The smart coffee mug comprises a cylindrical vessel (1) with integrated 
-phase-change material chamber (2) positioned between walls (3,4)...
-
-🎨 LaTeX/TikZ Code:
-\documentclass{article}
-\usepackage{tikz}
-\begin{tikzpicture}[scale=1.2]
-\draw[thick] (0,0) rectangle (4,6);
-\node at (2,5.5) {1};
-...
-```
-
-## 🎯 Key Features
-
-### **🤖 Real AI Agent Intelligence**
-- **Technical Completeness Agent**: Identifies missing technical specifications
-- **Prior Art Landscape Agent**: Comprehensive competitive analysis  
-- **Claim Architecture Agent**: Strategic patent claim optimization
-- **Enhanced Figure Generation**: Professional LaTeX/TikZ patent drawings
-
-### **🎨 Enhanced Figure Generation** 
-- **Dual Output Technology**: Descriptions + LaTeX code simultaneously
-- **Multiple Viewing Options**: Overleaf, local compilation, web preview
-- **Professional Quality**: USPTO-standard vector graphics
-- **Immediate Accessibility**: Read descriptions without any compilation
-
-### **📊 Business Intelligence**
-- **Market Opportunity Discovery**: Find related patent opportunities
-- **Competitive Analysis**: Key competitors and patent landscapes
-- **Strategic Planning**: Timeline and cost estimates
-- **Risk Assessment**: Realistic patentability scoring
-
-## 🚀 How Enhanced Dual Output Works
-
-### **1. Input Your Invention**
-```
-"A smart coffee mug with adaptive temperature control using phase-change 
-materials and IoT connectivity..."
-```
-
-### **2. Get Dual Output**
-- **📝 Technical Descriptions**: Immediate understanding, no compilation needed
-- **🎨 LaTeX/TikZ Code**: Professional patent figures for USPTO submission
-- **🖼️ Compiled Images**: When compilation tools available
-
-### **3. Multiple Usage Options**
-- **Quick Understanding**: Read the descriptions immediately
-- **Professional Submission**: Use LaTeX code with Overleaf.com
-- **Custom Editing**: Modify LaTeX for specific requirements
-- **Instant Preview**: View compiled images when available
-
-## 💡 Usage Examples
-
-### **Enhanced Technical Input:**
-```
-A modular vertical farming system with adaptive LED lighting using full-spectrum 
-arrays (400-700nm) controlled by neural network analysis. The system employs 
-RGB+NIR sensors to monitor chlorophyll content and adjusts light intensity 
-(50-1000 μmol/m²/s) based on growth stage detection.
-```
-
-### **Enhanced Output:**
-```
-✨ Generated 3 complete figure sets with both detailed descriptions AND LaTeX/TikZ code
-🖼️ 2/3 figures successfully compiled to images
-
-📝 Technical Description Available: Read immediately for understanding
-🎨 LaTeX Code Available: Upload to Overleaf.com for professional PDF
-🚀 Multiple Viewing Options: Local, web-based, or mobile preview
-```
-
-## 🔧 Technical Capabilities
-
-### **Real AI Analysis:**
-- **Technical Gap Detection**: Missing specifications and requirements
-- **Patentability Assessment**: Realistic scoring based on technical depth
-- **Competitive Intelligence**: Competitor analysis and patent landscapes
-- **Business Planning**: Cost estimates and development timelines
-
-### **Professional Figure Generation:**
-- **Gemini 2.0 Flash Integration**: High-quality LaTeX/TikZ code generation
-- **Vector Graphics**: Infinitely scalable, USPTO-preferred format
-- **Numbered Components**: Professional patent figure standards
-- **Multiple Compilation Methods**: Flexibility for all skill levels
-
-## 🏆 Why Enhanced Dual Output is Revolutionary
-
-### **Traditional Approaches:**
-- ❌ Either readable descriptions OR professional figures
-- ❌ Technical barriers for non-LaTeX users  
-- ❌ Manual compilation required
-- ❌ Choose between immediate use and quality
-
-### **Enhanced Dual Output:**
-- ✅ **Both descriptions AND professional code**
-- ✅ **Immediate understanding + publication quality**
-- ✅ **Multiple compilation options**
-- ✅ **Accessibility for all skill levels**
-
-## 🎯 Perfect For
-
-- **Inventors**: Understand your patent immediately while getting professional output
-- **Patent Attorneys**: USPTO-ready figures with detailed technical descriptions
-- **Engineers**: Technical precision with professional formatting
-- **Students**: Learn patent writing while seeing professional examples
-- **Entrepreneurs**: Business planning with technical validation
-
-## 📚 Getting Started
-
-### **Quick Start:**
-1. Enter your detailed invention description
-2. Get both technical descriptions AND LaTeX code
-3. Read descriptions for immediate understanding
-4. Use LaTeX code with Overleaf.com for professional figures
-
-### **For Professional Quality:**
-1. Upload generated .tex files to Overleaf.com
-2. Click "Recompile" for instant professional PDF
-3. Download for USPTO submission
-4. Modify LaTeX code for custom requirements
-
-## 🔮 Technology Stack
-
-- **Frontend**: Enhanced Gradio with real-time dual output visualization
-- **Backend**: Modal serverless with Groq Llama 3.3 70B
-- **Figure Generation**: Google Gemini 2.0 Flash with LaTeX/TikZ
-- **Real AI**: Multi-agent analysis with business intelligence
-- **Compilation**: Local, web-based, and Overleaf integration
-
-## 🚨 Required Setup: API Keys
-
-For full functionality, you must add your API keys to the Hugging Face Space secrets. However, for local development, you must create a `.env` file **inside the `Patent_Architect_AI` directory**.
-
-1.  Create a file named `.env` inside the `Patent_Architect_AI` folder.
-2.  Add your keys like so:
-    ```
-    SERPER_API_KEY="YOUR_SERPER_API_KEY_HERE"
-    GEMINI_API_KEY="YOUR_GEMINI_API_KEY_HERE"
-    SEGMIND_API_KEY="YOUR_SEGMIND_API_KEY_HERE"
-    ```
-3.  Replace the placeholder text with your actual API keys.
-
-This is essential for the agents to work correctly.
-
-## 📞 Support & Documentation
-
-- **Enhanced Features Guide**: See `ENHANCED_DUAL_OUTPUT_FEATURES.md`
-- **Setup Instructions**: Environment configuration and API keys
-- **Example Outputs**: Professional patent figure examples
-- **Compilation Options**: Multiple viewing and usage methods
-
----
-
-**Patent Architect AI v2 - Where Innovation Meets Professional Intelligence** 🏆
-
-*Providing both immediate understanding AND professional quality in one revolutionary system.*