Spaces:
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Sleeping
Priyanshi Saxena
commited on
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·
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Parent(s):
4498d8e
chore: cleaning up
Browse files- CHART_DEBUG_COMPLETE.md +0 -115
- IMPROVEMENTS_SUMMARY.md +0 -101
- README_simple.md +0 -65
CHART_DEBUG_COMPLETE.md
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# ✅ Chart Generation - DEBUGGING COMPLETE
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## 🐛 Issue Identified and Fixed
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### Problem
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- **Error**: "All arrays must be of the same length"
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- **Root Cause**: Mock data in `ChartCreatorTool` used `"volumes"` key but `CryptoVisualizations` expected `"total_volumes"`
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### Solution
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```python
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# BEFORE (BROKEN):
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"volumes": [[timestamp, volume], ...]
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# AFTER (FIXED):
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"total_volumes": [[timestamp, volume], ...]
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```
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## 🎯 Complete Fix Implementation
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### 1. Model Upgrade ✅
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- **Gemini 2.0 Flash-Lite** (gemini-2.0-flash-exp)
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- **8,192 max tokens** (up from 2,048)
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- **Higher rate limits**: 30 RPM, 1M TPM, 200 RPD
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### 2. Chart Tool Fixes ✅
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- **Fixed volume data key**: `volumes` → `total_volumes`
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- **Structured input schema**: Clean parameters instead of raw queries
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- **Proper error handling**: JSON responses with status codes
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- **Data source auto-detection**: Based on chart type
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### 3. Agent Output Control ✅
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- **Removed visible status codes**: [SUCCESS] no longer shown to users
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- **Clean JSON parsing**: Raw JSON hidden from user interface
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- **Clear LLM instructions**: Specific format requirements for chart requests
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- **Response cleaning**: Automatic removal of raw tool outputs
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### 4. Testing Results ✅
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#### Direct Tool Test
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```
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✅ Chart HTML contains plotly - SUCCESS!
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Status: success
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Chart HTML length: 11,193 characters
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```
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#### Live Application Test
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```
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✅ Chart Creator tool initialized
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✅ Creating price_chart chart for bitcoin with timeframe 30d
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✅ Successfully created price_chart chart
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```
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## 🔧 Technical Implementation
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### Chart Creator Input Schema
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```python
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class ChartCreatorInput(BaseModel):
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chart_type: str = Field(description="Chart type")
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symbol: Optional[str] = Field(description="Asset symbol")
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timeframe: Optional[str] = Field(default="30d")
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protocols: Optional[List[str]] = Field(description="DeFi protocols")
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network: Optional[str] = Field(default="ethereum")
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```
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### Response Format
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```json
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{
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"status": "success",
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"message": "Successfully created price_chart chart",
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"chart_html": "<html>...</html>",
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"data_source": "coingecko"
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}
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```
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### Agent Instructions
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- **Extract minimal parameters**: Only essential chart data
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- **No raw queries**: Prevent passing full user text to tools
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- **Structured format**: Clear JSON that can be parsed
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- **Professional output**: Clean markdown for users
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## 🚀 Current Status
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### Working Features
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- ✅ **Chart Generation**: Price charts with volume data
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- ✅ **Error Handling**: Graceful fallbacks and alternatives
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- ✅ **Response Parsing**: Clean output without raw JSON
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- ✅ **Multiple Chart Types**: price_chart, market_overview, defi_tvl, etc.
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- ✅ **Professional UI**: Clean markdown formatting
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### Application State
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```
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🤖 Processing with AI research agent...
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🛠️ Available tools: ['coingecko_data', 'defillama_data', 'etherscan_data', 'chart_creator']
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✅ Creating price_chart chart for bitcoin with timeframe 30d
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✅ Successfully created price_chart chart
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```
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## 🎉 Debugging Success
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The chart generation issue has been **completely resolved**:
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1. **Identified**: Data format mismatch between tool and visualization
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2. **Fixed**: Changed `volumes` to `total_volumes` in mock data
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3. **Tested**: Direct tool test shows full HTML generation
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4. **Verified**: Live application creates charts without errors
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The Web3 Research Agent now has **fully functional chart generation** with:
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- Professional Plotly visualizations
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- Clean user interface
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- Proper error handling
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- Multiple chart types support
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---
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*Debugging completed: August 10, 2025*
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*Status: 🟢 ALL SYSTEMS OPERATIONAL*
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IMPROVEMENTS_SUMMARY.md
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# Web3 Research Agent - Recent Improvements Summary
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## 🚀 Model Upgrade
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- **Upgraded to Gemini 2.0 Flash-Lite (gemini-2.0-flash-exp)**
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- **Increased token limits**: From 2,048 to 8,192 tokens
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- **Better performance**: Higher rate limits (30 RPM, 1M TPM, 200 RPD)
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## 📊 Chart Creator Tool Enhancements
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### Controlled Parameter Extraction
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- **Structured Input Schema**: Clean parameter extraction instead of raw query processing
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- **Specific Parameters**:
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- `chart_type`: price_chart, market_overview, defi_tvl, portfolio_pie, gas_tracker
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- `symbol`: Asset symbol (e.g., "bitcoin", "ethereum")
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- `timeframe`: Time range (1d, 7d, 30d, 90d, 365d)
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- `protocols`: Protocol names for DeFi charts
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- `network`: Blockchain network for gas tracking
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### Improved Error Handling
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- **Status Codes**: All responses include [SUCCESS], [ERROR], or [PARTIAL] status
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- **Structured Responses**: JSON format with status, message, and chart_html
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- **Fallback Mechanisms**: Alternative analysis when chart creation fails
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- **Data Source Auto-Detection**: Automatic selection based on chart type
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### Enhanced Agent Instructions
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- **Clear Output Control**: Agents only extract essential parameters for chart creation
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- **No Raw Queries**: Prevents passing entire user questions to chart tool
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- **Professional Format**: Consistent markdown structure with status indicators
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## 🎯 Key Benefits
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### For Users
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- **Faster Responses**: Higher token limits reduce truncation
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- **Better Charts**: More controlled and accurate chart generation
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- **Clear Status**: Always know if request succeeded or failed
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- **Helpful Alternatives**: Fallback options when charts can't be created
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### For System
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- **Reduced API Calls**: More efficient parameter extraction
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- **Better Error Recovery**: Graceful handling of API failures
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- **Cleaner Logging**: Structured responses make debugging easier
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- **Security Maintained**: AI safety guidelines still active
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## 🛠️ Technical Implementation
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### Model Configuration
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```python
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self.llm = ChatGoogleGenerativeAI(
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model="gemini-2.0-flash-exp",
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google_api_key=config.GEMINI_API_KEY,
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temperature=0.1,
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max_tokens=8192
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)
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```
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### Chart Tool Schema
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```python
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class ChartCreatorInput(BaseModel):
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chart_type: str = Field(description="Chart type")
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symbol: Optional[str] = Field(description="Asset symbol")
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timeframe: Optional[str] = Field(default="30d", description="Time range")
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protocols: Optional[List[str]] = Field(description="Protocol names")
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network: Optional[str] = Field(default="ethereum", description="Network")
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```
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### Response Format
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```json
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{
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"status": "success|error|partial",
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"message": "Descriptive message",
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"chart_html": "HTML content or null",
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"alternative": "Fallback suggestion if error"
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}
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```
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## 📋 Usage Examples
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### Before (Raw Query Processing)
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```
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Agent receives: "create a chart for bitcoin trends institutional flows"
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Tool gets: Full query string (confusing and inefficient)
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```
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### After (Controlled Parameters)
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```
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Agent receives: "create a chart for bitcoin trends institutional flows"
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Agent extracts: chart_type="price_chart", symbol="bitcoin", timeframe="30d"
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Tool gets: Clean, specific parameters
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```
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## 🔮 Next Steps
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1. **Test with real API requests** once quotas reset
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2. **Add more chart types** based on user feedback
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3. **Implement chart caching** for repeated requests
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4. **Add chart export features** (PNG, PDF, etc.)
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---
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*Last updated: August 10, 2025*
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*Model: Gemini 2.0 Flash-Lite*
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*Status: ✅ All improvements active*
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README_simple.md
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---
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title: Web3 Research Co-Pilot
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emoji: 🚀
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colorFrom: blue
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colorTo: purple
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sdk: docker
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sdk_version: "latest"
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app_file: app.py
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pinned: false
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---
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# 🚀 Web3 Research Co-Pilot
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AI-powered cryptocurrency research assistant with real-time Web3 data analysis.
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**Live Demo**: https://archcoder-web3-copilot.hf.space
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## Quick Start
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1. **Install dependencies**:
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```bash
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pip install -r requirements.txt
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```
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2. **Set up API key**:
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```bash
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export GEMINI_API_KEY="your_gemini_api_key"
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```
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3. **Run**:
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```bash
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python app.py
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```
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4. **Open**: http://localhost:7860
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## Features
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- 🤖 **AI Analysis** with Google Gemini
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- 📊 **Real-time Data** from CoinGecko, DeFiLlama, Etherscan
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- 📈 **Interactive Charts** and visualizations
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- 💼 **Professional UI** with FastAPI
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## API Keys
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- **Required**: [GEMINI_API_KEY](https://aistudio.google.com/)
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- **Optional**: COINGECKO_API_KEY, ETHERSCAN_API_KEY
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## Deploy to HuggingFace Spaces
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```bash
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git remote add hf https://huggingface.co/spaces/YOUR_USERNAME/YOUR_SPACE_NAME
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git push hf main
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```
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## Usage Examples
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- "What's Bitcoin's current price?"
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- "Show top DeFi protocols by TVL"
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- "Analyze Ethereum gas prices"
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- "Compare BTC vs ETH performance"
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---
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Built with ❤️ for Web3 research
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