Priyanshi Saxena commited on
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chore: cleaning up

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  1. CHART_DEBUG_COMPLETE.md +0 -115
  2. IMPROVEMENTS_SUMMARY.md +0 -101
  3. README_simple.md +0 -65
CHART_DEBUG_COMPLETE.md DELETED
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- # ✅ Chart Generation - DEBUGGING COMPLETE
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-
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- ## 🐛 Issue Identified and Fixed
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-
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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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-
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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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-
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- # AFTER (FIXED):
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- "total_volumes": [[timestamp, volume], ...]
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- ```
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-
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- ## 🎯 Complete Fix Implementation
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-
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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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-
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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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-
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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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-
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- ### 4. Testing Results ✅
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-
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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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-
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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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-
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- ## 🔧 Technical Implementation
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-
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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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-
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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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-
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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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-
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- ## 🚀 Current Status
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-
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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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-
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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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-
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- ## 🎉 Debugging Success
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-
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- The chart generation issue has been **completely resolved**:
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-
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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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-
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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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- ---
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- *Debugging completed: August 10, 2025*
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- *Status: 🟢 ALL SYSTEMS OPERATIONAL*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
IMPROVEMENTS_SUMMARY.md DELETED
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- # Web3 Research Agent - Recent Improvements Summary
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-
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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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-
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- ## 📊 Chart Creator Tool Enhancements
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-
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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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-
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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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-
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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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-
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- ## 🎯 Key Benefits
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-
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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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-
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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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-
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- ## 🛠️ Technical Implementation
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-
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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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-
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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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-
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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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-
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- ## 📋 Usage Examples
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-
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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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-
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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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-
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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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- ---
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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*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_simple.md DELETED
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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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-
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- # 🚀 Web3 Research Co-Pilot
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-
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- AI-powered cryptocurrency research assistant with real-time Web3 data analysis.
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-
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- **Live Demo**: https://archcoder-web3-copilot.hf.space
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-
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- ## Quick Start
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-
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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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-
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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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-
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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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-
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- 4. **Open**: http://localhost:7860
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-
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- ## Features
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-
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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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-
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- ## API Keys
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-
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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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-
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- ## Deploy to HuggingFace Spaces
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-
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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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-
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- ## Usage Examples
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-
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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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- ---
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-
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- Built with ❤️ for Web3 research