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187 |
- Abstract 188 |
- Introduction 189 |
- Current Challenges 190 |
- Technology Overview 191 |
- Core Features 192 |
- Use Cases 193 |
- Roadmap 194 |
- Conclusion 195 |
├── AiServices.js ├── README.md ├── SentimentAgent.js ├── analysis.html ├── api.html ├── fetch_tokens.php ├── main.html ├── proxy.php ├── scoreCalculator.js └── whitepaper /AiServices.js: -------------------------------------------------------------------------------- 1 | class AIService { 2 | constructor(apiKey) { 3 | this.apiKey = apiKey; 4 | this.models = { 5 | analysis: "anthropic/claude-2", 6 | sentiment: "openai/gpt-4", 7 | technical: "anthropic/claude-2" 8 | }; 9 | } 10 | 11 | async getTokenAnalysis(tokenData) { 12 | try { 13 | const response = await this.makeAIRequest({ 14 | model: this.models.analysis, 15 | prompt: this.buildAnalysisPrompt(tokenData), 16 | temperature: 0.7 17 | }); 18 | return this.parseAIResponse(response); 19 | } catch (error) { 20 | console.error('AI Analysis Error:', error); 21 | return this.getFallbackAnalysis(tokenData); 22 | } 23 | } 24 | 25 | buildAnalysisPrompt(tokenData) { 26 | // Enhanced prompt engineering 27 | } 28 | } 29 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # SenseAI Analyser Framework 2 | 3 | Welcome back to the **SenseAI Framework** – your ultimate, turbocharged toolkit for analyzing Solana and Pump.fun tokens! If you thought our first introduction was wild, buckle up. We're diving deeper into the mind-bending functionalities that make SenseAI the most insane and powerful framework in the crypto universe! 4 | 5 | ## 🚀 Unleashing the Core Functions 6 | 7 | SenseAI isn't just another analytics tool; it's a revolution. Here's a breakdown of the powerhouse functions that set us apart: 8 | 9 | ### 1. **AI-Powered Predictive Analytics** 10 | 11 | - **Machine Learning Models**: Harness cutting-edge ML algorithms trained on vast datasets to predict token price movements, volatility, and trend reversals with unprecedented accuracy. 12 | 13 | - **Neural Network Integration**: Utilize deep learning architectures to analyze complex patterns and correlations within Solana and Pump.fun token data, uncovering insights that traditional methods miss. 14 | 15 | ### 2. **Real-Time Sentiment Analysis** 16 | 17 | - **Social Media Scraping**: Continuously monitor platforms like Twitter, Discord, and Reddit to gauge community sentiment and detect emerging trends or potential pump-and-dump schemes. 18 | 19 | - **Natural Language Processing (NLP)**: Employ advanced NLP techniques to interpret and quantify sentiment from unstructured text data, providing a sentiment score that influences predictive models. 20 | 21 | ### 3. **Comprehensive Token Metrics Dashboard** 22 | 23 | - **On-Chain Data Visualization**: Access real-time on-chain metrics such as transaction volume, holder distribution, and liquidity pools, all visualized through customizable dashboards. 24 | 25 | - **Pump.fun Specific Analytics**: Dive deep into the unique mechanics of Pump.fun tokens, including pump cycles, redistribution patterns, and reward mechanisms to optimize your investment strategies. 26 | 27 | ### 4. **Automated Trading Signals** 28 | 29 | - **Signal Generation Engine**: Receive actionable trading signals based on AI-driven insights, sentiment shifts, and market anomalies, enabling you to make informed trading decisions swiftly. 30 | 31 | - **Alert Systems**: Set up customizable alerts for specific metrics, sentiment thresholds, or predictive indicators to stay ahead of the game 24/7. 32 | 33 | ### 5. **Advanced Risk Management Tools** 34 | 35 | - **Portfolio Diversification Analysis**: Analyze and optimize your token portfolio by assessing risk exposure, correlation coefficients, and diversification strategies tailored to Solana and Pump.fun ecosystems. 36 | 37 | - **Stop-Loss and Take-Profit Recommendations**: Get AI-suggested levels for automated trading strategies to protect your investments and maximize gains. 38 | 39 | ### 6. **API Integration and Developer Tools** 40 | 41 | - **Robust RESTful API**: Seamlessly integrate SenseAI's functionalities into your own applications with our comprehensive API, offering endpoints for all major analytics and data retrieval functions. 42 | 43 | - **Webhooks and Real-Time Data Feeds**: Receive instant updates and data pushes through webhooks, perfect for building custom dashboards, trading bots, or automated reporting systems. 44 | 45 | - **SDKs and Libraries**: Utilize our pre-built SDKs in popular programming languages (JavaScript, Python, etc.) to accelerate your development process and integrate SenseAI’s capabilities effortlessly. 46 | 47 | ### 7. **Customizable Machine Learning Pipelines** 48 | 49 | - **Pipeline Builder**: Design and customize your own ML pipelines using our intuitive pipeline builder, allowing you to tailor the analysis process to your specific needs and strategies. 50 | 51 | - **Model Training and Deployment**: Train your own models with SenseAI’s infrastructure and deploy them directly within the framework, ensuring optimal performance and scalability. 52 | 53 | ## 🛠 Installation 54 | 55 | Ready to dive deeper into the madness? Here's how to get started: 56 | 57 | ```bash 58 | # Clone the repository 59 | git clone https://github.com/TheSenseAI/SenseAI.git 60 | 61 | # Navigate into the directory 62 | cd SenseAI 63 | 64 | # Install all the mind-blowing dependencies 65 | npm install 66 | 67 | # Configure your environment variables 68 | cp .env.example .env 69 | # (Edit the .env file with your specific configurations) 70 | 71 | # Launch the framework 72 | npm start 73 | ``` 74 | 75 | ## 📖 API Documentation 76 | 77 | Unlock the full power of SenseAI by integrating our API into your own applications. Here's how you can get started: 78 | 79 | ### **Endpoint: Analyze Token** 80 | 81 | #### `GET /analyze` 82 | 83 | This endpoint allows you to analyze a token by its mint address. It returns a comprehensive analysis, including market metrics, social metrics, and detailed AI-driven reasoning. 84 | 85 | #### **Example Request** 86 | 87 | ```javascript 88 | fetch('https://thesenseai.fun/analyze?mint=YOUR_MINT_ADDRESS') 89 | .then(response => response.json()) 90 | .then(data => console.log(data)); 91 | ``` 92 | 93 | *Make sure to replace `YOUR_MINT_ADDRESS` with the actual mint address of the token you want to analyze.* 94 | 95 | #### **Parameters** 96 | 97 | | Parameter | Type | Description | 98 | |-----------|--------|--------------------------------------------------| 99 | | `mint` | string | **Required.** The token mint address to analyze | 100 | 101 | #### **Response Format** 102 | 103 | ```json 104 | { 105 | "name": "Token Name", 106 | "address": "mint_address", 107 | "marketMetrics": { 108 | "marketCap": "$1000000", 109 | "repliesAmount": "100", 110 | "createdAt": "2024-01-08T00:00:00Z" 111 | }, 112 | "socialMetrics": { 113 | "aiViralityScore": "85/100", 114 | "ideaQualityScore": "75/100", 115 | "matchesMeta": "Yes" 116 | }, 117 | "analysis": { 118 | "viralityReasoning": "Analysis of viral potential...", 119 | "qualityReasoning": "Quality assessment...", 120 | "metaReasoning": "Meta trend analysis...", 121 | "overallScore": 80, 122 | "overallReason": "Comprehensive analysis..." 123 | } 124 | } 125 | ``` 126 | 127 | #### **Response Details** 128 | 129 | - **`name`** *(string)*: The name of the token. 130 | - **`address`** *(string)*: The mint address of the token. 131 | - **`marketMetrics`** *(object)*: Contains market-related metrics. 132 | - **`marketCap`** *(string)*: The market capitalization of the token. 133 | - **`repliesAmount`** *(string)*: The number of engagements or replies related to the token. 134 | - **`createdAt`** *(string)*: The creation date of the token in ISO 8601 format. 135 | - **`socialMetrics`** *(object)*: Contains social media and AI-assessed metrics. 136 | - **`aiViralityScore`** *(string)*: The AI-assessed virality score out of 100. 137 | - **`ideaQualityScore`** *(string)*: The AI-assessed quality score of the token's concept out of 100. 138 | - **`matchesMeta`** *(string)*: Indicates whether the token aligns with current market trends. 139 | - **`analysis`** *(object)*: Contains detailed AI-driven analysis. 140 | - **`viralityReasoning`** *(string)*: Explanation of the token's viral potential based on social metrics. 141 | - **`qualityReasoning`** *(string)*: Assessment of the token's idea quality. 142 | - **`metaReasoning`** *(string)*: Analysis of how the token fits into current market meta trends. 143 | - **`overallScore`** *(number)*: The overall score given to the token (typically out of 100). 144 | - **`overallReason`** *(string)*: Comprehensive reasoning behind the overall score. 145 | 146 | --- 147 | 148 | # SenseAI Framework Roadmap 149 | 150 | ## Core Platform Release 151 | 152 | - **Interactive Dashboard Frontend** 153 | - **Public API Access** 154 | - **Real-time Token Analysis Engine** 155 | - **Custom AI Token Estimation Models** 156 | 157 | ### Initial Support for: 158 | 159 | - Solana Ecosystem 160 | - Pump.fun Tokens 161 | - Manual Analysis Tools 162 | - Programmatic AI Estimations 163 | 164 | ## 🚀 February 2025 165 | 166 | ### Advanced Agent Ecosystem Launch 167 | 168 | #### **Wallet Analysis Agent** 169 | 170 | - Deep wallet behavior analysis 171 | - Transaction pattern recognition 172 | - Risk scoring system 173 | - Whale movement tracking 174 | 175 | #### **Portfolio Management Agent** 176 | 177 | - Automated portfolio optimization 178 | - Risk assessment 179 | - Performance tracking 180 | - Rebalancing suggestions 181 | 182 | #### **Code Analysis Agent** 183 | 184 | - Smart contract security scanning 185 | - Code quality assessment 186 | - Vulnerability detection 187 | - Automated auditing features 188 | 189 | #### **Website Analysis Agent** 190 | 191 | - Project credibility scoring 192 | - Red flag detection 193 | - Domain history analysis 194 | - Team verification tools 195 | 196 | ### **Token Creation Suite** 197 | 198 | #### **Website Token Creation Agent** 199 | 200 | - One-click token deployment 201 | - Custom tokenomics configuration 202 | - Automated smart contract generation 203 | - Built-in security features 204 | 205 | #### **Custom Agent Development Platform** 206 | 207 | - Agent creation toolkit 208 | - Custom logic implementation 209 | - Integration APIs 210 | - Community agent marketplace 211 | 212 | ## 🌟 Q1 2025 213 | 214 | ### Exchange Integration 215 | 216 | - **First CEX Listing** 217 | - Major exchange partnership 218 | - Native token launch 219 | - Trading pairs establishment 220 | - Liquidity pool creation 221 | 222 | ### Strategic Integrations 223 | 224 | #### **AI Framework Partnerships** 225 | 226 | - OpenAI integration 227 | - Google AI tools compatibility 228 | - Custom ML model support 229 | - AI-powered trading strategies 230 | 231 | #### **Solana Ecosystem Integration** 232 | 233 | - Phantom Wallet integration 234 | - Solflare compatibility 235 | - Magic Eden partnership 236 | - Jupiter integration 237 | 238 | ## 📚 Detailed Documentation 239 | 240 | Need to navigate the intricate functionalities of SenseAI? Our [comprehensive documentation](https://thesenseai.fun/api.html) has everything you need: 241 | 242 | - **Getting Started Guides** 243 | - **API References** 244 | - **Developer Guides** 245 | - **Advanced Configuration** 246 | 247 | ## 🤝 Contributing to the Chaos 248 | 249 | Think you can add another layer of insanity to SenseAI? We're all ears! Here's how you can contribute: 250 | 251 | 1. **Fork the Repository** 252 | 2. **Create a New Branch** (`git checkout -b feature/YourFeature`) 253 | 3. **Make Your Changes** 254 | 4. **Commit Your Changes** (`git commit -m 'Add some feature'`) 255 | 5. **Push to the Branch** (`git push origin feature/YourFeature`) 256 | 6. **Open a Pull Request** 257 | 258 | Join our mission to push the boundaries of crypto analysis and make SenseAI the most formidable tool in the blockchain jungle! 259 | 260 | ## 💬 Support 261 | 262 | Got questions, need help, or just want to share your excitement? Reach out to us through any of the following channels: 263 | 264 | - **Email**: info@thesenseai.fun 265 | - **Twitter**: [@SenseAIx](https://x.com/SenseAIx) 266 | 267 | ## 📄 License 268 | 269 | SenseAI Framework is licensed under the MIT License. 270 | 271 | --- 272 | 273 | **Strap in and hold on tight** – with SenseAI Framework, you're not just navigating the crypto landscape; you're dominating it. Embrace the madness, leverage the power, and redefine token analysis with SenseAI! 274 | 275 | # 🚀 Blast Off with SenseAI! 276 | 277 | --- 278 | 279 | **Disclaimer**: Trading cryptocurrencies involves risk. Ensure you perform your own due diligence before making any investment decisions. 280 | 281 | # Contact Us 282 | 283 | For any inquiries or feedback, feel free to reach out: 284 | 285 | - **Email**: info@thesenseai.fun 286 | - **Website**: [thesenseai.fun](https://thesenseai.fun) 287 | - **GitHub**: [github.com/TheSenseAI/SenseAI](https://github.com/TheSenseAI/SenseAI) 288 | 289 | --- 290 | 291 | Stay connected, stay informed, and stay ahead with SenseAI Framework! 292 | 293 | -- 294 | -------------------------------------------------------------------------------- /SentimentAgent.js: -------------------------------------------------------------------------------- 1 | class SentimentAgent { 2 | constructor() { 3 | this.sentimentAPI = new SentimentAPI(); 4 | } 5 | 6 | async analyzeSentiment(tokenName, socialData) { 7 | const sentiment = await this.sentimentAPI.analyze(tokenName); 8 | return { 9 | score: this.calculateSentimentScore(sentiment), 10 | signals: this.extractSocialSignals(socialData), 11 | trending: this.checkTrendingStatus(tokenName) 12 | }; 13 | } 14 | 15 | calculateSentimentScore(sentimentData) { 16 | // Sentiment scoring logic 17 | } 18 | } 19 | -------------------------------------------------------------------------------- /analysis.html: -------------------------------------------------------------------------------- 1 | 2 | 3 |
4 | 5 |Analyzing token data... (Wait couple of seconds)
303 |Integrate AI token analysis functions into your applications
294 | 326 |/analyze
338 |
339 | 342 | fetch('https://thesenseai.fun/analyze?mint=YOUR_MINT_ADDRESS') 343 | .then(response => response.json()) 344 | .then(data => console.log(data));345 |
Parameter | 351 |Type | 352 |Description | 353 |
---|---|---|
mint | 356 |string | 357 |The token mint address to analyze | 358 |
{ 364 | "name": "Token Name", 365 | "address": "mint_address", 366 | "marketMetrics": { 367 | "marketCap": "$1000000", 368 | "repliesAmount": "100", 369 | "createdAt": "2024-01-08T00:00:00Z" 370 | }, 371 | "socialMetrics": { 372 | "aiViralityScore": "85/100", 373 | "ideaQualityScore": "75/100", 374 | "matchesMeta": "Yes" 375 | }, 376 | "analysis": { 377 | "viralityReasoning": "Analysis of viral potential...", 378 | "qualityReasoning": "Quality assessment...", 379 | "metaReasoning": "Meta trend analysis...", 380 | "overallScore": 80, 381 | "overallReason": "Comprehensive analysis..." 382 | } 383 | }384 |
Enter a token Contract Address or Pump.fun link to analyze all its metrics and get AI-powered insights
254 | 286 |Enter a token contract address or Pump.fun link to analyze its metrics and get AI-powered insights for it
148 | 180 |Navigating the volatile and dynamic world of cryptocurrency markets, especially within ecosystems like 204 | Solana and platforms like Pump.fun, presents numerous challenges. Investors and developers alike face 205 | difficulties in identifying credible tokens, understanding trends, and mitigating risks.
206 | 207 |SenseAI is an advanced AI-driven token analysis framework designed 208 | to bridge this gap. By leveraging cutting-edge AI models and real-time on-chain data, SenseAI empowers 209 | users to make data-driven decisions, offering an unmatched level of transparency, insight, and accuracy.
210 | 211 |SenseAI brings together the latest AI technologies to help users unlock valuable insights in real-time, 212 | enabling smarter and safer investments. By combining real-time market data with predictive analytics, 213 | SenseAI offers a unique approach to analyzing token potential.
214 |The cryptocurrency industry continues to evolve rapidly, with Solana 222 | emerging as a key player due to its high throughput and minimal transaction costs. However, this very 223 | innovation has resulted in a proliferation of tokens, many of which lack reliability or exhibit fraudulent 224 | behavior.
225 |SenseAI aims to tackle these challenges by offering a comprehensive AI-powered analysis platform that 244 | simplifies token assessment and empowers users to make confident investment decisions.
245 |SenseAI architecture is built to ensure reliability, scalability, and deep insights. Its core components include:
252 | 253 |SenseAI offers a wide range of features designed to meet the diverse needs of users in the cryptocurrency ecosystem:
306 | 307 |Comprehensive evaluation across trustworthiness, liquidity, market cap, and holder activity
311 |Monitors social media and community forums for sentiment trends related to tokens
316 |Provides alerts for suspicious token activity or fraud signals
321 |Offers tools for users to smartly manage their investments with extra valuable AI based insights about their bags
326 |Supports integration with major crypto exchanges, including Pump.fun, Jupiter, Serum and Raydium
331 |Evaluates a token's overall potential using AI-driven analysis of virality, adoption metrics, and long-term growth indicators
336 |SenseAI sets a new benchmark in token analytics by combining AI, real-time data, and blockchain 440 | technology. By enabling users to gain actionable insights into the volatile cryptocurrency market, it ensures 441 | smarter, safer, and more informed investment decisions.
442 | 443 |Join us on this journey to revolutionize token analysis and redefine the way the world navigates the 444 | crypto ecosystem.
445 |