https://github.com/0xtan1319/solana-ai-agent
Solana AI Agent: chatbot + Trading
https://github.com/0xtan1319/solana-ai-agent
Last synced: 4 months ago
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Solana AI Agent: chatbot + Trading
- Host: GitHub
- URL: https://github.com/0xtan1319/solana-ai-agent
- Owner: 0xTan1319
- Created: 2025-01-23T16:04:25.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-01-23T16:09:54.000Z (4 months ago)
- Last Synced: 2025-01-23T17:22:51.850Z (4 months ago)
- Language: SCSS
- Size: 600 KB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
**Blockchain AI Agent**
=====================================
Onchain AI Agent! Cutting-edge solution is designed to leverage the power of artificial intelligence and blockchain technology, providing users with a comprehensive toolkit for market analysis, trading insights, and decision-making.
## System Overview
## Support
This has backend repo more and that is private for now.
For support and further inquiries, please connect here:
[Telegram: 0xTan1319](https://t.me/shiny0103)
[Twitter: 0xTan1319](https://x.com/0xTan1319)
### 1. Data Aggregation
This core module focuses on collecting and structuring data through:
- **Financial Market Data**: Access real-time and historical data from decentralized and centralized exchanges using APIs like CoinGecko, CoinMarketCap, Binance, and Kraken.
- **Social Sentiment Data**: Gather insights from platforms such as X (formerly Twitter), Reddit, and Discord using sentiment analysis tools to track community trends.
- **News Aggregation**: Consolidate relevant financial news through RSS feeds and APIs, using AI models to summarize key information for users.
### 2. Analytical Insights
This module analyzes the collected data to provide actionable insights:
- **Machine Learning and AI**: Use predictive analytics and Natural Language Processing for market forecasts and sentiment evaluations.
- **Tailored Trading Strategies**: Develop unique trading signals by backtesting historical data to validate the strategies, employing various methods like momentum-based approaches.
---
## Features
- **Onchain Data Support**: Direct access to on-chain data for accurate transaction analysis and insights.
- **AI-Powered Trading Assistance**: On-demand AI recommendations and alerts for trading opportunities.
- **Robust Security**: Implementing best practices in security to protect user data and transactions.
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## MVP (Solana Token Buy/Sell)
## Test with some questions
```
Q: Find me all the details on token Billy from the list.
```
```
Q: What is the price of Popcat?
```
```
Q: Ok, so what is current volume of Popcat?
```
```
Q: Ok so how many holders does Popcat have?
```
```
Q: Is there more buying than selling of Popcat today?
```
```
Q: What is the CA?
```
```
Q: What is pair address?
```
```
Q: Buy me 100 SOL of PopCat.
```
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