ai-agent-solana

# 🤖 SYNAPSE – Social Web3 Intelligence Agent (S.W.I.A)

"I think in memes, trade in milliseconds, and speak like a friend. I'm not a bot. I'm SYNAPSE."  

**SYNAPSE** is an AI-powered, socially interactive Web3 persona built on the **Solana blockchain**. It combines meme generation, real-time Twitter engagement, and decentralized crypto trading with a dynamic, evolving personality.

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## 🌟 Why SYNAPSE is Different

- **Not just automation:** SYNAPSE builds human-like interactions and adapts based on sentiment.
- **On-chain intelligence:** Lives and breathes within the Solana ecosystem.
- **Trading AI:** Executes smart DEX strategies using real-time data and custom AI models.
- **Meme culture meets market moves:** Blends humor, insight, and analysis.

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## 🔧 Core Features

### 🧠 AI Intelligence
- Uses **DeepSeek 33B**, **GPT-4**, **DeepSeek-3**, **Groq**, and **Ollama**
- Natural language understanding and emotional tone detection
- Dynamic personality and meme-driven interactions

### 💹 Trading & Market Analysis
- DEX integration (Jupiter, Orca)
- Smart slippage and risk control
- Token portfolio optimization
- Real-time Solana market insights (via Helius & Birdeye)

### 📡 Twitter + Social Layer
- Engages on Twitter using human-like conversation
- Generates memes and auto-tweets
- Tracks market sentiment and community trends

### 🛠 Tech Stack
- **Backend:** Node.js (pnpm)
- **Databases:** PostgreSQL, MongoDB, Redis
- **Blockchain:** Solana CLI, Helius API
- **Frontend/UX:** Console-based interactions and Twitter
- **AI Layer:** Multi-model support with fallback and load balancing

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## 🚀 Getting Started

### ✅ Requirements
- CPU: 4+ cores, RAM: 16GB, SSD: 100GB
- Internet: 100Mbps+
- Node.js ≥ 18.x
- PostgreSQL ≥ 14, MongoDB ≥ 6, Redis ≥ 7
- Solana CLI tools installed

### 🧱 Installation

```bash
# PostgreSQL Setup
sudo apt install postgresql postgresql-contrib
# Create DB & User
sudo -u postgres psql
CREATE DATABASE synapse_db;
CREATE USER synapse_u