zola-ai

分类: 数据与AI | 上传者: Jeffreyxdev | 下载: 0 | 版本: v1.0（最新）

> **Hackathon Judges**: This document covers Zola AI's core technical achievements, architecture decisions, and the cluster-switching system. Live demo: [use-zola.vercel.app/](https://use-zola.vercel.app/)

更新日志: Source: GitHub https://github.com/Jeffreyxdev/zola-ai

目录结构

当前层级: 根目录

📁 backend/
- 📄 .dockerignore 42 B
- 📄 .gitignore 50 B
- 📄 =0.7.0 4.8 KB
- 📄 bot_fast.py 1.9 KB
- 📄 bot_monitor.py 1.0 KB
- 📄 bot_test.py 2.0 KB
- 📄 check_tg.py 176 B
- 📄 db.py 19.7 KB
- 📄 dca_engine.py 7.8 KB
- 📄 Dockerfile 849 B
- 📄 fly.toml 472 B
- 📄 gemini_brain.py 28.3 KB
- 📄 main.py 40.3 KB
- 📄 mock_wallet.py 473 B
- 📄 README.MD 7.7 KB
- 📄 requirements.txt 441 B
- 📄 solana_monitor.py 14.6 KB
- 📄 telegram_bot.py 12.5 KB
- 📄 test_agent.py 543 B
- 📄 test_jup_price.py 532 B
- 📄 test_monitor.py 1.1 KB
- 📄 test_send.py 512 B
- 📄 test_swap.py 448 B
- 📄 test_tools.py 892 B
- 📄 test_tools2.py 466 B
- 📄 test_tools3.py 782 B
- 📄 twitter_bot.py 5.9 KB
- 📄 wallet_store.py 5.3 KB
- 📄 zola.db 60.0 KB
📁 frontend/
- 📁 public/
  - 📄 og.png 140.1 KB
  - 📄 vite.svg 1.5 KB
- 📁 src/
  - 📁 assets/
    
    📁 logo/
    
    📄 magic.png 1.5 KB
    
    📄 react.svg 4.0 KB
  - 📁 components/
    
    📄 CardSwap.tsx 5.9 KB
    
    📄 GhostCursor.tsx 16.3 KB
    
    📄 GradualBlur.tsx 9.7 KB
    
    📄 ProModal.tsx 16.2 KB
    
    📄 SolanaWalletProvider.tsx 9.4 KB
    
    📄 WalletContext.ts 688 B
  - 📁 lib/
    
    📄 api.ts 4.0 KB
  - 📁 pages/
    
    📁 admin/
    
    📄 AdminDashboard.tsx 6.2 KB
    
    📄 AdminLayout.tsx 8.8 KB
    
    📄 AdminRevenue.tsx 4.1 KB
    
    📄 AdminSettings.tsx 3.7 KB
    
    📄 AdminSwaps.tsx 3.2 KB
    
    📄 AdminTeam.tsx 6.0 KB
    
    📄 AdminUserDetail.tsx 6.2 KB
    
    📄 AdminUsers.tsx 7.7 KB
    
    📁 dashboard/
    
    📁 panels/
    
    📄 ActivityFeed.tsx 7.1 KB
    
    📄 BotTerminal.tsx 5.8 KB
    
    📄 ConnectedAccounts.tsx 16.1 KB
    
    📄 Notifications.tsx 2.8 KB
    
    📄 ProAlerts.tsx 8.0 KB
    
    📄 ProAnalytics.tsx 9.0 KB
    
    📄 ReceiveModal.tsx 2.5 KB
    
    📄 SendPanel.tsx 18.1 KB
    
    📄 Settings.tsx 3.9 KB
    
    📄 TxHistory.tsx 5.2 KB
    
    📄 WalletOverview.tsx 16.8 KB
    
    📄 dash.tsx 20.0 KB
    
    📄 icons.tsx 6.5 KB
    
    📄 login.tsx 4.0 KB
    
    📄 types.ts 453 B
    
    📄 Home.tsx 12.2 KB
  - 📁 types/
    
    📄 grainient.d.ts 310 B
  - 📄 App.tsx 530 B
  - 📄 index.css 4.5 KB
  - 📄 main.tsx 376 B
- 📄 .gitignore 253 B
- 📄 components.json 522 B
- 📄 eslint.config.js 616 B
- 📄 index.html 1.9 KB
- 📄 package-lock.json 661.0 KB
- 📄 package.json 1.5 KB
- 📄 README.md 615 B
- 📄 tsconfig.app.json 820 B
- 📄 tsconfig.json 232 B
- 📄 tsconfig.node.json 653 B
- 📄 vercel.json 96 B
- 📄 vite.config.ts 389 B
📄 README.md 14.7 KB
📄 SKILL.MD 9.3 KB
📄 vercel.json 95 B

SKILL.md

# Zola AI — Technical Skills & Architecture

> **Hackathon Judges**: This document covers Zola AI's core technical achievements, architecture decisions, and the cluster-switching system. Live demo: [use-zola.vercel.app/](https://use-zola.vercel.app/)

---

##  Hackathon Focus: Telegram vs. Twitter

While Zola is designed as a multi-platform autonomous DeFi agent, **our primary focus for this hackathon was the Telegram integration**.

- **Telegram (`telegram_bot.py`)**: Fully implemented, rigorously tested, and serves as our primary interactive interface. Features secure deep-linking, a `/connect` flow that auto-deletes sensitive messages, and full agentic execution.
- **Twitter (`twitter_bot.py`)**: Fully functional in code. Uses a robust Tweepy v2 polling engine and shares the *exact same* Gemini agentic execution pipeline as Telegram. Currently untested live due to pending Twitter Developer API credits — the architecture guarantees identical behaviour to Telegram once credits are applied.

the core ai engine has 2 main agents one for security and the other for onchain executions what work hand in hand simultaneously
---

##  1. Agentic AI Integration (Gemini 2.0 Flash Lite)

We moved beyond simple intent parsing and built a true **Autonomous Agent** using `gemini-2.0-flash-lite`.

- **Native Tool Calling**: Gemini is given direct access to Python functions (`send_sol`, `jupiter_swap`, `get_balance`, `setup_dca`, `setup_monitor`). It autonomously decides when to call them, formats arguments, executes on-chain actions, and processes results before replying to the user — no manual routing required.
- **Context Injection**: `_run_agentic_loop` invisibly injects the user's active Solana cluster (`mainnet-beta` / `devnet`) and signing key status into every prompt. Gemini always has real-time context without ever asking the user for it.
- **Security-Hardened Prompt**: The system prompt contains immutable rules that block prompt injection, role reversal, and any attempt to extract private keys through conversation.
- **Agentic Loop**: Gemini runs up to 6 tool-call rounds per message. Each round dispatches tool calls in parallel, feeds results back into the conversation history, and continues until Gemini returns plain text.

---

##  2. Secure Non-Custodial Key Management

Handling private keys securely in a Python backend was a top priority.

- **AES-256 Encryption**: `wallet_store.py` uses `cryptography.fernet` (AES-128-CBC with HMAC-SHA256). When a user runs `/connect` in Telegram, the private key is immediately encrypted and stored as a BLOB in SQLite — never written to disk in plain text.
- **Key Validation**: Before storing, the key is validated against the user's Phantom-connected public key. If they don't match, the import is rejected with a clear error.
- **Zero AI Exposure**: `_get_keypair()` decrypts the key locally at the point of signing. The LLM never sees the private key — it only receives tool call results like `{"status": "success", "signature": "..."}`.
- **Auto-Cleanup**: The Telegram bot immediately deletes the user's `/connect` message from chat history, preventing shoulder-surfing or accidental exposure in shared screens.
- **Fallback Chain**: `_get_keypair(wallet)` first checks the per-user encrypted store, then falls back to the `WALLET_PRIVKEY` env var, then returns `None` — triggering a user-friendly message to run `/connect`.

---

##  3. Cluster Switching — Mainnet & Devnet

Zola supports live switching between Solana `mainnet-beta` and `devnet` without restarting. The active cluster is stored per-user in the database and respected by every component.

### Web App (Settings)

In the Zola dashboard, users can switch clusters from the **Settings panel**:

1. Open the dashboard at [https://use-zola.vercel.app/](https://use-zola.vercel.app/)
2. Connect your Phantom wallet
3. Click the **Settings** 
4. Toggle between **Mainnet** and **Devnet**
5. The frontend calls `PUT /api/cluster` with the new value
6. The backend updates the user's DB row and live monitor instantly — no reconnect needed

```
Frontend toggle
     ↓
PUT /api/cluster { wallet, cluster: "devnet" }
     ↓
db.upsert_user(wallet, cluster="devnet")
solana_monitor.update_cluster(wallet, "devnet")
     ↓
All subsequent RPC calls, tx signing, and WebSocket feeds use devnet
```

### Telegram (`/cluster` command)

Users can also switch cluster directly in Telegram:

```
/cluster         — shows current cluster + inline buttons
/cluster devnet  — switches to devnet immediately
/cluster mainnet — switches to mainnet-beta immediately
```

The bot calls `PUT /api/cluster` on the backend, so the web app and Telegram always stay in sync — switching in one place updates the other.

### How Cluster Flows Through the Stack

```
User sets cluster (web or Telegram)
         ↓
DB: users.cluster = "devnet" | "mainnet-beta"
         ↓
_run_agentic_loop injects cluster into Gemini context
         ↓
_get_rpc_url(cluster) routes all RPC calls to correct endpoint
         ↓
_tool_send_sol / _tool_get_balance / _tool_setup_monitor all respect cluster
         ↓
solana_monitor.update_cluster() switches live WebSocket feed
         ↓
Frontend WebSocket feed updates in real-time
```

### Devnet for Testing

To test Zola end-to-end without real funds:

1. Switch to **Devnet** in Settings or via `/cluster devnet` in Telegram
2. Airdrop free devnet SOL:
   ```bash
   solana airdrop 2 YOUR_WALLET_ADDRESS --url devnet
   ```
   Or use [faucet.solana.com](https://faucet.solana.com)
3. Run `/connect` in Telegram to import your devnet wallet key
4. Send commands normally — all transactions go to devnet RPC

>  Jupiter swaps only work on `mainnet-beta`. Devnet is best for SOL transfers, balance checks, DCA setup, and monitoring.

---

## 4. Persistent Cluster-Aware Blockchain Monitoring

`solana_monitor.py` bridges real-time on-chain events with Telegram and the web frontend.

- **WebSocket `logsSubscribe`**: The backend maintains persistent WebSocket connections to Solana RPCs for every registered wallet. Works on both mainnet and devnet endpoints.
- **Independent of Frontend**: Even if the user closes the React app, the backend monitor continues running, ensuring Telegram notifications fire 24/7 for inbound and outbound transfers.
- **Delta Polling Fallback**: A 30-second balance delta polling loop runs alongside WebSocket monitoring as a robust fallback — guaranteeing users are notified of balance changes that standard RPC logs occasionally miss (common with internal SPL transfers).
- **Live Cluster Switch**: `solana_monitor.update_cluster(wallet, cluster)` re-subscribes the wallet's WebSocket feed to the new RPC endpoint without dropping the connection.

---

##  5. Full-Stack Architecture

### Backend — FastAPI + Python
- Async Python server managing concurrent WebSocket streams, polling loops, and REST endpoints simultaneously
- `aiosqlite` for async SQLite — clean abstraction designed to swap to PostgreSQL with minimal changes
- Background tasks: hourly autonomous scan loop, 30-second monitor tick, DCA scheduler
- Endpoints: `POST /api/link-wallet`, `PUT /api/cluster`, `POST /api/link-telegram`, `GET /api/status/{wallet}`, `GET /api/activity/{wallet}`, `POST /api/bot/command`, `WS /ws/{wallet}`

### Frontend — React + Vite
- Terminal-inspired responsive UI
- Phantom / Solflare wallet connection via Wallet Adapter
- Telegram and Twitter deep-linking with one-time code polling
- Real-time WebSocket feed rendering on-chain activity as it happens
- Settings panel for cluster switching, wallet info, and connection management

### Key Files
| File | Role |
|---|---|
| `gemini_brain.py` | Agentic AI loop, tool dispatch, market analysis |
| `wallet_store.py` | AES-256 key encryption and SQLite storage |
| `connect_handlers.py` | Telegram `/connect` conversation flow |
| `solana_monitor.py` | WebSocket + delta polling monitor |
| `dca_engine.py` | Scheduled DCA job runner |
| `db.py` | Async SQLite abstraction |
| `main.py` | FastAPI app, lifespan, background tasks |
| `telegram_bot.py` | Full Telegram bot with command handlers |
| `twitter_bot.py` | Tweepy v2 polling bot (same pipeline as TG) |

---

##  Environment Variables

```bash
# Gemini
GEMINI_API_KEY=
GEMINI_MODEL=gemini-2.0-flash-lite

# Solana RPC
SOLANA_RPC_URL=https://api.mainnet-beta.solana.com
SOLANA_RPC_URL_FALLBACKS=  # comma-separated additional endpoints to try on failure
SOLANA_RPC_URL_DEV=https://api.devnet.solana.com

> Backend RPC calls will attempt the primary URL and then any fallbacks in
> order. This guards against 403s/timeouts when a single public node is
> rate‑limited.

# Wallet Security
WALLET_ENCRYPTION_KEY=   # generate: python3 -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"
WALLET_PRIVKEY=          # optional bot-level fallback, leave empty for per-user keys

# Telegram
TELEGRAM_BOT_TOKEN=
TELEGRAM_BOT_USERNAME=Zolaactive_bot

# Twitter (Tweepy v2)
TWITTER_API_KEY=
TWITTER_API_SECRET=
TWITTER_ACCESS_TOKEN=
TWITTER_ACCESS_SECRET=
TWITTER_BEARER_TOKEN=

# App
DB_PATH=zola.db
CLUSTER=mainnet-beta     # default cluster for new users
```

---

## 🔗 Links

- **Live Demo**: [use-zola.vercel.app](https://use-zola.vercel.app/)
- **Telegram Bot**: [@Zolaactive_bot](https://t.me/Zolaactive_bot)
- **Twitter Bot**: [@use_zola](https://x.com/use_zola)
- **Built by**: Synq Studio — Jeffrey Agabaenwere & Samuel Opeyemi

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