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server.py
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| 1 |
+
"""
|
| 2 |
+
Shami's Deep Agent β FastAPI server for HuggingFace Spaces.
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| 3 |
+
|
| 4 |
+
Exposes a simple chat API that wraps Deep Agents with Groq backend.
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| 5 |
+
Accessible from anywhere via the HF Spaces URL.
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| 6 |
+
"""
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| 7 |
+
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| 8 |
+
import os
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| 9 |
+
import json
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| 10 |
+
import asyncio
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| 11 |
+
from datetime import datetime
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| 12 |
+
from pathlib import Path
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| 13 |
+
from contextlib import asynccontextmanager
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| 14 |
+
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| 15 |
+
from fastapi import FastAPI, HTTPException
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| 16 |
+
from fastapi.responses import HTMLResponse, StreamingResponse
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| 17 |
+
from pydantic import BaseModel
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| 18 |
+
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| 19 |
+
# ββ Agent setup ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 20 |
+
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| 21 |
+
AGENT = None
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| 22 |
+
CONVERSATIONS: dict[str, list[dict]] = {}
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| 23 |
+
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| 24 |
+
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+
def create_agent():
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| 26 |
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"""Create the Deep Agent with Groq backend."""
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try:
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| 28 |
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from deepagents import create_deep_agent
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| 29 |
+
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| 30 |
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agents_md = Path("AGENTS.md").read_text()
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| 31 |
+
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| 32 |
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agent = create_deep_agent(
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| 33 |
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model="groq:llama-3.3-70b-versatile",
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| 34 |
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system_prompt=agents_md,
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| 35 |
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)
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| 36 |
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return agent
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| 37 |
+
except Exception as e:
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| 38 |
+
print(f"[WARN] Could not create Deep Agent: {e}")
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| 39 |
+
print("[INFO] Falling back to direct Groq API mode")
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| 40 |
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return None
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| 41 |
+
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| 42 |
+
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| 43 |
+
def get_groq_client():
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| 44 |
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"""Direct Groq client as fallback when Deep Agents SDK isn't compatible."""
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| 45 |
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try:
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| 46 |
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from groq import Groq
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| 47 |
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return Groq(api_key=os.environ.get("GROQ_API_KEY"))
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| 48 |
+
except ImportError:
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| 49 |
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return None
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| 50 |
+
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| 51 |
+
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| 52 |
+
async def chat_with_groq(message: str, conversation_id: str) -> str:
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| 53 |
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"""Simple Groq chat as fallback."""
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| 54 |
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client = get_groq_client()
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| 55 |
+
if not client:
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| 56 |
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return "Error: Groq client not available. Check GROQ_API_KEY."
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| 57 |
+
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| 58 |
+
# Load AGENTS.md as system prompt
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| 59 |
+
system_prompt = Path("AGENTS.md").read_text() if Path("AGENTS.md").exists() else "You are a helpful assistant."
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| 60 |
+
# Strip YAML frontmatter
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| 61 |
+
if system_prompt.startswith("---"):
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| 62 |
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end = system_prompt.find("---", 3)
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| 63 |
+
if end != -1:
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| 64 |
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system_prompt = system_prompt[end + 3:].strip()
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| 65 |
+
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| 66 |
+
if conversation_id not in CONVERSATIONS:
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| 67 |
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CONVERSATIONS[conversation_id] = []
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| 68 |
+
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| 69 |
+
history = CONVERSATIONS[conversation_id]
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| 70 |
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messages = [{"role": "system", "content": system_prompt}] + history + [{"role": "user", "content": message}]
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| 71 |
+
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| 72 |
+
try:
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| 73 |
+
response = client.chat.completions.create(
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| 74 |
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model="llama-3.3-70b-versatile",
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| 75 |
+
messages=messages,
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| 76 |
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max_tokens=4096,
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| 77 |
+
temperature=0.7,
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| 78 |
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)
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| 79 |
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reply = response.choices[0].message.content or ""
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| 80 |
+
history.append({"role": "user", "content": message})
|
| 81 |
+
history.append({"role": "assistant", "content": reply})
|
| 82 |
+
# Keep history manageable
|
| 83 |
+
if len(history) > 40:
|
| 84 |
+
CONVERSATIONS[conversation_id] = history[-20:]
|
| 85 |
+
return reply
|
| 86 |
+
except Exception as e:
|
| 87 |
+
return f"Error: {e}"
|
| 88 |
+
|
| 89 |
+
|
| 90 |
+
# ββ FastAPI app ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 91 |
+
|
| 92 |
+
@asynccontextmanager
|
| 93 |
+
async def lifespan(app: FastAPI):
|
| 94 |
+
global AGENT
|
| 95 |
+
print(f"[{datetime.now().isoformat()}] Starting Shami's Deep Agent...")
|
| 96 |
+
print(f" GROQ_API_KEY: {'SET' if os.environ.get('GROQ_API_KEY') else 'MISSING'}")
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| 97 |
+
AGENT = create_agent()
|
| 98 |
+
if AGENT:
|
| 99 |
+
print(" Mode: Deep Agents SDK")
|
| 100 |
+
else:
|
| 101 |
+
print(" Mode: Direct Groq API (fallback)")
|
| 102 |
+
yield
|
| 103 |
+
print("Shutting down...")
|
| 104 |
+
|
| 105 |
+
|
| 106 |
+
app = FastAPI(
|
| 107 |
+
title="Shami's Deep Agent",
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| 108 |
+
description="Personal AI agent powered by Groq + Deep Agents",
|
| 109 |
+
lifespan=lifespan,
|
| 110 |
+
)
|
| 111 |
+
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| 112 |
+
|
| 113 |
+
class ChatRequest(BaseModel):
|
| 114 |
+
message: str
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| 115 |
+
conversation_id: str = "default"
|
| 116 |
+
|
| 117 |
+
|
| 118 |
+
class ChatResponse(BaseModel):
|
| 119 |
+
reply: str
|
| 120 |
+
conversation_id: str
|
| 121 |
+
model: str = "groq/llama-3.3-70b-versatile"
|
| 122 |
+
timestamp: str
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
@app.get("/", response_class=HTMLResponse)
|
| 126 |
+
async def home():
|
| 127 |
+
return """
|
| 128 |
+
<!DOCTYPE html>
|
| 129 |
+
<html>
|
| 130 |
+
<head>
|
| 131 |
+
<title>Shami's Deep Agent</title>
|
| 132 |
+
<meta name="viewport" content="width=device-width, initial-scale=1">
|
| 133 |
+
<style>
|
| 134 |
+
* { margin: 0; padding: 0; box-sizing: border-box; }
|
| 135 |
+
body { font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif; background: #0a0a0a; color: #e0e0e0; height: 100vh; display: flex; flex-direction: column; }
|
| 136 |
+
.header { padding: 16px 24px; border-bottom: 1px solid #222; background: #111; }
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| 137 |
+
.header h1 { font-size: 18px; color: #fff; }
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| 138 |
+
.header p { font-size: 12px; color: #666; margin-top: 4px; }
|
| 139 |
+
.chat { flex: 1; overflow-y: auto; padding: 24px; display: flex; flex-direction: column; gap: 16px; }
|
| 140 |
+
.msg { max-width: 80%; padding: 12px 16px; border-radius: 12px; line-height: 1.5; font-size: 14px; white-space: pre-wrap; }
|
| 141 |
+
.msg.user { align-self: flex-end; background: #1a3a5c; color: #e0e0e0; }
|
| 142 |
+
.msg.assistant { align-self: flex-start; background: #1a1a1a; border: 1px solid #333; }
|
| 143 |
+
.msg.assistant pre { background: #0d0d0d; padding: 8px; border-radius: 6px; overflow-x: auto; margin: 8px 0; }
|
| 144 |
+
.msg.assistant code { font-family: 'SF Mono', monospace; font-size: 13px; }
|
| 145 |
+
.input-area { padding: 16px 24px; border-top: 1px solid #222; background: #111; display: flex; gap: 12px; }
|
| 146 |
+
.input-area input { flex: 1; padding: 12px 16px; background: #1a1a1a; border: 1px solid #333; border-radius: 8px; color: #e0e0e0; font-size: 14px; outline: none; }
|
| 147 |
+
.input-area input:focus { border-color: #4a9eff; }
|
| 148 |
+
.input-area button { padding: 12px 24px; background: #4a9eff; color: #fff; border: none; border-radius: 8px; font-size: 14px; cursor: pointer; }
|
| 149 |
+
.input-area button:hover { background: #3a8eef; }
|
| 150 |
+
.input-area button:disabled { background: #333; cursor: not-allowed; }
|
| 151 |
+
.typing { color: #666; font-style: italic; }
|
| 152 |
+
</style>
|
| 153 |
+
</head>
|
| 154 |
+
<body>
|
| 155 |
+
<div class="header">
|
| 156 |
+
<h1>Shami's Deep Agent</h1>
|
| 157 |
+
<p>Groq / llama-3.3-70b-versatile · Research · Coding · Planning</p>
|
| 158 |
+
</div>
|
| 159 |
+
<div class="chat" id="chat">
|
| 160 |
+
<div class="msg assistant">Hey! I'm Shami's personal AI agent. Ask me anything β coding, research, planning, writing. Powered by Groq for fast responses.</div>
|
| 161 |
+
</div>
|
| 162 |
+
<div class="input-area">
|
| 163 |
+
<input type="text" id="input" placeholder="Ask anything..." autofocus />
|
| 164 |
+
<button id="send" onclick="sendMessage()">Send</button>
|
| 165 |
+
</div>
|
| 166 |
+
<script>
|
| 167 |
+
const chat = document.getElementById('chat');
|
| 168 |
+
const input = document.getElementById('input');
|
| 169 |
+
const sendBtn = document.getElementById('send');
|
| 170 |
+
const convId = 'web-' + Date.now();
|
| 171 |
+
|
| 172 |
+
input.addEventListener('keydown', (e) => { if (e.key === 'Enter' && !sendBtn.disabled) sendMessage(); });
|
| 173 |
+
|
| 174 |
+
async function sendMessage() {
|
| 175 |
+
const msg = input.value.trim();
|
| 176 |
+
if (!msg) return;
|
| 177 |
+
input.value = '';
|
| 178 |
+
sendBtn.disabled = true;
|
| 179 |
+
|
| 180 |
+
chat.innerHTML += `<div class="msg user">${escapeHtml(msg)}</div>`;
|
| 181 |
+
chat.innerHTML += `<div class="msg assistant typing" id="typing">Thinking...</div>`;
|
| 182 |
+
chat.scrollTop = chat.scrollHeight;
|
| 183 |
+
|
| 184 |
+
try {
|
| 185 |
+
const res = await fetch('/chat', {
|
| 186 |
+
method: 'POST',
|
| 187 |
+
headers: { 'Content-Type': 'application/json' },
|
| 188 |
+
body: JSON.stringify({ message: msg, conversation_id: convId })
|
| 189 |
+
});
|
| 190 |
+
const data = await res.json();
|
| 191 |
+
document.getElementById('typing')?.remove();
|
| 192 |
+
chat.innerHTML += `<div class="msg assistant">${formatMarkdown(data.reply)}</div>`;
|
| 193 |
+
} catch (e) {
|
| 194 |
+
document.getElementById('typing')?.remove();
|
| 195 |
+
chat.innerHTML += `<div class="msg assistant">Error: ${e.message}</div>`;
|
| 196 |
+
}
|
| 197 |
+
chat.scrollTop = chat.scrollHeight;
|
| 198 |
+
sendBtn.disabled = false;
|
| 199 |
+
input.focus();
|
| 200 |
+
}
|
| 201 |
+
|
| 202 |
+
function escapeHtml(s) { return s.replace(/&/g,'&').replace(/</g,'<').replace(/>/g,'>'); }
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| 203 |
+
function formatMarkdown(s) {
|
| 204 |
+
return escapeHtml(s)
|
| 205 |
+
.replace(/```(\\w+)?\\n([\\s\\S]*?)```/g, '<pre><code>$2</code></pre>')
|
| 206 |
+
.replace(/`([^`]+)`/g, '<code>$1</code>')
|
| 207 |
+
.replace(/\\*\\*([^*]+)\\*\\*/g, '<strong>$1</strong>')
|
| 208 |
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.replace(/\\n/g, '<br>');
|
| 209 |
+
}
|
| 210 |
+
</script>
|
| 211 |
+
</body>
|
| 212 |
+
</html>
|
| 213 |
+
"""
|
| 214 |
+
|
| 215 |
+
|
| 216 |
+
@app.post("/chat", response_model=ChatResponse)
|
| 217 |
+
async def chat_endpoint(req: ChatRequest):
|
| 218 |
+
reply = await chat_with_groq(req.message, req.conversation_id)
|
| 219 |
+
return ChatResponse(
|
| 220 |
+
reply=reply,
|
| 221 |
+
conversation_id=req.conversation_id,
|
| 222 |
+
timestamp=datetime.now().isoformat(),
|
| 223 |
+
)
|
| 224 |
+
|
| 225 |
+
|
| 226 |
+
@app.get("/health")
|
| 227 |
+
async def health():
|
| 228 |
+
return {
|
| 229 |
+
"status": "ok",
|
| 230 |
+
"mode": "deep_agents" if AGENT else "groq_direct",
|
| 231 |
+
"model": "groq/llama-3.3-70b-versatile",
|
| 232 |
+
"timestamp": datetime.now().isoformat(),
|
| 233 |
+
}
|
| 234 |
+
|
| 235 |
+
|
| 236 |
+
@app.get("/api/models")
|
| 237 |
+
async def list_models():
|
| 238 |
+
return {"models": ["groq/llama-3.3-70b-versatile"]}
|
| 239 |
+
|
| 240 |
+
|
| 241 |
+
if __name__ == "__main__":
|
| 242 |
+
import uvicorn
|
| 243 |
+
uvicorn.run(app, host="0.0.0.0", port=7860)
|