File size: 7,587 Bytes
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import json
import os
import time
from typing import Any
from urllib.parse import urlparse
import requests
from fastapi import FastAPI, Request
from fastapi.responses import JSONResponse
app = FastAPI()
MODAL_ENDPOINT = os.environ["MODAL_ENDPOINT"]
MODAL_KEY = os.environ.get("MODAL_KEY", "")
MODAL_SECRET = os.environ.get("MODAL_SECRET", "")
WEBHOOK_SECRET = os.environ.get("WEBHOOK_SECRET", "")
MAX_TOOL_ROUNDS = int(os.environ.get("MAX_TOOL_ROUNDS", "5"))
SESSION_TTL = int(os.environ.get("SESSION_TTL", "3600"))
MAX_SESSIONS = int(os.environ.get("MAX_SESSIONS", "1000"))
MAX_HISTORY = int(os.environ.get("MAX_HISTORY", "50"))
sessions: dict[int, list[dict]] = {}
session_timestamps: dict[int, float] = {}
SYSTEM_PROMPT = """You are a helpful AI assistant with access to tools. Use them when needed to answer questions accurately.
Available tools:
- web_search: Search the web for information
- web_fetch: Fetch content from a URL
- browser_navigate: Navigate to a URL and return page content
When you need to use a tool, output a JSON tool call in this format:
{"tool": "tool_name", "args": {"arg1": "value1"}}
After receiving tool results, continue reasoning and provide a final answer.
When you have enough information, provide your final answer directly without tool calls."""
BLOCKED_HOSTS = {
"169.254.169.254",
"metadata.google.internal",
"100.100.100.200",
"localhost",
"127.0.0.1",
"0.0.0.0",
}
def _is_safe_url(url: str) -> bool:
try:
parsed = urlparse(url)
if parsed.scheme not in ("http", "https"):
return False
hostname = parsed.hostname or ""
if hostname in BLOCKED_HOSTS:
return False
if hostname.startswith("10.") or hostname.startswith("172."):
parts = hostname.split(".")
if len(parts) == 4:
try:
if parts[0] == "172" and 16 <= int(parts[1]) <= 31:
return False
if parts[0] == "10":
return False
except ValueError:
pass
if hostname.startswith("192.168."):
return False
if hostname.startswith("fc") or hostname.startswith("fd"):
return False
return True
except Exception:
return False
def _strip_code_fences(text: str) -> str:
stripped = text.strip()
if stripped.startswith("```"):
first_newline = stripped.index("\n") if "\n" in stripped else len(stripped)
stripped = stripped[first_newline + 1 :]
if stripped.endswith("```"):
stripped = stripped[:-3]
return stripped.strip()
def execute_tool(name: str, args: dict[str, Any]) -> str:
if name == "web_search":
return _web_search(args.get("query", ""))
elif name == "web_fetch":
return _web_fetch(args.get("url", ""))
elif name == "browser_navigate":
return _browser_navigate(args.get("url", ""))
return f"Unknown tool: {name}"
def _web_search(query: str) -> str:
try:
resp = requests.get(
"https://api.duckduckgo.com/",
params={"q": query, "format": "json"},
timeout=10,
)
data = resp.json()
results = []
for r in data.get("RelatedTopics", [])[:5]:
if isinstance(r, dict) and "Text" in r:
results.append(r["Text"])
return "\n".join(results) if results else "No results found"
except Exception:
return "Search error"
def _web_fetch(url: str) -> str:
if not _is_safe_url(url):
return "Error: URL not allowed"
try:
resp = requests.get(url, timeout=15, headers={"User-Agent": "Mozilla/5.0"})
return resp.text[:5000]
except Exception:
return "Fetch error"
def _browser_navigate(url: str) -> str:
if not _is_safe_url(url):
return "Error: URL not allowed"
try:
from playwright.sync_api import sync_playwright
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page()
page.goto(url, timeout=30000, wait_until="domcontentloaded")
content = page.content()
browser.close()
return content[:5000]
except Exception:
return "Browser error"
def _cleanup_sessions():
now = time.time()
expired = [cid for cid, ts in session_timestamps.items() if now - ts > SESSION_TTL]
for cid in expired:
sessions.pop(cid, None)
session_timestamps.pop(cid, None)
def get_session(chat_id: int) -> list[dict]:
_cleanup_sessions()
if len(sessions) >= MAX_SESSIONS and chat_id not in sessions:
oldest = min(session_timestamps, key=session_timestamps.get)
sessions.pop(oldest, None)
session_timestamps.pop(oldest, None)
session_timestamps[chat_id] = time.time()
return sessions.setdefault(chat_id, [])
def call_modal(messages: list[dict]) -> str:
headers = {"Content-Type": "application/json"}
if MODAL_KEY:
headers["Modal-Key"] = MODAL_KEY
headers["Modal-Secret"] = MODAL_SECRET
resp = requests.post(
MODAL_ENDPOINT,
headers=headers,
json={
"model": "llm",
"messages": messages,
"max_tokens": 4096,
},
timeout=300,
)
resp.raise_for_status()
return resp.json()["choices"][0]["message"]["content"]
def agentic_loop(chat_id: int, user_message: str) -> str:
history = get_session(chat_id)
history.append({"role": "user", "content": user_message})
if len(history) > MAX_HISTORY:
history[:] = history[-MAX_HISTORY:]
messages = [{"role": "system", "content": SYSTEM_PROMPT}] + history
for _ in range(MAX_TOOL_ROUNDS):
content = call_modal(messages)
cleaned = _strip_code_fences(content)
try:
parsed = json.loads(cleaned)
if isinstance(parsed, dict) and "tool" in parsed:
tool_name = parsed["tool"]
tool_args = parsed.get("args", {})
result = execute_tool(tool_name, tool_args)
messages.append({"role": "assistant", "content": content})
messages.append(
{"role": "tool", "content": result[:3000], "name": tool_name}
)
continue
except (json.JSONDecodeError, TypeError):
pass
history.append({"role": "assistant", "content": content})
return content
history.append({"role": "assistant", "content": "Max tool rounds reached."})
return "Max tool rounds reached."
def _handle_webhook(data: dict) -> dict:
chat_id = data.get("chat_id")
message = data.get("message")
if not chat_id or not message:
return {"error": "chat_id and message required"}
try:
response = agentic_loop(chat_id, message)
return {"response": response}
except Exception:
return {"error": "Internal error"}
@app.post("/webhook")
async def webhook(request: Request):
if WEBHOOK_SECRET:
auth = request.headers.get("Authorization", "")
if auth != f"Bearer {WEBHOOK_SECRET}":
return JSONResponse({"error": "Unauthorized"}, status_code=401)
data = await request.json()
result = await asyncio.to_thread(_handle_webhook, data)
if "error" in result:
return JSONResponse(result, status_code=500)
return result
@app.get("/health")
async def health():
return {"status": "ok"}
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