openweb / web_agent_runner.py
Leon4gr45's picture
Upload folder using huggingface_hub (part 3)
c52954a verified
Raw
History Blame Contribute Delete
5.43 kB
import asyncio
import json
import logging
from datetime import datetime
from typing import AsyncGenerator, List, Dict, Any, Tuple
from pinchtab_browser import PinchTabBrowser
from web_agent_config import WEB_AGENT_SYSTEM_PROMPT, WEB_TOOL_CONTENT
import shared_utils
import app # Still needed for generate_response and MAX_NEW_TOKENS for now
logger = logging.getLogger(__name__)
async def run_web_agent_streaming(
goal: str,
max_rounds: int = 15,
inference_mode: str = "Auto (local + cloud backup)"
) -> AsyncGenerator[str, None]:
mode = app._INFERENCE_MODE_MAP.get(inference_mode, "auto")
browser = PinchTabBrowser()
html_parts = [shared_utils.render_user_message(goal)]
yield ''.join(html_parts)
system_prompt = WEB_AGENT_SYSTEM_PROMPT.format(current_date=datetime.now().strftime('%Y-%m-%d'))
messages = [
{"role": "system", "content": system_prompt},
{"role": "user", "content": goal}
]
tools = WEB_TOOL_CONTENT
context_budget = await app.get_context_budget(mode)
try:
for round_num in range(1, max_rounds + 1):
html_parts.append(shared_utils.render_round_badge(round_num, max_rounds))
yield ''.join(html_parts)
# Context management
if shared_utils.estimate_tokens(messages) > context_budget:
messages = shared_utils.compress_messages(messages, keep_last_rounds=3)
html_parts.append('<div class="thinking-streaming">Processing...</div>')
yield ''.join(html_parts)
try:
api_result = await app.generate_response(messages, tools, max_new_tokens=app.MAX_NEW_TOKENS, mode=mode)
html_parts.pop() # Remove placeholder
except Exception as e:
html_parts.pop()
html_parts.append(f"<p style='color:#dc2626;'>Generation Error: {str(e)}</p>")
yield ''.join(html_parts)
return
generated = api_result["content"]
reasoning, content = shared_utils.extract_thinking(generated)
tool_call, clean_content = shared_utils.parse_tool_call(content)
if reasoning:
html_parts.append(shared_utils.render_thinking_collapsed(reasoning))
yield ''.join(html_parts)
if tool_call:
fn_name = tool_call.get("name", "unknown")
args = tool_call.get("arguments", {})
html_parts.append(shared_utils.render_tool_call(fn_name, args))
yield ''.join(html_parts)
if clean_content.strip() and not tool_call:
html_parts.append(f'<div class="answer-section">{clean_content}</div>')
yield ''.join(html_parts)
messages.append({
"role": "assistant",
"content": clean_content if tool_call is None else "",
"reasoning_content": reasoning,
"tool_calls": [{
"id": str(round_num),
"type": "function",
"function": {
"name": tool_call.get("name", ""),
"arguments": tool_call.get("arguments", {})
}
}] if tool_call else None
})
if tool_call:
fn_name = tool_call.get("name", "")
actual_fn = fn_name.split(".", 1)[1] if "." in fn_name else fn_name
args = tool_call.get("arguments", {})
result = ""
try:
if actual_fn == "navigate":
res = await browser.navigate(args.get("url"))
result = json.dumps(res, indent=2)
elif actual_fn == "snapshot":
res = await browser.snapshot(args.get("filter", "interactive"))
result = json.dumps(res, indent=2)
elif actual_fn == "click":
res = await browser.action("click", ref=args.get("ref"))
result = json.dumps(res, indent=2)
elif actual_fn == "type":
res = await browser.action("type", ref=args.get("ref"), text=args.get("text"))
result = json.dumps(res, indent=2)
elif actual_fn == "press":
res = await browser.action("press", key=args.get("key"))
result = json.dumps(res, indent=2)
elif actual_fn == "get_text":
res = await browser.get_text()
result = json.dumps(res, indent=2)
else:
result = f"Unknown tool: {fn_name}"
except Exception as e:
result = f"Tool error: {str(e)}"
html_parts.append(shared_utils.render_tool_result(result, fn_name))
yield ''.join(html_parts)
messages.append({
"role": "tool",
"tool_call_id": str(round_num),
"content": result
})
continue
if shared_utils.is_final_answer(generated):
html_parts.append(shared_utils.render_completion())
yield ''.join(html_parts)
break
finally:
await browser.close()