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from contextlib import asynccontextmanager | |
import json | |
from typing import Optional | |
from duckduckgo_search import DDGS | |
from duckduckgo_search.exceptions import RatelimitException | |
import expiringdict | |
from fastapi import FastAPI | |
from pydantic import BaseModel, Field | |
from playwright.async_api import async_playwright, Browser, BrowserContext, Page | |
from urllib.parse import quote_plus | |
import logging | |
import re | |
import uvicorn | |
from backends import APISearchResults, APIPatentResults, query_bing_search, query_brave_search, query_ddg_search, query_google_patents | |
logging.basicConfig(level=logging.INFO) | |
# playwright global context | |
playwright = None | |
pw_browser: Optional[Browser] = None | |
async def api_lifespan(app: FastAPI): | |
global playwright, pw_browser | |
playwright = await async_playwright().start() | |
pw_browser = await playwright.chromium.launch(headless=True) | |
yield | |
await pw_browser.close() | |
await playwright.stop() | |
app = FastAPI(lifespan=api_lifespan) | |
backend_status = expiringdict.ExpiringDict(max_len=5, max_age_seconds=15*60) | |
class APISearchParams(BaseModel): | |
queries: list[str] = Field(..., | |
description="The list of queries to search for") | |
n_results: int = Field( | |
10, description="Number of results to return for each query. Valid values are 10, 25, 50 and 100") | |
async def query_google_scholar(params: APISearchParams): | |
"""Queries google scholar for the specified query""" | |
return {"error": "Unimplemented"} | |
async def status(): | |
backend_keys = [k[0] for k in backend_status.items()] | |
backend_status_dict = {} | |
for k in backend_keys: | |
backend_status_dict[k] = backend_status.get(k) | |
return {"status": "running", "backend_status": backend_status_dict} | |
async def search_patents(params: APISearchParams) -> APIPatentResults: | |
"""Searches google patents for the specified queries and returns the found documents.""" | |
results = [] | |
for q in params.queries: | |
logging.info(f"Searching Google Patents with query `{q}`") | |
try: | |
res = await query_google_patents(pw_browser, q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
backend_status["gpatents"] = "rate-limited" | |
logging.error( | |
f"Failed to query Google Patents with query `{q}`: {e}") | |
return APIPatentResults(results=results, error=None) | |
async def search_brave(params: APISearchParams) -> APISearchResults: | |
"""Searches brave search for the specified queries and returns the found documents.""" | |
results = [] | |
last_exception: Optional[Exception] = None | |
for q in params.queries: | |
logging.info(f"Searching Brave search with query `{q}`") | |
try: | |
res = await query_brave_search(pw_browser, q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
last_exception = e | |
backend_status["brave"] = "rate-limited" | |
logging.error( | |
f"Failed to query Brave search with query `{q}`: {e}") | |
return APISearchResults(results=results, error=str(last_exception) if len(results) == 0 and last_exception else None) | |
async def search_bing(params: APISearchParams) -> APISearchResults: | |
"""Searches Bing search for the specified queries and returns the found documents.""" | |
results = [] | |
last_exception: Optional[Exception] = None | |
for q in params.queries: | |
logging.info(f"Searching Bing search with query `{q}`") | |
try: | |
res = await query_brave_search(pw_browser, q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
last_exception = e | |
backend_status["bing"] = "rate-limited" | |
logging.error( | |
f"Failed to query Bing search with query `{q}`: {e}") | |
return APISearchResults(results=results, error=str(last_exception) if len(results) == 0 and last_exception else None) | |
async def search_duck(params: APISearchParams) -> APISearchResults: | |
"""Searches duckduckgo for the specified queries and returns the found documents""" | |
results = [] | |
last_exception: Optional[Exception] = None | |
for q in params.queries: | |
logging.info(f"Querying DDG with query: `{q}`") | |
try: | |
res = await query_ddg_search(q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
last_exception = e | |
backend_status["duckduckgo"] = "rate-limited" | |
logging.error(f"Failed to query DDG with query `{q}`: {e}") | |
return APISearchResults(results=results, error=str(last_exception) if len(results) == 0 and last_exception else None) | |
async def search(params: APISearchParams): | |
"""Attempts to search the specified queries using ALL backends""" | |
results = [] | |
for q in params.queries: | |
try: | |
logging.info(f"Querying DDG with query: `{q}`") | |
res = await query_ddg_search(q, params.n_results) | |
results.extend(res) | |
continue | |
except Exception as e: | |
logging.error(f"Failed to query DDG with query `{q}`: {e}") | |
logging.info("Trying with next browser backend.") | |
try: | |
logging.info(f"Querying Brave Search with query: `{q}`") | |
res = await query_brave_search(pw_browser, q, params.n_results) | |
results.extend(res) | |
continue | |
except Exception as e: | |
logging.error( | |
f"Failed to query Brave Search with query `{q}`: {e}") | |
logging.info("Trying with next browser backend.") | |
try: | |
logging.info(f"Querying Bing with query: `{q}`") | |
res = await query_bing_search(pw_browser, q, params.n_results) | |
results.extend(res) | |
continue | |
except Exception as e: | |
logging.error(f"Failed to query Bing search with query `{q}`: {e}") | |
logging.info("Trying with next browser backend.") | |
if len(results) == 0: | |
return APISearchResults(results=[], error="All backends are rate-limited.") | |
return APISearchResults(results=results, error=None) | |
uvicorn.run(app, host="0.0.0.0", port=7860) | |