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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,
format='[%(asctime)s][%(levelname)s][%(filename)s:%(lineno)d]: %(message)s',
datefmt='%Y-%m-%d %H:%M:%S'
)
# playwright global context
playwright = None
pw_browser: Optional[Browser] = None
@asynccontextmanager
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")
@app.post("/search_scholar")
async def query_google_scholar(params: APISearchParams):
"""Queries google scholar for the specified query"""
return {"error": "Unimplemented"}
@app.get('/')
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}
@app.post("/search_patents")
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)
@app.post("/search_brave")
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)
@app.post("/search_bing")
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)
@app.post("/search_duck")
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)
@app.post("/search")
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)
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