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ragflow/rag/utils/web_search_conn.py

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#
# Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import logging
from typing import Protocol
from rag.utils.querit_conn import Querit
from rag.utils.serply_conn import Serply
from rag.utils.tavily_conn import Tavily
from rag.utils.youcom_conn import YouCom
WEB_SEARCH_PROVIDER_TAVILY = "tavily"
WEB_SEARCH_PROVIDER_QUERIT = "querit"
WEB_SEARCH_PROVIDER_SERPLY = "serply"
WEB_SEARCH_PROVIDER_YOUCOM = "youcom"
# You.com serves a keyless endpoint, so it is usable with no credentials at all.
# Every other provider here requires a key before it can be selected.
KEYLESS_WEB_SEARCH_PROVIDERS = frozenset({WEB_SEARCH_PROVIDER_YOUCOM})
logger = logging.getLogger(__name__)
class WebSearchProvider(Protocol):
def retrieve_chunks(self, question: str) -> dict[str, list]:
"""Return web results in RAGFlow's chunk and document aggregate shape."""
def _get_api_key(prompt_config: dict, field: str) -> str:
api_key = prompt_config.get(field)
return api_key.strip() if isinstance(api_key, str) else ""
def has_web_search_provider(prompt_config: dict | None) -> bool:
if not prompt_config:
return False
provider = prompt_config.get("web_search_provider", WEB_SEARCH_PROVIDER_TAVILY)
if provider in KEYLESS_WEB_SEARCH_PROVIDERS:
return True
if provider == WEB_SEARCH_PROVIDER_TAVILY:
return bool(_get_api_key(prompt_config, "tavily_api_key"))
if provider == WEB_SEARCH_PROVIDER_QUERIT:
return bool(_get_api_key(prompt_config, "querit_api_key"))
if provider == WEB_SEARCH_PROVIDER_SERPLY:
return bool(_get_api_key(prompt_config, "serply_api_key"))
return False
def create_web_search_provider(prompt_config: dict | None) -> WebSearchProvider | None:
if not prompt_config:
logger.debug("Web search provider resolution: provider=none status=disabled")
return None
provider = prompt_config.get("web_search_provider", WEB_SEARCH_PROVIDER_TAVILY)
if provider not in (
WEB_SEARCH_PROVIDER_TAVILY,
WEB_SEARCH_PROVIDER_QUERIT,
WEB_SEARCH_PROVIDER_SERPLY,
WEB_SEARCH_PROVIDER_YOUCOM,
):
logger.debug("Web search provider resolution: provider=%s status=invalid", provider)
return None
if not has_web_search_provider(prompt_config):
logger.debug("Web search provider resolution: provider=%s status=disabled", provider)
return None
logger.debug("Web search provider resolution: provider=%s status=resolved", provider)
if provider == WEB_SEARCH_PROVIDER_QUERIT:
return Querit(_get_api_key(prompt_config, "querit_api_key"))
if provider == WEB_SEARCH_PROVIDER_SERPLY:
return Serply(_get_api_key(prompt_config, "serply_api_key"))
if provider == WEB_SEARCH_PROVIDER_YOUCOM:
# The key is optional: an empty one selects the keyless endpoint.
return YouCom(_get_api_key(prompt_config, "youcom_api_key"))
return Tavily(_get_api_key(prompt_config, "tavily_api_key"))