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3.4 KiB
3.4 KiB
title, id, description, slug
| title | id | description | slug |
|---|---|---|---|
| SearchApi | integrations-searchapi | SearchApi integration for Haystack | /integrations-searchapi |
haystack_integrations.components.websearch.searchapi.websearch
SearchApiWebSearch
Uses SearchApi to search the web for relevant documents.
Usage example:
from haystack.utils import Secret
from haystack_integrations.components.websearch.searchapi import SearchApiWebSearch
websearch = SearchApiWebSearch(top_k=10, api_key=Secret.from_env_var("SEARCHAPI_API_KEY"))
results = websearch.run(query="Who is the boyfriend of Olivia Wilde?")
assert results["documents"]
assert results["links"]
init
__init__(
api_key: Secret = Secret.from_env_var("SEARCHAPI_API_KEY"),
top_k: int | None = 10,
allowed_domains: list[str] | None = None,
search_params: dict[str, Any] | None = None,
) -> None
Initialize the SearchApiWebSearch component.
Parameters:
- api_key (
Secret) – API key for the SearchApi API - top_k (
int | None) – Number of documents to return. - allowed_domains (
list[str] | None) – List of domains to limit the search to. - search_params (
dict[str, Any] | None) – Additional parameters passed to the SearchApi API. For example, you can set 'num' to 100 to increase the number of search results. See the SearchApi website for more details.
The default search engine is Google, however, users can change it by setting the engine
parameter in the search_params.
to_dict
to_dict() -> dict[str, Any]
Serializes the component to a dictionary.
Returns:
dict[str, Any]– Dictionary with serialized data.
from_dict
from_dict(data: dict[str, Any]) -> SearchApiWebSearch
Deserializes the component from a dictionary.
Parameters:
- data (
dict[str, Any]) – The dictionary to deserialize from.
Returns:
SearchApiWebSearch– The deserialized component.
run
run(query: str) -> dict[str, list[Document] | list[str]]
Uses SearchApi to search the web.
Parameters:
- query (
str) – Search query.
Returns:
dict[str, list[Document] | list[str]]– A dictionary with the following keys:- "documents": List of documents returned by the search engine.
- "links": List of links returned by the search engine.
Raises:
TimeoutError– If the request to the SearchApi API times out.SearchApiError– If an error occurs while querying the SearchApi API.
run_async
run_async(query: str) -> dict[str, list[Document] | list[str]]
Asynchronously uses SearchApi to search the web.
This is the asynchronous version of the run method with the same parameters and return values.
Parameters:
- query (
str) – Search query.
Returns:
dict[str, list[Document] | list[str]]– A dictionary with the following keys:- "documents": List of documents returned by the search engine.
- "links": List of links returned by the search engine.
Raises:
TimeoutError– If the request to the SearchApi API times out.SearchApiError– If an error occurs while querying the SearchApi API.