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Integrated SearXNG search as built-in tool (#3363)
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Co-authored-by: crazywoola <427733928@qq.com>
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junytang and crazywoola authored Apr 12, 2024
1 parent b90bc6c commit e76693c
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1 change: 1 addition & 0 deletions api/core/tools/provider/_position.yaml
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- google
- bing
- duckduckgo
- searxng
- dalle
- azuredalle
- wikipedia
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56 changes: 56 additions & 0 deletions api/core/tools/provider/builtin/searxng/_assets/icon.svg
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25 changes: 25 additions & 0 deletions api/core/tools/provider/builtin/searxng/searxng.py
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from typing import Any

from core.tools.errors import ToolProviderCredentialValidationError
from core.tools.provider.builtin.searxng.tools.searxng_search import SearXNGSearchTool
from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController


class SearXNGProvider(BuiltinToolProviderController):
def _validate_credentials(self, credentials: dict[str, Any]) -> None:
try:
SearXNGSearchTool().fork_tool_runtime(
meta={
"credentials": credentials,
}
).invoke(
user_id='',
tool_parameters={
"query": "SearXNG",
"limit": 1,
"search_type": "page",
"result_type": "link"
},
)
except Exception as e:
raise ToolProviderCredentialValidationError(str(e))
24 changes: 24 additions & 0 deletions api/core/tools/provider/builtin/searxng/searxng.yaml
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identity:
author: Junytang
name: searxng
label:
en_US: SearXNG
zh_Hans: SearXNG
description:
en_US: A free internet metasearch engine.
zh_Hans: 开源互联网元搜索引擎
icon: icon.svg
credentials_for_provider:
searxng_base_url:
type: secret-input
required: true
label:
en_US: SearXNG base URL
zh_Hans: SearXNG base URL
help:
en_US: Please input your SearXNG base URL
zh_Hans: 请输入您的 SearXNG base URL
placeholder:
en_US: Please input your SearXNG base URL
zh_Hans: 请输入您的 SearXNG base URL
url: https://docs.dify.ai/tutorials/tool-configuration/searxng
124 changes: 124 additions & 0 deletions api/core/tools/provider/builtin/searxng/tools/searxng_search.py
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import json
from typing import Any

import requests

from core.tools.entities.tool_entities import ToolInvokeMessage
from core.tools.tool.builtin_tool import BuiltinTool


class SearXNGSearchResults(dict):
"""Wrapper for search results."""

def __init__(self, data: str):
super().__init__(json.loads(data))
self.__dict__ = self

@property
def results(self) -> Any:
return self.get("results", [])


class SearXNGSearchTool(BuiltinTool):
"""
Tool for performing a search using SearXNG engine.
"""

SEARCH_TYPE = {
"page": "general",
"news": "news",
"image": "images",
# "video": "videos",
# "file": "files"
}
LINK_FILED = {
"page": "url",
"news": "url",
"image": "img_src",
# "video": "iframe_src",
# "file": "magnetlink"
}
TEXT_FILED = {
"page": "content",
"news": "content",
"image": "img_src",
# "video": "iframe_src",
# "file": "magnetlink"
}

def _invoke_query(self, user_id: str, host: str, query: str, search_type: str, result_type: str, topK: int = 5) -> list[dict]:
"""Run query and return the results."""

search_type = search_type.lower()
if search_type not in self.SEARCH_TYPE.keys():
search_type= "page"

response = requests.get(host, params={
"q": query,
"format": "json",
"categories": self.SEARCH_TYPE[search_type]
})

if response.status_code != 200:
raise Exception(f'Error {response.status_code}: {response.text}')

search_results = SearXNGSearchResults(response.text).results[:topK]

if result_type == 'link':
results = []
if search_type == "page" or search_type == "news":
for r in search_results:
results.append(self.create_text_message(
text=f'{r["title"]}: {r.get(self.LINK_FILED[search_type], "")}'
))
elif search_type == "image":
for r in search_results:
results.append(self.create_image_message(
image=r.get(self.LINK_FILED[search_type], "")
))
else:
for r in search_results:
results.append(self.create_link_message(
link=r.get(self.LINK_FILED[search_type], "")
))

return results
else:
text = ''
for i, r in enumerate(search_results):
text += f'{i+1}: {r["title"]} - {r.get(self.TEXT_FILED[search_type], "")}\n'

return self.create_text_message(text=self.summary(user_id=user_id, content=text))


def _invoke(self, user_id: str, tool_parameters: dict[str, Any]) -> ToolInvokeMessage | list[ToolInvokeMessage]:
"""
Invoke the SearXNG search tool.
Args:
user_id (str): The ID of the user invoking the tool.
tool_parameters (dict[str, Any]): The parameters for the tool invocation.
Returns:
ToolInvokeMessage | list[ToolInvokeMessage]: The result of the tool invocation.
"""

host = self.runtime.credentials.get('searxng_base_url', None)
if not host:
raise Exception('SearXNG api is required')

query = tool_parameters.get('query', None)
if not query:
return self.create_text_message('Please input query')

num_results = min(tool_parameters.get('num_results', 5), 20)
search_type = tool_parameters.get('search_type', 'page') or 'page'
result_type = tool_parameters.get('result_type', 'text') or 'text'

return self._invoke_query(
user_id=user_id,
host=host,
query=query,
search_type=search_type,
result_type=result_type,
topK=num_results)
89 changes: 89 additions & 0 deletions api/core/tools/provider/builtin/searxng/tools/searxng_search.yaml
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identity:
name: searxng_search
author: Tice
label:
en_US: SearXNG Search
zh_Hans: SearXNG 搜索
description:
human:
en_US: Perform searches on SearXNG and get results.
zh_Hans: 在 SearXNG 上进行搜索并获取结果。
llm: Perform searches on SearXNG and get results.
parameters:
- name: query
type: string
required: true
label:
en_US: Query string
zh_Hans: 查询语句
human_description:
en_US: The search query.
zh_Hans: 搜索查询语句。
llm_description: Key words for searching
form: llm
- name: search_type
type: select
required: true
label:
en_US: search type
zh_Hans: 搜索类型
pt_BR: search type
human_description:
en_US: search type for page, news or image.
zh_Hans: 选择搜索的类型:网页,新闻,图片。
pt_BR: search type for page, news or image.
default: Page
options:
- value: Page
label:
en_US: Page
zh_Hans: 网页
pt_BR: Page
- value: News
label:
en_US: News
zh_Hans: 新闻
pt_BR: News
- value: Image
label:
en_US: Image
zh_Hans: 图片
pt_BR: Image
form: form
- name: num_results
type: number
required: true
label:
en_US: Number of query results
zh_Hans: 返回查询数量
human_description:
en_US: The number of query results.
zh_Hans: 返回查询结果的数量。
form: form
default: 5
min: 1
max: 20
- name: result_type
type: select
required: true
label:
en_US: result type
zh_Hans: 结果类型
pt_BR: result type
human_description:
en_US: return a list of links or texts.
zh_Hans: 返回一个连接列表还是纯文本内容。
pt_BR: return a list of links or texts.
default: text
options:
- value: link
label:
en_US: Link
zh_Hans: 链接
pt_BR: Link
- value: text
label:
en_US: Text
zh_Hans: 文本
pt_BR: Text
form: form

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