웹 검색 기능으로 RAG 애플리케이션을 강화하세요!

<Linux>

sed -i "s|ultrasecretkey|$(openssl rand -hex 32)|g" searxng/settings.yml

<MacOS>
sed -i"" -e "s|ultrasecretkey|$(openssl rand -hex 32)|g" searxng/settings.yml 

<Windows>
$randomBytes = New-Object byte[] 32
(New-Object Security.Cryptography.RNGCryptoServiceProvider).GetBytes($randomBytes)
$secretKey = -join ($randomBytes | ForEach-Object { "{0:x2}" -f $_ })
(Get-Content searxng/settings.yml) -replace 'ultrasecretkey', $secretKey | Set-Content searxng/settings.yml

use_default_settings: true
server:
  # base_url is defined in the SEARXNG_BASE_URL environment variable, see .env and docker-compose.yml
  secret_key: "<secret-key>"  # change this!
  limiter: false
  image_proxy: true
ui:
  static_use_hash: true
redis:
  url: redis://redis:6379/0

search:
    formats:
        - html
        - json

python3 -m venv .venv
source .venv/bin/activate

pip install langchain langchain-community

## Simple Get Results
from langchain_community.utilities import SearxSearchWrapper
import pprint

s = SearxSearchWrapper(searx_host="http://localhost:8080",)
result = s.results("What is RAG?", num_results=10, engines=["google"])
pprint.pprint(result)

## Github Tool

from langchain_community.tools.searx_search.tool import SearxSearchResults

wrapper = SearxSearchWrapper(searx_host="**")
github_tool = SearxSearchResults(name="Github", wrapper=wrapper,
                            kwargs = {
                                "engines": ["github"],
                                })