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Add RAG MCP Server with Supabase vector search
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import os
import httpx
from dotenv import load_dotenv
load_dotenv()
class WebClient:
"""
Communicates with the Web Search MCP server.
"""
def __init__(self):
self.base_url = os.getenv("WEB_MCP_URL")
self.search_endpoint = f"{self.base_url}/search"
async def search(self, query: str):
"""
Sends the query to the Web Search server and returns search results.
"""
try:
async with httpx.AsyncClient() as client:
response = await client.post(
self.search_endpoint,
json={
"query": query
}
)
if response.status_code != 200:
return []
data = response.json()
return data.get("results", [])
except Exception as e:
print("Web Client Error:", e)
return []