google credentials
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@@ -1,4 +1,12 @@
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# Google Cloud Authentication - Choose ONE of the following methods:
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# Option 1: Local development - Path to JSON credentials file
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GOOGLE_APPLICATION_CREDENTIALS=credentials.json
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# Option 2: Production - JSON content as string (useful for serverless platforms like Vercel)
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# Paste the entire JSON content of your service account key here
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# GOOGLE_CREDENTIALS_JSON={"type":"service_account","project_id":"..."}
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PORT=8000
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HOST=0.0.0.0
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BASIC_AUTH_USERNAME=admin
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42
lib.py
42
lib.py
@@ -5,9 +5,12 @@ with Vertex AI RAG (Retrieval-Augmented Generation) support.
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"""
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import asyncio
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import json
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import os
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import threading
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from google import genai
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from google.genai import types
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from google.oauth2 import service_account
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from dotenv import load_dotenv
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from llm_config import generate_content_config
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@@ -16,6 +19,39 @@ from llm_config import generate_content_config
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load_dotenv()
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def get_credentials():
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"""Get Google Cloud credentials from environment.
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Supports two methods:
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1. GOOGLE_CREDENTIALS_JSON: Direct JSON content as string (production)
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2. GOOGLE_APPLICATION_CREDENTIALS: Path to JSON file (local development)
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Returns:
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service_account.Credentials: The loaded credentials
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"""
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# Try to load credentials from JSON content directly
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credentials_json = os.getenv("GOOGLE_CREDENTIALS_JSON")
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if credentials_json:
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try:
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credentials_info = json.loads(credentials_json)
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return service_account.Credentials.from_service_account_info(
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credentials_info
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)
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except json.JSONDecodeError as e:
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raise ValueError(f"Invalid JSON in GOOGLE_CREDENTIALS_JSON: {e}")
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# Fall back to file-based credentials (standard behavior)
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credentials_path = os.getenv("GOOGLE_APPLICATION_CREDENTIALS")
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if credentials_path and os.path.exists(credentials_path):
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return service_account.Credentials.from_service_account_file(
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credentials_path
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)
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# If neither is provided, return None to let the client use default credentials
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# (useful when running on Google Cloud with service account attached)
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return None
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# Gemini model name
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GEMINI_MODEL: str = "gemini-3-pro-preview"
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@@ -42,10 +78,12 @@ async def generate(prompt: str):
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def run_streaming():
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"""Run the synchronous streaming in a separate thread."""
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try:
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client = genai.Client(vertexai=True)
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credentials = get_credentials()
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client = genai.Client(vertexai=True, credentials=credentials)
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contents = [
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types.Content(role="user", parts=[types.Part.from_text(text=prompt)]),
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types.Content(role="user", parts=[
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types.Part.from_text(text=prompt)]),
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]
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for chunk in client.models.generate_content_stream(
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