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Runtime error
Runtime error
Update app.py
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app.py
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@@ -9,11 +9,33 @@ from embedding_utils import parallel_generate_embeddings, get_embedding
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# Load environment variables from .env file
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load_dotenv()
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def get_field_names(db_name: str, collection_name: str) -> list[str]:
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"""Get list of fields in the collection"""
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@@ -152,8 +174,29 @@ def vector_search(query_text: str, db_name: str, collection_name: str, embedding
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with gr.Blocks(title="MongoDB Vector Search Tool") as iface:
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gr.Markdown("# MongoDB Vector Search Tool")
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with gr.Tab("Generate Embeddings"):
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with gr.Row():
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# Load environment variables from .env file
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load_dotenv()
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def check_credentials() -> tuple[bool, str]:
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"""Check if required credentials are set and valid"""
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atlas_uri = os.getenv("ATLAS_URI")
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openai_key = os.getenv("OPENAI_API_KEY")
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if not atlas_uri:
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return False, """Please set up your MongoDB Atlas credentials:
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1. Go to Settings tab
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2. Add ATLAS_URI as a Repository Secret
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3. Paste your MongoDB connection string (should start with 'mongodb+srv://')"""
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if not openai_key:
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return False, """Please set up your OpenAI API key:
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1. Go to Settings tab
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2. Add OPENAI_API_KEY as a Repository Secret
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3. Paste your OpenAI API key"""
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return True, ""
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def init_clients():
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"""Initialize OpenAI and MongoDB clients"""
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try:
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openai_client = OpenAI()
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db_utils = DatabaseUtils()
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return openai_client, db_utils
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except Exception as e:
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return None, None
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def get_field_names(db_name: str, collection_name: str) -> list[str]:
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"""Get list of fields in the collection"""
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with gr.Blocks(title="MongoDB Vector Search Tool") as iface:
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gr.Markdown("# MongoDB Vector Search Tool")
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# Check credentials first
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has_creds, cred_message = check_credentials()
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if not has_creds:
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gr.Markdown(f"""
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## ⚠️ Setup Required
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{cred_message}
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After setting up credentials, refresh this page.
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""")
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else:
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# Initialize clients
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openai_client, db_utils = init_clients()
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if not openai_client or not db_utils:
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gr.Markdown("""
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## ⚠️ Connection Error
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Failed to connect to MongoDB Atlas or OpenAI. Please check your credentials and try again.
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""")
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else:
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# Get available databases
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try:
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databases = db_utils.get_databases()
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with gr.Tab("Generate Embeddings"):
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with gr.Row():
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