Added support for connecting to self hosted weaviate deployments using connect_to_custom replacing connect_to_local, which is better suited for cases where HTTP and GRPC are hosted on different ingresses. (#20620)
Co-authored-by: Tim Baek <tim@openwebui.com> Co-authored-by: joaoback <156559121+joaoback@users.noreply.github.com> Co-authored-by: rohithshenoyg@gmail.com <rohithshenoyg@gmail.com>
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@@ -2246,9 +2246,13 @@ ENABLE_QDRANT_MULTITENANCY_MODE = (
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QDRANT_COLLECTION_PREFIX = os.environ.get("QDRANT_COLLECTION_PREFIX", "open-webui")
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WEAVIATE_HTTP_HOST = os.environ.get("WEAVIATE_HTTP_HOST", "")
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WEAVIATE_GRPC_HOST = os.environ.get("WEAVIATE_GRPC_HOST", "")
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WEAVIATE_HTTP_PORT = int(os.environ.get("WEAVIATE_HTTP_PORT", "8080"))
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WEAVIATE_GRPC_PORT = int(os.environ.get("WEAVIATE_GRPC_PORT", "50051"))
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WEAVIATE_API_KEY = os.environ.get("WEAVIATE_API_KEY")
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WEAVIATE_HTTP_SECURE = os.environ.get("WEAVIATE_HTTP_SECURE", "false").lower() == "true"
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WEAVIATE_GRPC_SECURE = os.environ.get("WEAVIATE_GRPC_SECURE", "false").lower() == "true"
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WEAVIATE_SKIP_INIT_CHECKS = os.environ.get("WEAVIATE_SKIP_INIT_CHECKS", "false").lower() == "true"
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# OpenSearch
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OPENSEARCH_URI = os.environ.get("OPENSEARCH_URI", "https://localhost:9200")
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@@ -12,9 +12,13 @@ from open_webui.retrieval.vector.main import (
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from open_webui.retrieval.vector.utils import process_metadata
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from open_webui.config import (
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WEAVIATE_HTTP_HOST,
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WEAVIATE_GRPC_HOST,
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WEAVIATE_HTTP_PORT,
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WEAVIATE_GRPC_PORT,
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WEAVIATE_API_KEY,
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WEAVIATE_HTTP_SECURE,
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WEAVIATE_GRPC_SECURE,
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WEAVIATE_SKIP_INIT_CHECKS,
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)
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@@ -52,9 +56,13 @@ class WeaviateClient(VectorDBBase):
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try:
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# Build connection parameters
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connection_params = {
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"host": WEAVIATE_HTTP_HOST,
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"port": WEAVIATE_HTTP_PORT,
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"http_host": WEAVIATE_HTTP_HOST,
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"http_port": WEAVIATE_HTTP_PORT,
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"http_secure": WEAVIATE_HTTP_SECURE,
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"grpc_host": WEAVIATE_GRPC_HOST,
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"grpc_port": WEAVIATE_GRPC_PORT,
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"grpc_secure": WEAVIATE_GRPC_SECURE,
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"skip_init_checks": WEAVIATE_SKIP_INIT_CHECKS,
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}
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# Only add auth_credentials if WEAVIATE_API_KEY exists and is not empty
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@@ -63,7 +71,7 @@ class WeaviateClient(VectorDBBase):
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weaviate.classes.init.Auth.api_key(WEAVIATE_API_KEY)
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)
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self.client = weaviate.connect_to_local(**connection_params)
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self.client = weaviate.connect_to_custom(**connection_params)
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self.client.connect()
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except Exception as e:
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raise ConnectionError(f"Failed to connect to Weaviate: {e}") from e
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