chore: make connection optional for qdrant spec, s/grpc_url/url/

examples/image_search/main.py

@@ -12,13 +12,14 @@
 from fastapi.middleware.cors import CORSMiddleware
 from fastapi.staticfiles import StaticFiles
 from qdrant_client import QdrantClient
+from typing import Any
 
 from PIL import Image
 from transformers import CLIPModel, CLIPProcessor
 
 
 QDRANT_URL = os.getenv("QDRANT_URL", "http://localhost:6334/")
-QDRANT_COLLECTION = "cocoindex_image_search"
+QDRANT_COLLECTION = "ImageSearch"
 CLIP_MODEL_NAME = "openai/clip-vit-large-patch14"
 CLIP_MODEL_DIMENSION = 768
 
@@ -78,15 +79,9 @@ def image_object_embedding_flow(
             embedding=img["embedding"],
         )
 
-    qdrant_conn = cocoindex.add_auth_entry(
-        "Qdrant", cocoindex.storages.QdrantConnection(url=QDRANT_URL)
-    )
     img_embeddings.export(
         "img_embeddings",
-        cocoindex.storages.Qdrant(
-            connection=qdrant_conn,
-            collection_name=QDRANT_COLLECTION,
-        ),
+        cocoindex.storages.Qdrant(collection_name=QDRANT_COLLECTION),
         primary_key_fields=["id"],
     )
 
@@ -106,7 +101,7 @@ def image_object_embedding_flow(
 
 # --- CocoIndex initialization on startup ---
 @app.on_event("startup")
-def startup_event():
+def startup_event() -> None:
     load_dotenv()
     cocoindex.init()
     # Initialize Qdrant client
@@ -119,7 +114,7 @@ def startup_event():
 def search(
     q: str = Query(..., description="Search query"),
     limit: int = Query(5, description="Number of results"),
-):
+) -> Any:
     # Get the embedding for the query
     query_embedding = embed_query(q)
 

examples/text_embedding_qdrant/main.py

@@ -1,11 +1,10 @@
 from dotenv import load_dotenv
 from qdrant_client import QdrantClient
-from qdrant_client.http.models import Filter, FieldCondition, MatchValue
 import cocoindex
 
 # Define Qdrant connection constants
 QDRANT_URL = "http://localhost:6334"
-QDRANT_COLLECTION = "cocoindex_text_embedding"
+QDRANT_COLLECTION = "TextEmbedding"
 
 
 @cocoindex.transform_flow()
@@ -55,15 +54,9 @@ def text_embedding_flow(
                 text_embedding=chunk["embedding"],
             )
 
-    qdrant_conn = cocoindex.add_auth_entry(
-        "Qdrant", cocoindex.storages.QdrantConnection(url=QDRANT_URL)
-    )
     doc_embeddings.export(
         "doc_embeddings",
-        cocoindex.storages.Qdrant(
-            connection=qdrant_conn,
-            collection_name=QDRANT_COLLECTION,
-        ),
+        cocoindex.storages.Qdrant(collection_name=QDRANT_COLLECTION),
         primary_key_fields=["id"],
     )
 

python/cocoindex/storages.py

@@ -20,16 +20,16 @@ class Postgres(op.StorageSpec):
 class QdrantConnection:
     """Connection spec for Qdrant."""
 
-    url: str
+    grpc_url: str
     api_key: str | None = None
 
 
 @dataclass
 class Qdrant(op.StorageSpec):
     """Storage powered by Qdrant - https://qdrant.tech/."""
 
-    connection: AuthEntryReference[QdrantConnection]
     collection_name: str
+    connection: AuthEntryReference[QdrantConnection] | None = None
 
 
 @dataclass

src/ops/storages/qdrant.rs

@@ -24,13 +24,13 @@ const DEFAULT_URL: &str = "http://localhost:6334/";
 
 #[derive(Debug, Deserialize, Clone)]
 pub struct ConnectionSpec {
-    url: String,
+    grpc_url: String,
     api_key: Option<String>,
 }
 
 #[derive(Debug, Deserialize, Clone)]
 struct Spec {
-    connection: spec::AuthEntryReference<ConnectionSpec>,
+    connection: Option<spec::AuthEntryReference<ConnectionSpec>>,
     collection_name: String,
 }
 
@@ -150,10 +150,14 @@ impl setup::ResourceSetupStatus for SetupStatus {
 }
 
 impl SetupStatus {
-    async fn apply(&self, collection_name: &String, qdrant_client: &Qdrant) -> Result<()> {
+    async fn apply_delete(&self, collection_name: &String, qdrant_client: &Qdrant) -> Result<()> {
         if self.delete_collection {
             qdrant_client.delete_collection(collection_name).await?;
         }
+        Ok(())
+    }
+
+    async fn apply_create(&self, collection_name: &String, qdrant_client: &Qdrant) -> Result<()> {
         if let Some(add_collection) = &self.add_collection {
             let mut builder = CreateCollectionBuilder::new(collection_name);
             if !add_collection.vectors.is_empty() {
@@ -382,10 +386,9 @@ impl StorageFactoryBase for Factory {
                     }
                 }
 
-                let connection = Some(d.spec.connection);
                 let export_context = Arc::new(ExportContext {
                     qdrant_client: self
-                        .get_qdrant_client(&connection, &context.auth_registry)?,
+                        .get_qdrant_client(&d.spec.connection, &context.auth_registry)?,
                     collection_name: d.spec.collection_name.clone(),
                     fields_info,
                 });
@@ -398,7 +401,7 @@ impl StorageFactoryBase for Factory {
                 Ok(TypedExportDataCollectionBuildOutput {
                     executors: executors.boxed(),
                     setup_key: CollectionKey {
-                        connection,
+                        connection: d.spec.connection,
                         collection_name: d.spec.collection_name,
                     },
                     desired_setup_state: SetupState {
@@ -489,12 +492,20 @@ impl StorageFactoryBase for Factory {
         setup_status: Vec<TypedResourceSetupChangeItem<'async_trait, Self>>,
         auth_registry: &Arc<AuthRegistry>,
     ) -> Result<()> {
-        for setup_change in setup_status.into_iter() {
+        for setup_change in setup_status.iter() {
+            let qdrant_client =
+                self.get_qdrant_client(&setup_change.key.connection, auth_registry)?;
+            setup_change
+                .setup_status
+                .apply_delete(&setup_change.key.collection_name, &qdrant_client)
+                .await?;
+        }
+        for setup_change in setup_status.iter() {
             let qdrant_client =
                 self.get_qdrant_client(&setup_change.key.connection, auth_registry)?;
             setup_change
                 .setup_status
-                .apply(&setup_change.key.collection_name, &qdrant_client)
+                .apply_create(&setup_change.key.collection_name, &qdrant_client)
                 .await?;
         }
         Ok(())
@@ -521,14 +532,14 @@ impl Factory {
         let spec = auth_entry.as_ref().map_or_else(
             || {
                 Ok(ConnectionSpec {
-                    url: DEFAULT_URL.to_string(),
+                    grpc_url: DEFAULT_URL.to_string(),
                     api_key: None,
                 })
             },
             |auth_entry| auth_registry.get(auth_entry),
         )?;
         let client = Arc::new(
-            Qdrant::from_url(&spec.url)
+            Qdrant::from_url(&spec.grpc_url)
                 .api_key(spec.api_key)
                 .skip_compatibility_check()
                 .build()?,