output files

Author: diberry

ai/vector-search-go/output/hnsw.txt

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+Starting HNSW vector search demonstration...
+
+Initializing MongoDB and Azure OpenAI clients...
+Attempting OIDC authentication...
+OIDC authentication successful!
+
+Loading data from ../data/Hotels_Vector.json...
+Loaded 50 documents
+
+Preparing collection 'vectorSearchCollection'...
+Getting token with scope: https://ossrdbms-aad.database.windows.net/.default
+Successfully obtained tokenCleared 50 existing documents from collection
+Starting batch insertion of 50 documents...
+Batch 1 completed: 50 documents inserted
+Insertion completed: 50 inserted, 0 failed
+
+Creating HNSW vector index...
+Creating HNSW vector index on field 'DescriptionVector'...
+Dropping existing vector index: diskann_index_DescriptionVector
+Dropped 1 existing vector index(es)
+HNSW vector index created successfully
+Waiting for index to be ready...
+Performing HNSW vector search for: 'quintessential lodging near running trails, eateries, retail'
+
+Search Results (showing top 5):
+================================================================================
+1. HotelName: Royal Cottage Resort, Score: 0.4991
+2. HotelName: Country Comfort Inn, Score: 0.4785
+3. HotelName: Nordick's Valley Motel, Score: 0.4635
+4. HotelName: Economy Universe Motel, Score: 0.4461
+5. HotelName: Roach Motel, Score: 0.4388
+
+HNSW demonstration completed successfully!

ai/vector-search-go/output/ivy.txt

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+Starting IVF vector search demonstration...
+
+Initializing MongoDB and Azure OpenAI clients...
+Attempting OIDC authentication...
+OIDC authentication successful!
+
+Loading data from ../data/Hotels_Vector.json...
+Loaded 50 documents
+
+Preparing collection 'vectorSearchCollection'...
+Getting token with scope: https://ossrdbms-aad.database.windows.net/.default
+Successfully obtained tokenCleared 50 existing documents from collection
+Starting batch insertion of 50 documents...
+Batch 1 completed: 50 documents inserted
+Insertion completed: 50 inserted, 0 failed
+
+Creating IVF vector index...
+Creating IVF vector index on field 'DescriptionVector'...
+Dropping existing vector index: hnsw_index_DescriptionVector
+Dropped 1 existing vector index(es)
+IVF vector index created successfully
+Waiting for index clustering to complete...
+Performing IVF vector search for: 'quintessential lodging near running trails, eateries, retail'
+
+Search Results (showing top 5):
+================================================================================
+1. HotelName: Royal Cottage Resort, Score: 0.4991
+2. HotelName: Country Comfort Inn, Score: 0.4785
+3. HotelName: Nordick's Valley Motel, Score: 0.4635
+4. HotelName: Economy Universe Motel, Score: 0.4461
+5. HotelName: Roach Motel, Score: 0.4388
+
+IVF demonstration completed successfully!