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Comparing Vector Databases: Azure AI Search vs Pinecone vs Weaviate
Choosing the right vector database is crucial for RAG applications. After implementing production systems with all three major options in 2025, here's my…
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Choosing the right vector database is crucial for RAG applications. After implementing production systems with all three major options in 2025, here's my…
Best for organizations already invested in Azure with hybrid search requirements. Pros: Hybrid search, semantic ranking, enterprise security, managed…
1. Use batching : Upsert in batches of 100+ for efficiency 2. Store text in metadata : Include searchable text in metadata 3. Use namespaces : Organize data…