🦹‍♀️ Hybrid Search

📚 How to Perform Hybrid Search

Hybrid search in MongoDB combines Atlas Vector Search and Atlas Search to provide unified search results. This approach leverages the strengths of both full-text search and semantic search to deliver more relevant results.

CODE_BLOCK_17

Answer

{
    "name": ATLAS_VECTOR_SEARCH_INDEX_NAME,
    "type": "vectorSearch",
    "definition": {
        "fields": [
            {
                "type": "vector",
                "path": "embedding",
                "numDimensions": 512,
                "similarity": "cosine",
                "quantization": "scalar",
            },
        ]
    },
}