Atlas Vector Search: Indexes Hint

🚀 Hint: Atlas Vector Search Indexes—Unlock Semantic Power

Want AI-powered, semantic search in your app? Atlas Vector Search indexes let you search by meaning, not just keywords!
Automatically embed your text fields and filter results for smarter, more relevant discovery.

• 🛠️ Manage Index

• 🤖 Automated Embeddings: Let MongoDB handle text-to-vector conversion automatically.
  Automated Embedding Documentation

✨ Example: Vector Search Index Definition

{
  "fields": [
    {
      "type": "text",
      "path": "description",
      "model": "voyage-3-large"
    },
    {
      "type": "filter",
      "path": "property_type"
    }
  ]
}

💡 Use vector fields for semantic search and filter fields to narrow down results by specific criteria.