upstash-search-js

To query an index with the Upstash Search TypeScript SDK, initialize the client, upsert your documents, and execute semantic or keyword searches. You can refine these queries by applying filters and optional reranking.

Semantic search works by structuring your documents with content and metadata, then executing queries against the initialized index. The TS SDK enables type-safe usage to retrieve relevant documents based on meaning rather than exact keywords.

The best way to structure documents for Upstash Search is to clearly separate content from metadata. Properly structuring documents ensures effective search results when you upsert them into your index for semantic and keyword queries.

Yes, you can apply filters to search queries in the Upstash TypeScript SDK. After initializing your client and index, you can execute searches and narrow results using filters, with an option to apply reranking for improved relevance.

Common pitfalls when integrating the Upstash Search TS SDK include failing to ensure type-safe usage and incorrectly initializing the client. Avoiding these issues is necessary for successfully creating indexes and upserting documents in real-world apps.

TypeScript is not strictly required but is recommended for type-safe usage. The SDK is designed for TypeScript environments, ensuring proper client initialization and document structuring when building and querying indexes in real-world apps.