typesense-instantsearch-semantic-search-demo
typesense-instantsearch-semanti
| typesense-instantsearch-semantic-search-demo | typesense-instantsearch-semanti | |
|---|---|---|
| 1 | 1 | |
| 22 | - | |
| - | - | |
| 3.0 | - | |
| 9 months ago | - | |
| JavaScript | ||
| Apache License 2.0 | - |
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typesense-instantsearch-semantic-search-demo
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Vector database built for scalable similarity search
We added HNSW-based vector search to Typesense as well recently: https://typesense.org/docs/0.24.0/api/vector-search.html
So you can combine attribute-based filters along with nearest-neighbor search.
Put together this semantic search + filtering demo just last week: https://github.com/typesense/typesense-instantsearch-semanti...
typesense-instantsearch-semanti
-
Vector database built for scalable similarity search
We added HNSW-based vector search to Typesense as well recently: https://typesense.org/docs/0.24.0/api/vector-search.html
So you can combine attribute-based filters along with nearest-neighbor search.
Put together this semantic search + filtering demo just last week: https://github.com/typesense/typesense-instantsearch-semanti...
What are some alternatives?
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!
pgvector - Open-source vector similarity search for Postgres
autofaiss - Automatically create Faiss knn indices with the most optimal similarity search parameters.
milvus-lite - A lightweight version of Milvus
awesome-vector-search - Collections of vector search related libraries, service and research papers
Weaviate - Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
txtai - đŸ’¡ All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
Milvus - A cloud-native vector database, storage for next generation AI applications