TileDB-Vector-Search icon indicating copy to clipboard operation
TileDB-Vector-Search copied to clipboard

Cloud-native vector similarity search and storage with efficient, serverless scale-out

Results 48 TileDB-Vector-Search issues
Sort by recently updated
recently updated
newest added

### What Adds more instructions on building C++.

### What Here we improve our times. We: * Add a new implementation for `scoped_timer`. This implementation is a tree-structure where each timer has children. This lets us print out...

Fixed errors during AVX compilation and perfromed benchmarks to showcase speedups. ![simd_speedup_ingestion_speedup](https://github.com/user-attachments/assets/fc5303aa-7801-4c06-848a-1dacfc1b573d) ![simd_speedup_query_speedup](https://github.com/user-attachments/assets/cfad54e1-2899-46c3-8f4e-01e06d1718cb) ![vamana_simd_speedup_ingestion_speedup](https://github.com/user-attachments/assets/d03109cb-d3f3-4153-b178-6654a8bab8f1) ![ivf_pq_simd_speedup_ingestion_speedup](https://github.com/user-attachments/assets/37a7ed4e-bea9-4b91-9b4d-15912a128ab7) ![ivf_pq_simd_speedup_query_speedup](https://github.com/user-attachments/assets/1c6cdf39-9bdd-4173-86e2-2532b74a854c) ![vamana_simd_speedup_query_speedup](https://github.com/user-attachments/assets/5ba51d15-35a3-418d-b950-f97b645bb75a)

You're already using the best langchain pdf loader, "pymupdfparser." However, the default "mode" parameter is "page," which means that it extracts the text from each page of the .pdf (and...

This PR contains backwards compatibility indexes generated for release 0.12.0.

On ingestion, the vector dimension is read from the array's dimension 1 domain: https://github.com/TileDB-Inc/TileDB-Vector-Search/blob/f45eff380a689551da0aa368c4fa134b3864aec0/apis/python/src/tiledb/vector_search/ingestion.py#L417-L421 But the "current domain" should likely be used instead, *if set* ([new feature](https://github.com/TileDB-Inc/TileDB/blob/main/HISTORY.md#tiledb-v2250-release-notes)). Alternatively: the `ingest`...

Sorry for the overlapping posts, but I thought it prudent to initiate a separate issue if this is going to be worked on: Here's a summary: 1) Both langchain and...

This PR contains backwards compatibility indexes generated for release 0.11.0.