Introduction
TensorTensor builds high-quality HNSW indexes from your vector data on NVIDIA GPUs and returns a ready-to-load file. You submit a job, we build the index in batch on a GPU, and we email you a download link when it’s ready.
In-process search is already fast. The only hard part was building the index. We solved that.
How it works
Section titled “How it works”Your data, your server, your index.
- Host your vectors at a publicly reachable HTTPS URL (raw
float32). - Submit a build job with that URL and your dimensions (768, 1024, or 1536).
- Receive a
jobId. Builds run in batch within a 24-hour window. - When the build completes, you get an email with a download link to the HNSW file.
- Load the file with the standard HNSW library in your language and run searches.
Next steps
Section titled “Next steps”- Getting started - submit your first build using the API.
- Loading your index - load the HNSW file and run searches.