Private semantic intelligence
Turn meaning into vectors—right in your browser.
Explore multilingual search, similarity, and Matryoshka embeddings with Qwen3’s official Q8_0 GGUF. Your text never leaves this device.
100+ languages
32–1024 dimensions
Last-token pooling
Retrieval playground
Find the closest meaning
Add one document per line. The query receives an instruction; documents do not.
6 lines
Try a dataset
Ranked results will appear here
Load the model, then search your mini corpus.
Cosine similarity
Compare a query and document
Scores are directional because only the query receives an instruction.
Cosine similarity
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Vector explorer
Inspect a normalized embedding
Preview the first 24 values and basic distribution statistics.
Dimensions—
L2 norm—
Minimum—
Maximum—
First 24 values