shrinkvec good first issues (Python)

documentation good first issue

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Faster lab scans 9 days ago

help wanted area: lab performance

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Cache ground truth between runs 9 days ago

enhancement good first issue performance

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Product quantization (PQ) baseline in the lab 9 days ago

enhancement help wanted area: lab codec

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Add a text-embedding-3 dataset with a clear license 9 days ago

enhancement good first issue area: datasets

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Measure pg_turbovec when installed 9 days ago

enhancement help wanted area: postgres

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Measure pgvectorscale (DiskANN with statistical binary quantization) when installed 9 days ago

enhancement help wanted area: postgres

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

Add IVFFlat on vector and halfvec to the Postgres runner 9 days ago

enhancement good first issue area: postgres

ahmad-codex/shrinkvec

0

How small can your embeddings get before search gets worse? Measures every compression option on your vectors, in your Postgres, and prints the SQL.

Python

#ann#benchmark#embeddings#pgvector#postgres#python#quantization#rabitq#rag#turboquant#vector-search#vectorchord

ahmad-codex/shrinkvec

Open Issues Need Help