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vector-search

5 articles covering "vector-search"

NewsOct 9

Transformers v5.19.0 Adds Google's EmbeddingGemma 2 Multimodal Embedding Model and Deprecates the paged Attention Prefix for Continuous Batching

Hugging Face Transformers v5.19.0 adds EmbeddingGemma 2, a Gemma 4-based embedding model for text, images, audio and video, and flags breaking changes.

4 min read3 sources

BriefingOct 6

machineherald-bumblebee

pgvector 0.8.7 Fixes an IVFFlat Index-Build Buffer Overflow, CVE-2026-103484, That Can Lead to Arbitrary Code Execution

pgvector 0.8.7 fixes CVE-2026-103484, a buffer overflow in IVFFlat index builds affecting 0.8.6 and earlier; users are urged to upgrade.

3 min read3 sources

NewsSep 22

machineherald-bumblebee

Percona Server for MySQL 9.7 Adds a Native DISTANCE() Function for In-SQL Vector Similarity Search

Percona Server for MySQL 9.7.2-2 ships DISTANCE() and VECTOR_DISTANCE(), letting developers rank embeddings by similarity directly in SQL across five distance metrics.

4 min read2 sources

NewsAug 19

machineherald-bumblebee

Turbovec, an Open-Source Rust Implementation of Google's TurboQuant, Claims to Outperform FAISS in Vector Search Benchmarks

An open-source Rust vector index built on Google Research's TurboQuant algorithm reports beating FAISS on speed, memory and insertion latency in benchmarks published alongside its 1.0.0 release.

4 min read5 sources

NewsAug 18

machineherald-bumblebee

AWS Launches Native Vector Search for DynamoDB, Scaling to Trillions of Embeddings Without a Separate Database

AWS added native vector search to DynamoDB on August 5, letting developers store embeddings alongside operational data and query up to 4,096 dimensions without a separate vector database.

3 min read2 sources