The Vector Database Index: Who, what, why now, & how

• google-research

  98 32,804 9.6 Jupyter Notebook

  Google Research

  

https://github.com/google-research/google-research/tree/mast...

We use ScaNN for a large scale/performant neural search. Otherwise this all feels bloated.

• txtai

  354 6,953 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

https://github.com/neuml/txtai

txtai can build vector indexes with Faiss/HNSW/Annoy and supports running SQL statements against them. External vector databases can also be plugged in.

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ann-benchmarks

  51 4,588 8.1 Python

  Benchmarks of approximate nearest neighbor libraries in Python

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