Which Vector Database (WVDB)

The references listed below are based on this: medium post.

Benchmark results:

• https://ann-benchmarks.com/

Community efforts to collect and summarize various information about vector databases:

• https://docs.google.com/spreadsheets/d/1oAeF4Q7ILxxfInGJ8vTsBck3-2U9VV8idDf3hJOozNw/edit#gid=0

A website built from the above community document:

• https://www.vecdbs.com/

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The notebook directory shows example usages in Python for self-hosted vector databases. Use cases:

• setup docker and if available administration interface
• connect python client
• create a database or collection
• insert/store vectors with a specific ID
• retrieve vectors by ID
• TODO/DONE: search by property
• TODO: search nearest neighbors
• TODO: search vicinity threshold
• TODO: hybrid search
• TODO: proper speedtests

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