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Published 20 hours ago • verified publisher icon chroma-core

Anton/density

Open atroyn opened this issue 2 years ago • 0 comments

TODO:

  • Blog post
  • Documentation
  • ~~Resolve merge conflicts~~

~~This change requires a change to the index metric (from l2 to ip). I'll wait for that to be surfaced to the user so I can use it here more cleanly, rather than globally changing the metric.~~ (https://github.com/chroma-core/chroma/pull/245)

Description of changes

  • Adds the Experimental client, chromadb.experimental.ExperimentalClient which is a wrapper around the main Chroma client which allows for the easy addition of experimental features without touching the core code.
  • Adds the experimental density feature, which computes an adaptive version of query relevance
  • Adds a notebook demonstrating the density feature

Test plan

Running the chromadb/experimental/examples/density.ipynb notebook.

Documentation Changes

None.

atroyn avatar Mar 23 '23 00:03 atroyn