llm-cluster

LLM plugin for clustering embeddings (by simonw)

Llm-cluster Alternatives

Similar projects and alternatives to llm-cluster

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better llm-cluster alternative or higher similarity.

llm-cluster reviews and mentions

Posts with mentions or reviews of llm-cluster. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-24.
  • Embeddings: What they are and why they matter
    9 projects | news.ycombinator.com | 24 Oct 2023
    I'm trying to understand the clustering code but not doing too well.

    https://github.com/simonw/llm-cluster/blob/main/llm_cluster....

    So does this take each row from the DB, convert to a numpy array (?), then uses an existing model called MiniBatchKMeans (?) to go over that array and generate a bunch of labels. Then add it to a dictionary and print to console.

  • LLM now provides tools for working with embeddings
    7 projects | news.ycombinator.com | 4 Sep 2023
    I imagine there are all kinds of improvements that could be made to this kind of thing.

    I'd love to understand if there's a good way to automatically pick an interesting number of clusters, as opposed to picking a number at the start.

    https://github.com/simonw/llm-cluster/blob/main/llm_cluster....

Stats

Basic llm-cluster repo stats
3
58
4.9
2 months ago

simonw/llm-cluster is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of llm-cluster is Python.


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