cmem-plugin-llm 0.5.0

Interact with Large Language Models.

cmem-plugin-llm

Interact with Large Language Models.

This is a plugin for eccenca Corporate Memory. You can install it with the cmemc command line clients like this:

cmemc admin workspace python install cmem-plugin-llm

This plugin contain the following capabilitities:

• create embeddings: it allows to create embeddings from an arbitrary data point or from specified data point paths (properties/columns). After being processed each data point receive two additional paths the embedding path and the text path.
  • The text path contain the paths utilized for generate the embeddings in text format.
    • If the original data contain already a path named text, this path is used for embeddings generation.
  • The embedding path contain the generated embedding.

Parameters

• url: openAI compatible endpoint, default https://api.openai.com/v1
• model: embedding model, default text-embedding-3-small
• api_key: api key of the endpoint, default blank
• timout_single_request: the request timenout in milliseconds, default 10000
• entries_processing_buffer: number of processed entries per request, default 1000
• embedding_paths: specify which paths should be used for embedding generation, default all
• embedding_output_text: output path that will contain the embedding text, default text
• embedding_output_path: output path that will contain the generated embedding, default embedding