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Advanced Analytics Features — Optimize the generation of analytical models

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5. Improvement: Nuevos componentes para habilitar AI Generative en Stratio Rocket

Improvement: New components to enable Generative AI in Stratio Rocket

What is it?

New components in batch, hybrid and streaming flows to accelerate RAG development and generation of embeddings from unstructured information.

Components

  1. LoadDocument: extracts text and metadata from documents.
  2. Document mode: access each detected file as a table with metadata as location and modification date.
  3. TextSplitter and TextEmbeddings: fragmented text and conversion to embeddings.
  4. Opensearch: output to OpenSearch to store embeddings.

picture: New components LoadDocument → TextSplitter → TextEmbeddings → Opensearch

Image: OpenSearch Configuration

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