batch_vectorize_job

The extraction worker chains to the batch vectorize job to process GPU embeddings after extraction. Extracted text chunks from DOCX and PPTX files are vectorized in batch and indexed into Qdrant for semantic search. batch_vectorize_job depends on EmbeddingService to perform batch vectorization of extracted document chunks. The batch_vectorize_job processes text chunks to generate embeddings using Ollama on the GPU. The batch_vectorize_job performs vectorization of text chunks and depends on Qdrant to store vector embeddings for retrieval-augmented generation.