Mlops, Large Language Models, Llmops, Vector Database, Embeddings Search.
vector_store.populate_vectors(closed_qa_dataset) For each dataset entry, we generate and store an embedding of the combined ‘instruction’ and ‘context’ fields, with the context acting as the document for retrieval in our LLM prompts. Next, we will utilize the Falcon-7b-instruct LLM to generate