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Using Datastores for Text Retrieval
Similar to traditional information retrieval (IR) systems, a datastore can be utilized to manage and retrieve relevant texts. This involves storing a collection of documents, often with full-text indexing like in a search engine, to enable searching for and accessing documents that match a given text-based query.
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Ch.2 Generative Models - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
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Retrieval-Augmented Generation (RAG)
Improving Internal Knowledge Base Search
A company is developing a customer support system that needs to quickly find the most relevant articles from a knowledge base of over 100,000 documents. The primary goal is to ensure that when a customer asks a question like 'How do I reset my password?', the system can instantly locate the top 3-5 most pertinent articles. Which feature of a datastore is most critical for achieving this specific goal of fast and relevant text retrieval?
A user submits a text query to a system designed to find relevant information from a large collection of documents managed in a datastore. Arrange the following steps in the logical order they would occur to retrieve and present the relevant documents.