What is Document Retrieval?
The process of retrieving relevant documents from a collection, often powered by vector embeddings and semantic search.
More about Document Retrieval:
Document Retrieval focuses on identifying and fetching documents relevant to a given query from a large collection. It leverages techniques such as dense retrieval and semantic search to locate the most relevant content.
Document retrieval is a fundamental building block for applications like RAG and open-domain question answering, where large-scale knowledge access is required.
Frequently Asked Questions
How does document retrieval differ from knowledge retrieval?
Document retrieval focuses on retrieving entire documents, while knowledge retrieval may extract specific pieces of information.
What tools are commonly used for document retrieval?
Tools like vector databases and search frameworks with embedding-based models are often used for document retrieval.
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