From static retrieval pipelines to autonomous reasoning engines: a complete breakdown of how these two architectures work, ...
Retrieval-augmented generation connects generative AI to enterprise data. However, without a proper RAG data pipeline, the RAG system might not find the most accurate data to answer user queries. Data ...
Unstructured – a leader in ingestion and preprocessing for large language models (LLMs) – announced a $40 million Series B funding round. This funding round was led by Menlo Ventures with ...
Organizations often want to combine generative AI with their own data to summarize content, synthesize information or answer questions. AI chatbots don't automatically have access to enterprise data.
A core element of any data retrieval operation is the use of a component known as a retriever. Its job is to retrieve the relevant content for a given query. In the AI era, retrievers have been used ...