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An explaination of retrieval augmented generation (part IV)

An explaination of retrieval augmented generation (part IV)

In the domain of RAG, the standard practice often involves a singular (once) retrieval step followed by generation, which can lead to efficiencies and sometimes is typically insufficient for complex problems demanding multi-step reasoning, as it provides a limited scope of information...

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An explaination of retrieval augmented generation (part III)

An explaination of retrieval augmented generation (part III)

After retrieval, it is not a good practice to directly input all the retrieved information to the LLM for answering questions...

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An explaination of retrieval augmented generation (part I)

An explaination of retrieval augmented generation (part I)

Recent years have witnessed a surge in the progress of Generative AI (GenAI), particularly Large Language Models (LLMs), which have revolutionized how humans can search for and access vital information...

4 minutes read