Navigating the Waters: Building Production-Grade RAG Applications with Data Lakes
In mid-2024, creating an AI demo that impresses and excites can be easy. Take a strong developer, some clever prompt experimentation, and a few API calls to a powerful foundation model and you can often build a bespoke AI bot in an afternoon. Add in a library like langchain or llamaindex to augment your LLM with a bit of custom
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