In this post, we’ll explain how LlamaIndex can be used as a framework for data integration, data organization, and data retrieval for private data Gen AI needs.
With the rapid integration of generative AI into the application development process we are seeing an increasing need to be able to integrate our private data with public data that is being used to train . The challenge this presents is that most private data is unstructured, siloed, and not in a format that can be readily accessible by LLMs.
prompt engineering What are the different indexes in LlamaIndex? LlamaIndex offers several different indexing models that are designed to provide optimizations around how you want to explore and categorize your data. This is ultimately where a lot of gains can be achieved, if you know the type of operation your application needs to perform on the data, leveraging a specific type of index can provide significant benefit to the application using the LLM and instantiating the query.
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