DataHour: LlamaIndex - QA Systems with Private Data and Effective Evaluation
DataHour: LlamaIndex - QA Systems with Private Data and Effective Evaluation
24 May 202315:05pm - 24 May 202316:05pm
DataHour: LlamaIndex - QA Systems with Private Data and Effective Evaluation
About the Event
In this talk, we will explore the innovative LlamaIndex and its applications in building question-answering (QA) systems. LlamaIndex is a powerful tool designed to augment large language models (LLMs) with private data, enhancing their knowledge generation and reasoning capabilities. We will delve into the key components of LlamaIndex, including data connectors, indices, and query interfaces, and discuss how it simplifies the process of in-context learning by efficiently managing data ingestion, storage, and retrieval.
Furthermore, we will discuss different ways of evaluating QA systems with LlamaIndex, showcasing its versatility and effectiveness in assessing the performance of these systems. By providing a comprehensive toolset for optimizing cost and performance, LlamaIndex enables users to harness the full potential of LLMs in their applications, particularly in the development of robust QA systems.
Prerequisites: Enthusiastic and eager to learn data science professionals and students.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
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