HALL 2 - Tech Talks / Workshops

The talk will cover the below aspects:

a) Semantic Search Applications at a Glance b) Application Focus: Semantic Search for SEO c) Application Focus: Semantic Search for UX d) RAG Applications at a Glance e) Application Focus: RAG for Answering Questions f) Application Focus: RAG for Verifying Statements g) RAG as a Remedy for Hallucinations and Outdated Models h) Evaluating Semantic Search and RAG i) Q&A Session

The talk will focus on the below aspects:

1. The importance and relevance of Large Language Models (LLMs) in today’s artificial intelligence landscape.

2. Optimizing the performance of LLMs: Techniques such as prompt engineering, fine-tuning, and Retrieval-Augmented Generation (RAG) will be discussed.

3. Challenges and ethical concerns associated with using LLMs in real-world applications. will address the mitigations and methods to counter these issues.

4. Tackling the issue of trust in language models, with a focus on developing models that are reliable and less prone to hallucinations. We will explore strategies and techniques to mitigate hallucinations in language models.

5. The impact of LLMs on enhancing productivity, customer satisfaction, and decision-making processes, along with discussing the limitations and potential areas for future improvement in the application of LLMs across various domains.