Videos

Welcome to our Video Library, where you can access all the insightful videos. Our collection covers a range of topics, from foundational concepts to advanced strategies, providing you with a comprehensive understanding of the latest trends and innovations from past Devday, Conferences, etc.

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The Beginner’s Guide to All Things Sahaj
August 9, 2024
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Lending Sixth Sense to a Business
August 9, 2024
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Kickstarting your data journey webinar
August 9, 2024
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DevDay | Decentralized Finance: Business Opportunities and Trends III
August 9, 2024
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DevDay | Automatic Speech Processing for Voice AI
August 9, 2024
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DevDay | Starting your journey as Developer
August 9, 2024
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Revolutionizing Trade Finance: The Potential of Distributed Ledger Technology
June 13, 2024
DevDay | Decentralized Finance: Business Opportunities and Trends III
By Venkatesh Wadawagi
August 9, 2024
  • Natural Language Generation (NLG) focuses on predicting the next word or token in a sequence based on trained data probabilities.
  • ChatGPT, a breakthrough in large language models (LLMs), combines Generative Pre-trained Transformers (GPT) with reinforcement learning via human feedback (RLHF).
  • Key advancements in GPT-3.5 include RLHF and enhanced safety guardrails.
  • Generative AI in enterprise use cases includes document processing, knowledge search, and conversational agents.
  • LLM-based conversational agents differ from rule-based systems, offering more advanced responses.
  • Retrieval-Augmented Generation (RAG) pipeline integrates data sources, NLP methods, and vector databases for enhanced query processing.
  • LLMs face challenges like hallucinations, especially with outdated data, leading to the need for tools and agents to access current information.
  • LLMs and agents are crucial in DeFi for analyzing transaction records, enhancing security, and automating workflows.
  • LLM plugins like those from ChatGPT and DeFi Llama offer advanced analytics, investment insights, and transaction summaries.
  • Potential LLM use cases in DeFi include smart contract analysis, converting complex terms into natural language, and community engagement through Q&A systems.
  • Intent-based LLMs are fine-tuned for specific tasks, offering efficient and focused solutions in areas like blockchain and DeFi.
Generated using GPT-4-o-min.