Chat with Documents

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This is a podcast episode titled, Chat with Documents. The summary for this episode is: <p>Host <a href="https://www.linkedin.com/in/jerry-cuomo/" rel="noopener noreferrer" target="_blank">Jerry Cuomo</a> explores the innovative technique of Retrieval-Augmented Generation (RAG) with expert guest <a href="https://www.linkedin.com/in/dr-lucia-stavarache-6832828/" rel="noopener noreferrer" target="_blank"><strong>Dr. Lucia Larise Stavarache</strong></a><strong>. </strong>RAG is transforming how AI interacts with data by utilizing existing documents without the need for extensive training cycles. This method proves invaluable for handling sensitive or proprietary information and adapting to rapidly changing data like current events. </p><p><br></p><p>Join Jerry and Larise as they discuss the practical applications of RAG in various industries and its impact on AI development. Larise shares her experiences and the advantages of RAG, from simplifying legal documents to engaging with AI in conversations grounded in specific document content. Whether you're a tech enthusiast or an industry professional, this episode offers a unique perspective on the capabilities and future of AI technologies.</p><p><br></p><p><strong><em>Takeaways:</em></strong></p><ul><li>RAG enables AI to utilize existing documents for learning, bypassing the need or complete training cycles, which is cost-effective and efficient.</li><li>This technology allows for innovative interactions with AI, such as asking documents to summarize themselves or clarify complex information in simpler terms.</li></ul><p><br></p><p><strong><em>References:</em></strong></p><ul><li><a href="https://www.linkedin.com/feed/update/urn:li:activity:7186350744290172928/" rel="noopener noreferrer" target="_blank">Link to Demo Video</a></li><li><a href="https://chatdoc.com/" rel="noopener noreferrer" target="_blank">ChatDoc: Try Chat with Documents for Free</a></li></ul>
Larise Introduction
00:15 MIN
Larise's work
00:18 MIN
RAG enables AI to utilize existing documents for learning
01:30 MIN
Demo: chatting with a document
03:12 MIN

DESCRIPTION

Host Jerry Cuomo explores the innovative technique of Retrieval-Augmented Generation (RAG) with expert guest Dr. Lucia Larise Stavarache. RAG is transforming how AI interacts with data by utilizing existing documents without the need for extensive training cycles. This method proves invaluable for handling sensitive or proprietary information and adapting to rapidly changing data like current events.


Join Jerry and Larise as they discuss the practical applications of RAG in various industries and its impact on AI development. Larise shares her experiences and the advantages of RAG, from simplifying legal documents to engaging with AI in conversations grounded in specific document content. Whether you're a tech enthusiast or an industry professional, this episode offers a unique perspective on the capabilities and future of AI technologies.


Takeaways:

  • RAG enables AI to utilize existing documents for learning, bypassing the need or complete training cycles, which is cost-effective and efficient.
  • This technology allows for innovative interactions with AI, such as asking documents to summarize themselves or clarify complex information in simpler terms.


References:

Today's Host

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Jerry Cuomo

|IBM Fellow | Teacher - https://www.linkedin.com/in/jerry-cuomo/

Today's Guests

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Dr. Lucia Larise Stavarache

|