GenAI Elastic meetup Aug 2023

Join us for our In-Person event held in partnership with Rakuten. The event is held at the Rakuten India Enterprise Private Limited office in Bengaluru followed by lunch. We'll have a presentation and networking with food. Meetup will be focusing on Generative AI. 

Agenda

10:00 AM: Registration

11:00 AM: Leveraging Elastic Search for GenAI Solutions by Shalini & Shirsha

Presentation will be cover -

current trends in Gen AI and use-cases that are coming our way internal to a corporation and in our products,
Architecture and solution design that needs Elastic Search for enabling search with LLMs like GPT,
Vector DBs - comparison and when Elastic Search has the strengths,
Enabling Hybrid Search with Elastic Search,

12:00 PM: LLM Powered Semantic Search with Elasticsearch and LangChain by Joinal Ahmed

In this talk we will discuss about basics of LLMs and walk attendees through building a semantic search service using Elasticsearch, LangChain, and FastAPI. You'll create an application that lets users ask questions and provides them with concise answers by extracting the most relevant content from the database.

1:00 PM: Converting website, FAQ, or any documentation into prompt chat by Ashish Tiwari

Combine Elasticsearch's search relevance (BM25 + Semantic Search) with OpenAI's ChatGPT's question-answering capabilities to query your private/proprietary data.

Despite the incredible potential of ChatGPT, there are certain limitations like -

Knowledge cutoff date,
Lacks access to relevant information,
Lack of knowledge about domain-specific content,

In this talk we will see how to connect ChatGPT to proprietary data stores using Elasticsearch and build question/answer capabilities for your data. In a demo, will show how you can quickly convert your website, FAQ, or any documentation in prompt chat where your user can directly ask a question on your data.

2:00 PM: Networking

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Speakers

Shirsha Ray Chaudhari - TR Labs at Thomson Reuters (Director of Engineering)

Shirsha heads the ML Engineering team in Bangalore for Thomson Reuters Labs, as part of which she is leading development and deployment of well-architected, solutions in AWS and other cloud platforms for ML projects that drive efficiency and value for AI-driven features in Thomson Reuters products, platforms and business systems. She is interested in successful operationalizing and sustenance …

Shalini Kumari - TR Labs (Research Engineer - Machine learning)

Shalini designs and implements state of the art solutions in the space of Search and Information Retrieval, leveraging modern tech stack on public cloud. She is interested in components that enable semantic search for the products that she builds and is recently focusing her studies on using vectors to enable better search. Another of her recent area of work has also been methodologies to eval…

Joinal Ahmed - Google (AI Architect, Google Cloud Consulting)

Ashish Tiwari - Elastic (Senior Developer Advocate)

Having experience in Software & Email Industry. Currently, I am working as a Senior Developer Advocate, India at Elastic. Started journey with Software Engineer. Throughout the journey, I got the opportunity to work with great minds on various stacks, databases & programming languages. Worked with various types of use cases and contributed to solutions. I have been wearing mult…

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Partner

Rakuten India Enterprise Private Limited (https://www.rakuten.com/)

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Complete your event RSVP here: https://community.elastic.co/events/details/elastic-bengaluru-presents-genai-elastic-meetup-aug-2023/.