The Fifth Elephant 2024 Annual Conference (12th &13th July)
Maximising the Potential of Data — Discussions around data science, machine learning & AI
Jul 2024
8 Mon
9 Tue
10 Wed
11 Thu
12 Fri
13 Sat 09:00 AM – 06:05 PM IST
14 Sun
Abhijeet Kumar
@abhijeet3922
Submitted May 15, 2024
This BoF session talks about building low-code data assistant for business using code LLMs. Generative AI (LLMs) for codes had become very popular and powerful tool for developers to leverage with rise of enterprise solution like GitHub Copilot, AWS Code Whisperers, Google Duet etc along with numerous open source code assist models for generating codes for hundreds of programming languages including python, java, SQL etc. These models can take english comments or instructions to write code for developers.
Apart for improving productivity of developers, these models can also be used to create impactful NL2SQL solution in data space.
CEO of Snowflake Inc. (cloud-based data company), Sridhar Ramaswamy in press briefing said, “Our dream here is, within a year, to have an API that our customers can use so that business users can directly talk to data,”. Natural language querying can enables various stakeholders — including executives, employees, customers, prospects, and partners — to pose questions about data in natural language and receive relevant responses.
The talk will align to any professional working on LLMs & Gen AI usecases.
Enroads to Enterprise: Introduction to an enterprise problem, potential use-cases and application of NL-2-SQL.
State of Code LLMs:
Practical challenges: Potential challneges in scaling and strategies in rescue.
Building Data Assistants: Implementation components & process flow.
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Beverage Partner
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