Abe Omorogbe
Senior PM @ Microsoft
Abe Omorogbe is an experienced AI professional with nearly a decade in the field. At Microsoft, he develops cutting-edge Data + AI products, focusing on PostgreSQL and previously serving as Lead PM for LLMOps/MLOps on Azure AI.
Before rejoining Microsoft, Abe worked at Databricks, where he enhanced his expertise in AI and machine learning as Lead PM for MLflow. He is passionate about using AI to tackle complex challenges and drive innovation.
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POSETTE 2025 Talk
Building Intelligent Applications with Graph-Based RAG on PostgreSQL
This session will show you how to revolutionize your applications using the Graph-Based RAG on PostgreSQL. The talk will show using PostgreSQL with vector and graph data to enable natural language queries for highly accurate results that will power your RAG application.
Vector data will be explained as a tool that enhances PostgreSQL's ability to manage information for GenAI apps. The session explores how to integrate graph, and vector data using azure_ai, pg_diskann, age and pgvector extensions. As well as advanced techniques to improve accuracy of results and improve vector search performance at scale.
A hands-on demonstration will show how to set up PostgreSQL to handle these types of queries, store vector data, and create queries that respond to natural language inputs. A practical example will involve building a legal copilot to help lawyers find relevant legal cases during research.
Participants will leave the session equipped to apply similar graph, indexing and vector features in their own applications, making them more intuitive, user-friendly and scalable.
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Speaker
Interview
About the Speaker
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What would you say is your superpower?
I have a knack for turning complex ideas into understandable content that everyone can understand and apply.
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Which book are you reading right now and why did you choose it?
Good Strategy Bad Strategy: The Difference and Why It Matters
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What is your favorite hobby?
Playing Basketball.
About the Talk
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Tell us about your talk? Why did you choose this topic?
It is about Advanced RAG architecture. I chose this topic because I have been working in the AI space and the #1 most requested topic is how to make their RAG application more accurate. This talk plans to address that core issue.
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Who would benefit the most from your talk and why?
Anyone trying to build a GenAI application especially folks using Postgres.
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What existing knowledge should an attendee have?
Basic knowledge on RAG and LLMs.
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Which other talk at this year’s conference would you like to watch and why?
"KEYNOTE: What Microsoft is Building for Postgres in 2025" & "Building modern Python web apps with PostgreSQL."
Mostly watching topic about Postgres AI and App Dev.
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How do you balance technical depth with engaging storytelling in your conference presentations?
Always try to find something that is relatable to the audience and center the story around that.
About PostgreSQL
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What is your favorite PostgreSQL feature?
The ability to use extensions. It makes the database extremely flexible and adaptable.
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What is your favorite PostgreSQL extension or tool? And why?
Pg_parquet, As a PM working on AI experience in PG, I always want to create compelling demos on PG. This extension allows me to import any parquet file from HuggingFace and create sweet demos quickly.
About POSETTE & Events
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What motivated you to speak at this year’s POSETTE: An Event for Postgres?
I wanted to tell the world about how folks are leveraging Postgres to build advanced AI applications. I didn’t see a lot of topics about this online.
Join the conversation
Use the hashtag #PosetteConf