AI-driven unstructured data extraction using Apache Camel and LangChain4J
from Red Hat (France)
About speaker
I'm contributing to the Apache Camel open source project, especially with the Quarkus runtime. Those days, I'm interested in Artificial Intelligence at large.
About speakers company
Red Hat is the enterprise open source company
Abstracts
AI-driven unstructured data extraction using Apache Camel and LangChain4J
A big chunk of the data generated today is unstructured and it's growing at a crazy fast pace.
However, organizations struggle to make value from it. Always in search of solutions, I've experimented a way to use generative AI to extract information from unstructured data.
In this talk, the audience will be reminded with some context and definitions related to unstructured data. We'll detail step by step how to create a prototype demonstrating data extraction with Quarkus LangChain4j and an LLM running on my local machine. Then, we'll see how to use that extraction capability in the middle of today's IT system composed of mixed technologies through the use of Apache Camel Quarkus. Finally, I'll share some lessons learned and thought about the next steps to move to a true production application.
The Program Committee has not yet taken a decision on this talk
other talks of this topic
Federico Fregosi
OpsGuru
Pradeep Sharma
Independent
Katharina Fetzer
hylane GmbH
Vadzim Prudnikau
Trainitek
Daniel Raniz Raneland
factor10
Opemipo Disu
Latitude
Siddhant Agarwal
Neo4j
João Esperancinha
Vereniging COIN
Daniel Raniz Raneland
factor10
Fabien Vauchelles
Scrapoxy
Vadzim Prudnikau
Trainitek
Sivan Biham
Healthy.io
Ambesh Singh
Visionet Systems Deutschland
Ambesh Singh
Visionet Systems Deutschland
Shelly Goldblit
Dell Technologies
Tech Internals Conf is the leading conference for developers of complex and highly loaded systems
Participation options
Offline
The price is soaring —> the closer the conference is, the more it costs.
The current price of a ticket is —> 360 EUR
If you have any questions you can reach out to our support service —> support@internals.tech
Special offer (from 5 tickets)
To order from 5 tickets, contact us support@internals.tech
leave a request
Changed your mind?
Please tell us why.
Thank you for your reply!
Become partner
Professional conference for developers of high-load systems