
Welcome to the GenAI meetup in Paris, in collaboration with AWS and Vespa. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers.
Agenda:
- 7:00pm~7:30pm: Checkin, food and networking
- 7:30pm~7:40pm: Welcome, Community update
- 7:40pm~8:40pm: Tech talk and Q&A
- 8:40pm~9:30pm: Open discussion, Mixer and Closing.
Tech Talk: Retrieval and Adaptive In-Context Learning
Speaker: Øyvind Grønnesby (Vespa AI)
Abstract: Organizations develop feedback loops to continuously enhance quality. One such loop is the learning from user interactions with your data, retraining models, deploying new models and learning again.
The learning curve to create a loop like this is steep, it requires ML experience and tools. However, most teams can easily provide labeled examples.
In-Context Learning (ICL) is a method to add classification examples as input to foundation models (like LLMs). ICL is natural-language-based, and a great starting point to build a working system for continuous learning and improvement.
The foundation models’ context windows grow, but will in practice never be large enough for all examples. The relevant examples for a classification must therefore be Retrieved from a larger repository.
This talk defines an Adaptive ICL strategy using Retrieval for Examples, where the output is used for content retrieval, example set expansion for future model training and real-time user behaviour tracking.
Adaptive ICL is hence an easy way for teams to get immediate results with AI, while laying the foundation for more advanced ML loops in the future.
Speakers/Topics:
Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics
Venue:
AWS Loft | Station F - Founders Café, 5 Parvis Alan Turing, Paris, 75013
Sponsors:
- AWS Loft Paris
- Vespa: Vespa lets you query, organize, and make inferences in vectors, tensors, text and structured data. Scale to billions of constantly changing data items, thousands of queries per second with latencies below 100 milliseconds.
We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Paris or 400K+ worldwide.
AICamp Community on Slack/Discord
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