Integrate LLM in your applications 101 - A Step-by-Step Guide! | AI Heroes 2023 Talk
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 Published On Sep 17, 2024

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⏩ Chapter:
00:00 intro
02:42 Integrate LLM in your application
04:11 First try: IMPLEMENTATION
11:22 Second try: ADDING CONTEXT
17:47 What is a LMM
22:14 Memory with context - fine tuning
24:49 Embedding - vector database
24:37 Phases
29:22 Integrate Semantic search in ChatGPT
41:09 How we can improve
46:07 Point of attentions

In the current technological landscape, Large Language Models (LLMs) have taken center stage, offering a potent way to infuse intelligence into applications. This presentation delves into the fundamentals and strategies for seamlessly integrating LLMs into your existing applications, enabling them to tap into enhanced capabilities.

During this talk we will explore, in a very practical way, the essential principles and techniques for integrating LLMs into your applications, regardless of programming language or specific libraries.

By taking a technology-agnostic approach, we aim to provide a comprehensive understanding of the core concepts and the boundaries.

In this talk we'll integrate an LLM with the data of a local application understanding all the steps involved.
🎤 MARCO DE NITTIS, Independent Cloud Architect

đź“ŤAI Heroes was hosted in Turin, 1 December. Attended by 240+ participants and broadcast to an additional 50+ participants. The event was highly interactive with excellent presentations, high value networking and lots of engagement between the participants.

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#aiheroes #LLMIntegration #AIinApps #largelanguagemodels #appdevelopment #artificialintelligence #machinelearning #cloudarchitecture #techtalk #SmartApps
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