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Devoxx Greece 2024 - Quarkus meets AI : Build your own LLM-powered application
Discover how Quarkus and Linkchain4j can be used to build powerful AI applications with LLMs, including enhanced chatbots, intelligent customer service, and data analysis.
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LLMs (Language Model LARGE Models) are a type of AI model that can:
- Generate human-like text based on input prompts
- Answer questions and respond to user messages
- Learn from vast amounts of text data
- Linkchain4j, a Java library, can integrate with LLMs and other AI models
- Devoxx Conference Talk: “Quarkus meets AI: Build your own LLM-powered application”
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The talk covers:
- Introduction to LLMs and their capabilities
- Using Linkchain4j to create an LLM-powered application
- Quarkus and its role in integrating with LLMs
- Demo examples showing LLMs in action
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LLMs can be used for:
- Enhanced chatbots
- Intelligent customer service
- Data analysis and interpretation
- Content creation
- Fine-tuning LLMs is crucial for adapting them to specific use cases
- Quarkus provides an easy-to-use interface for working with LLMs
- The talk showcases how to create an LLM-powered application using Quarkus and Linkchain4j
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Real-world examples of LLMs include:
- AlphaZeroGo (Go-playing AI)
- AlphaZeroChess (chess-playing AI)
- ChatGPT (AI chatbot)
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LLMs can be used for creative tasks such as:
- Generating music
- Creating art
- Writing essays
- Playing games
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The speaker emphasizes the importance of:
- Using LLMs responsibly
- Ensuring fairness and transparency in AI development
- Considering the ethical implications of AI
- The talk concludes with a demonstration of LLMs in action using Quarkus and Linkchain4j.