Serverless LLM Apps with Amazon Bedrock - Syllabus

• Introduction
  • Overview of serverless LLM applications with Amazon Bedrock
  • Course objectives and key concepts
• Your First Generations with Amazon Bedrock
  • Introduction to generating responses with Amazon Bedrock
  • Hands-on code examples
• Summarize an Audio File
  • Using Amazon Transcribe for audio-to-text conversion
  • Summarizing transcripts with Amazon Titan LLM
• Enable Logging
  • Enabling logging for all LLM calls
  • Ensuring security, audit, and compliance standards
• Deploy an AWS Lambda Function
  • Creating a serverless workflow with AWS Lambda
  • Deploying the audio summarizer in a serverless architecture
• Event-Driven Generation
  • Building an event-driven system to detect new audio uploads
  • Automating transcription and summarization processes
• Conclusion
  • Summary of best practices and key takeaways
  • Future possibilities with Amazon Bedrock and serverless architectures