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Build A Better ChatBot - Using Oracle AI Optimizer and Toolkit to get the best performance out of RAG

About This Workshop

Youtube Video

About This Workshop
Oracle AI Optimizer and Toolkit is a no-code tool that meks it incredibly easy to experiment with any LLM, any embedding and any data - use rapid experimentation to find the optimal models, settings and strategies for your particular set of data (corpus) and use case. Optimize for cost, performance and accuracy. Easily use the latest tools without writing any code.

This workshop demonstrates how developers can take advantage of Oracle Database features like AI Vector Search, Real Application Security, Select AI and integrations with popular frameworks like LangChain and Spring AI to implement enterprise-quality chatbots through rapid experimentation and optimization.

Workshop Info

2 hours
  • Introduction
  • Getting Started (setup instructions - green button, own tenancy, or local machine)
  • Lab 1: Deploy the Oracle AI Optimizer and Toolkit
  • Lab 2: Explore the Environment
  • Lab 3: Prepare the Vector Store
  • Lab 4: Using Retrieval Augmented Generation
  • Lab 5: Experimenting with Models, Parameters and Techniques
  • Lab 6: Evaulating Performance
  • Lab 7: (Optional) Generating Microservice Code
  • Lab 8: (Optional) Using the API Server
  • Lab 9: Cleanup the environment

  • Some familiarity with Generative AI and Retireval Augmented Generation at the conceptual level is desirable, but not required

     

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