Amazon Bedrock: Integrating Multiple LLMs

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Integrating Multiple LLMs in Your Project with Amazon Bedrock, Portkey, and AI Gateway In this video, learn how to incorporate various Large Language Models (LLMs) and LLM providers into your application. The tutorial covers using Amazon Bedrock, Portkey, and AI Gateway to leverage multiple models with a singular, easily swappable schema. You'll see a step-by-step integration within the Answer Engine project, setting up and accessing models in Amazon Bedrock, configuring virtual keys and prompts in Portkey, and routing through over a hundred LLMs in AI Gateway. By the end, you'll be equipped to effectively combine and manage different LLMs in your projects. If you found this video helpful, please like, comment, share, and subscribe. 00:00 Introduction to Incorporating Multiple LLMs 00:57 Setting Up Amazon Bedrock 01:50 Exploring the AWS Playground 03:40 Introduction to Portkey 05:08 Configuring AI Gateway 05:46 Integrating API Keys and Virtual Keys 07:29 Implementing Models in Your Project 11:39 Final Thoughts and Conclusion