Building specialized AI Copilots with RAG

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Code Conversations

ali heydari moghaddam

109 episodes

4 days ago

Code Conversations, is a podcast for software developers, engineers, and tech enthusiasts of all levels. Hosted by a seasoned developer with nearly 20 years of experience, each episode dives deep into the world of software development, exploring coding techniques, best practices, industry trends, and the stories behind the code. Whether you're a beginner or a pro, tune in to gain valuable insights, hear from industry experts, and join conversations that will help you stay ahead in the fast-evolving tech world.

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Building specialized AI Copilots with RAG

Code Conversations

14 minutes

2 weeks ago

Building specialized AI Copilots with RAG

AI CoPilots are all the rage - but none quite offer that personalised butler service SciFi told us we might one day have.To understand what it takes to train a CoPilot, we will see how training a model works under-the-hood; discuss the importance of quality training data to craft a truly powerful and personalised experience, and safety or security concerns to consider when training a model on a public service.Moving beyond the (chat) box, we will leverage Azure's OpenAI Service and Semantic Kernel in .NET to create a custom AI CoPilot for internal applications or data. We will see how to train our own custom Codex model, for generating code and commands to perform bespoke tasks against a non-public API, plus some innovative ways to glue this together with a nice user experience.You will leave feeling excited about the power of custom CoPilots, and armed with the knowledge to build your own!

Ref: https://www.youtube.com/watch?v=QXPlIYd408A&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=35