awslabs / multi-agent-orchestrator

Flexible and powerful framework for managing multiple AI agents and handling complex conversations
https://awslabs.github.io/multi-agent-orchestrator/
Apache License 2.0
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Add example for fine tuned Classifier #84

Open brnaba-aws opened 1 week ago

brnaba-aws commented 1 week ago

Use case

Today in the classifier the model being used by default is using Claude Sonnet 3.5 on Amazon Bedrock. We need another demo with a fine tuned LLM to showcase the implementation details.

Solution/User Experience

With a fine tuned LLM, the prompt can be reduced (hence number of tokens) and would have an impact on cost and latency. This demo will also showcase how to build a custom classifier with a model that is fine tuned on specific domain.

Alternative solutions

No alternative solution for now.