I wonder how bedrock agents

My current idea is to create a class/ function create a new lambda through docker and lambda adapter

But issue is plugging in the dependencies

Hey, what do you mean by dynamically here? Can you provide an example?

like converting a small code fragment to be deployed to lambda, not something prebuilt/ preconfigured

as in the lambda will be provisioned at runtime

also some openapi specs will be created

the logic is kinda similar to openapi function calling, but difference here is bedrock will automatically perform the necessary calling for lambdas (think of them as the tools)

interesting, yeah was playing around with this recently out of necessity and it seems this is the closest thing the Bedrock enabled models have to any type of function calling... is the idea here to have the LLM create the function/lambda at runtime? as it's currently setup they basically do act as tools and seem to use some type of function calling AWS baked in somewhere as far as I can tell

Made this: https://github.com/run-llama/llama_index/issues/11462

Nice, reason I have stepped away for now is actually because the Knowledge Base feature (their baked in retrieval pipeline) is so janky, for another time..