Implementation of Dapr Building Block: Conversation API

Overview of feature request

The Dapr conversation building block reduces the complexity of interacting with Large Language Models (LLM's) at scale.

With the growing adoption of LLM's, Radius being able to support this building block would enable developers and operators to express the use of LLM platforms within Radius, no matter where that LLM is deployed (Azure AI Foundry, AWS Bedrock, etc)

Acceptance criteria

• A new Applications.Dapr/conversation resource can be created
• A new local development recipe has been added (using Ollama as the LLM provider. Ollama can be run in a docker container).

Additional context

• https://docs.dapr.io/reference/api/conversation_api/
• https://v1-16.docs.dapr.io/reference/components-reference/supported-conversation/ollama/
• https://ollama.com/blog/ollama-is-now-available-as-an-official-docker-image

Would you like to support us?

• Yes, I would like to support you

AB#16039