Examples

The examples are organized into several categories that demonstrate instrumentation in different frameworks and cloud providers.

Demos

• Langchain with Chroma vector store: Instrument Langchain inference call and understand the embedding process.

• Llamaindex with Chroma vector store: Instrument Llamaindex inference call and understand the embedding process.

• Sagemaker with vector store: Instrument Sagemaker inference call and understand the embedding process.

• AskMe Chatbot on Azure: Example how frontend and backend works where Monocle can be imstrumented in the backend for chatbot scenario running on Azure.

• Coffee Chatbot on AWS Lambda: Example how frontend and backend works where Monocle can be imstrumented in the backend for chatbot scenario running on AWS.

• Microsoft Teams Basic Bot: Use Microsoft Teams AI SDK to develop a Teams bot and get instrumentation for internal inference calls.

• Travel Agent with Langgraph: Instrument Langgraph agent delegation and invocation to understand how the agents are routed.

• Travel Agent with Google ADK: Instrument Google Agents Development Kit's agent delegation and invocation to understand how the agents are routed.