The examples below show how Openlayer’s monitoring mode can be used in isolation.

For examples that span development and monitoring modes, check out the Templates.

ExampleStack
OpenAI Chat Completions - Python
Monitoring OpenAI chat completion calls in Python.		Python
OpenAI
OpenAI Chat Completions - TypeScript
Monitoring OpenAI chat completion calls in TypeScript.		TypeScript
OpenAI
Tracing a RAG system
Tracing every step of a RAG pipeline.		Python
OpenAI
Azure OpenAI Chat Completions
Monitoring Azure OpenAI chat completion calls in Python.		Python
Azure OpenAI
OpenAI Assistants API - Python
Monitoring OpenAI Assistant API runs in Python.		Python
OpenAI
OpenAI Assistants API - TypeScript
Monitoring OpenAI Assistant API runs in TypeScript.		TypeScript
OpenAI
LLMs with LangChain - Python
Monitoring LLMs built with LangChain using a callback handler.		Python
LangChain
LLMs with LangChain - TypeScript
Streaming data from LangChain uses to Openlayer with TypeScript.		TypeScript
LangChain
Classic ML monitoring
Monitoring a tabular classification model in production.		Python
Traditional ML

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Templates