Templates are sample projects that use common AI patterns and tools, and that already contain the configurations required by Openlayer.

They illustrate the synergy between Openlayer’s development and monitoring modes.

For examples that show monitoring mode only, check out the Monitoring page.

ExampleStack
OpenAI Chatbot - Python
Sample chatbot app that uses OpenAI’s GPT to answer to user queries.		Python
OpenAI
Flask
OpenAI - TypeScript
Sample app that uses OpenAI’s GPT to answer to user queries.		TypeScript
OpenAI
Anthropic Structured Outputs - Python
Sample app that extracts structured data using Anthropic’s Claude and instructor.		Python
Anthropic
Instructor
LangChain PDF Processing - Python
Sample app that processes PDF files and extracts structured data using LangChain.		Python
LangChain
Flask
RAG with Azure OpenAI - Python
Sample app built with a multi-step RAG pipeline that shows tracing.		Python
Azure OpenAI
Flask
LangChain - Python
Sample app built with LangChain.		Python
LangChain
Flask
CI/CD with GitHub Actions
Template that shows how to use Openlayer with GitHub Actions.
Tabular classification - Python
Sample app that uses a scikit-learn model to predict churn.		Python
scikit-learn
Flask
Tabular regression - Python
Sample app that uses a scikit-learn model to estimate the risk of diabetes.		Python
scikit-learn
Flask

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Monitoring