Build Next Generation LLM Apps
Real tools for building RAGs, Agents, and AI Apps that go to production.
Ecosystem Connected
Eval + Fine Tuning
Deliver Faster with Clear Behaviors
Okareo mitigates risk for teams developing with LLMs/ML and enhances developer productivity. It offers visibility into model and prompt health across teams, fostering confidence that LLMs are consistently improving and trapping deterioration over time.
20+ Built-in Checks
Unlimited Custom Evaluators
CI/CD Ready
Continuous Model Improvement From Error Discovery
Okareo automatically generates and curates data for fine-tuning based on discovered errors. Connect and automate the LLM app build cycle from defining behavior to better model in production.
Build Multi-Model Products
RAG, Multi-Turn Chat, Agent, Any LLM Task
Reliable AI starts during development
Scenario Generation
Generate scenarios that map the boundaries of your model, prompt, function, or chat task.
Evaluations
Draw from a library of checks and analytics tuned for specific model types -- Classification, Retrieval, Generation, etc..
Recent Blogs
How to add LLM Evaluation to your CI workflow
Learn about continuous evaluation and CI/CD LLM evaluation approaches
Optimizing Your RAG - Choose an Embedding Model That Fits Your Data
Explore embedding models based on the type of data retrieval you are building your RAG aronud
Prompting a Driver for Effective Multi-turn Eval
Learn more about task and chat based LLMs and how to evaluate behavior and performance