← All projects

AI EVALUATION

Devometric.

Make retrieval quality something you can inspect.

RAGEvaluationsOllama
01

Prepare a dataset

02

Run retrieval

03

Evaluate answers

04

Review findings

01 / THE PROBLEM

Start with the friction.

A retrieval-augmented application needs a way to assess answer quality and examine how it behaves with untrusted input.

02 / THE APPROACH

Build a connected system.

An MIT-licensed RAG assessment platform with an evaluation harness, prompt-injection protection and support for airgapped runs using Ollama.

03 / THE OUTCOME

Keep the scope visible.

The project brings evaluation and local execution into the assessment workflow. This overview describes capabilities documented in the previous portfolio; no performance or accuracy benchmark is claimed here.

A SIMILAR CHALLENGE?

Let’s work through it.

Talk to Risto