Use cases
Response evaluation is useful when performing tasks like the following:- Understanding how well the Pinecone Assistant captures the facts of the ground truth answer.
- Comparing the Pinecone Assistant’s answers to those of another RAG system.
- Comparing the answers of your own RAG system to those of the Pinecone Assistant or another RAG system.
SDK support
You can evaluate responses directly or through the Pinecone Python SDK.Request
The request body requires the following fields:
For example:
Response
Metrics
Calculated scores between0 to 1 are returned for the following metrics: