π― The Experiment
Class in Vectorboard
Experiment
classβthe heart of your RAG and LLM optimization journey. This class takes care of running individual experiments and logging key metrics like run time and embedding time. Letβs dive right in!
params
(dict)index
(int)documents
(list)Loader
.
vectorstore_list
(list)retrievers_list
(list)chain
(object)RetrievalQA
.
query_results
(dict)run_time
(float)embedding_time
(float)__init__
run()
_evaluate()