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Evaluating RAG/LLMs in highly technical settings using synthetic QA generation

Jakob Serlier - AI & Systems Engineer | jakobs.dev · published 26 October 2023

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https://learn.microsoft.com/en-us/azure/search/hybrid-search-overview

learn.microsoft.com

https://learn.microsoft.com/en-us/azure/search/vector-search-overview

learn.microsoft.com

https://huggingface.co/voidful/bart-eqg-question-generator

huggingface.co

https://docs.ragas.io/en/latest/getstarted/testset_generation.html

docs.ragas.io

https://github.com/explodinggradients/ragas/blob/727f4b4974b84196b9ac8e37e868278adc2f16dd/src/ragas/testset/testset_generator.py

github.com

https://github.com/Jakob-98/mono/blob/main/python/LLM_and_prompts/technical_qa_generator_from_pdf.py

github.com

http://vieux.tracteurs.free.fr/pdf/Ford_shop_manual_2N_8N_9N.pdf

vieux.tracteurs.free.fr