Tutorials#

primeqa

New to PrimeQA? Trying to figure out how to use the various components?

No worries we got you covered. These tutorials will get you acquainted with the PrimeQA functionalities in order for you to create your next awesome search application.

Tutorials#

Name

Colab

Source Code

Index your document collection with DPR

Open In Colab

01_Index_Documents_with_DPR.ipynb

Generative QA: Retrieve and Generate (RAG) with Neural retrievers and readers from either HuggingFace or OpenAI models

Open In Colab

02_Retrieve_and_Generate_Answers_to_Questions_with_RAG.ipynb

Bring your own search and re-rank with PrimeQA embeddings

Open In Colab

03_ReRank_search_results.ipynb

Build QA models by fine-tuning LLMs with QLORA algorithm

Open In Colab

04_Finetune_LLM_for_QA_with_QLORA.ipynb