Vivien Tran Thienindata from the trenchesBeyond Text: Taking Advantage of Rich Information Sources With Multimodal RAGRetrieval augmented generation (RAG) has become a very popular approach for creating question-answering systems based on specific document…7 min read·Jun 6, 2024----
Vivien Tran Thienindata from the trenchesStanding on the shoulders of a giantLeveraging the web to answer open-ended questions9 min read·Feb 5, 2024--1--1
Vivien Tran Thienindata from the trenches7 Text Classification Techniques for Any ScenarioAdd LLMs to Your Text Classification Toolbox7 min read·May 11, 2023----
Vivien Tran Thienindata from the trenchesNo Training Data? No Problem!Locating Objects in Pictures With Little to No Training Examples7 min read·Mar 30, 2023----
Vivien Tran Thienindata from the trenchesDigging Through the Minutiae: Query Your Documents With GPT-3With search engines and now AI assistants like ChatGPT, we have powerful tools to retrieve relevant information from the internet. However…8 min read·Feb 9, 2023----
Vivien Tran Thienindata from the trenchesLeveraging Joint Text-Image Models to Search and Classify ImagesIntroduced by OpenAI in 2021, CLIP is one of the essential elements of the ongoing AI art revolution. But CLIP, a joint text-image model…6 min read·Dec 23, 2022----
Vivien Tran Thienindata from the trenchesSemantic Search: An Overlooked NLP SuperpowerGiven a text corpus, semantic search consists of retrieving texts whose meaning matches a search query. For example, if your search query…5 min read·Oct 27, 2022----