PinnedIva @ Tesla InstituteinArtificialisNotes on Abstractive Summarization: PegasusXSUM and T5Recently, it has become increasingly common to pre-train the entire model on a data-rich task. Ideally, this pre-training causes the model…May 14, 20221May 14, 20221
PinnedIva @ Tesla InstituteinArtificialisHow AI recommends movies for you — a look under the hood utilizing TF-IDF and Cosine Similarity.In this blog post, we will explore the use of two powerful natural language processing techniques, TF-IDF and Cosine Similarity, to build…Jan 21, 2023Jan 21, 2023
PinnedIva @ Tesla InstituteLibrary Engine: Full Stack Recommendation System with Vector Search for Books pt.1— from prototyping in Python to production in Rust. Built w/Qdrant.Jul 211Jul 211
PinnedIva @ Tesla InstituteinArtificialisShrimper — A Small Search Engine Crafted in RustINTRODUCTIONFeb 121Feb 121
PinnedIva @ Tesla InstituteLlamaIndex RAG-AGENT: Query and summarize over database.IntroductionDec 13, 20231Dec 13, 20231
Iva @ Tesla InstituteIn-Depth Comparison: LangChain and LlamaIndexLlamaIndex and LangChain — frameworks designed for developing applications powered by large language models, each with distinct strengths…Jul 1Jul 1
Iva @ Tesla InstituteinArtificialisReviving the Classics: Why Convolutional Models Still Shine in the Age of Transformers.The rise of Transformer models has taken the machine learning world by storm, overshadowing many other techniques that have proven their…May 17May 17
Iva @ Tesla InstituteinArtificialisAI Assistants via OpenAI and Hugging Face APIquick hands-on tutorialJan 10Jan 10
Iva @ Tesla InstituteSwiftly Fetch-and-Summarize Web Content, by GPT-4Rapid API for text extraction and Hugging Face Inference API for summarizationNov 26, 2023Nov 26, 2023
Iva @ Tesla InstituteinTowards AIEmbedchain In Action.Imagine developing a bot that can provide insights from a trending YouTube documentary and knowledge from a classic literature piece and…Oct 11, 2023Oct 11, 2023