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 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 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 AIMaximizing LangChain Efficiency: Agents and ReAct Method Review.Human intelligence is unique in its ability to combine task-oriented actions with verbal reasoning. This allows us to learn new tasks…Apr 26, 20232Apr 26, 20232
Iva @ Tesla InstituteinArtificialisBuild Your Own ChatGPT Bot with Internet Access and Memory using LangChain and Gradio.As a researcher in the field of conversational AI, I have observed the progression of chatbots and their integration into our daily lives…Apr 14, 2023Apr 14, 2023
Iva @ Tesla InstituteinArtificialisCrafting an Engaging Chatbot: Harnessing the Power of Alpaca and LangChain.In recent years, chatbots have become an integral part of our digital lives, streamlining customer service, enhancing user experiences, and…Mar 27, 20231Mar 27, 20231