Shashank VatsGraphRAG: From Local to GlobalRetrieval-Augmented Generation (RAG) is a technique to search for information based on a user query, where a language model retrieves…2h ago2h ago
Shashank Vatsin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨A Step By Step Guide To TransformersIn 2017, Google released the paper titled Attention is all you need Vaswani et al. that ushered a new era in the world of machine learning…Nov 22, 2023Nov 22, 2023
Shashank Vatsin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Semantic Search: Hands On Text to Image Search Using CLIP and FAISSPhoto by Evgeni Tcherkasski on UnsplashJun 19, 20232Jun 19, 20232
Shashank Vatsin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨A Guide to Fine-Tuning CLIP Models with Custom DataArtificial intelligence and machine learning have come a long way in recent years, with advances in the field allowing researchers and…Jun 1, 20234Jun 1, 20234
Shashank Vatsin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨The Power of Vector Databases: Organizing Information at Lightning SpeedIn recent weeks, there’s been a surge in investors’ interest in vector databases. In the last few months (as of May’23), the vector…May 7, 20234May 7, 20234
Shashank VatsQuerying a Wikipedia page with Langchain and StreamlitIntroductionMay 1, 20231May 1, 20231
Shashank Vatsin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Unleashing the Potential of Zero-Shot Classification with Contrastive LearningWhat is Zero-Shot Classification?Apr 23, 2023Apr 23, 2023
Shashank VatsTeaching a Chatbot to Understand Your Documents: A Streamlit and OpenAI ImplementationChatbots have been around for a while, but they have recently become a popular tool for businesses to improve customer support and…Apr 16, 20232Apr 16, 20232