AGAmbarish Gangulyinblog.ambarishganguly.com·Feb 25 · 4 min readStarter - GENAIBusiness Requirement I am a student and I want answers from my textbooks easily so that I can understand the subject better. Goal Understand Vector Database Understand RAG Understand how to product00
AGAmbarish Gangulyinblog.ambarishganguly.com·Oct 22, 2025 · 2 min readWord EmbeddingsFrom the TensorFlow documentation word embeddings documentation Word embeddings give us a way to use an efficient, dense representation in which similar words have a similar encoding. Importantly, you do not have to specify this encoding by hand. An...00
AGAmbarish Gangulyinblog.ambarishganguly.com·Apr 25, 2025 · 6 min readSolving Business Problems with Agentic RAGBusiness Problem User queries cannot be answered satisfactorily using a single source. We can use a very effective technique called RAG( Retrieval Augmented Generation) for getting the results from a rich context and sending it to a LLM( Large Langua...00
AGAmbarish Gangulyinblog.ambarishganguly.com·Oct 1, 2024 · 2 min readWhy you should participate in Hackathons and Community BuildingFor the last couple of weeks, we participated in 2 events , a hackathon and a showcasing event. You might have guessed the outcome—we won what one of our friends called a "consolation prize." Reflecting on my life, I realize that, except for a few in...00
AGAmbarish Gangulyinblog.ambarishganguly.com·May 13, 2024 · 7 min readUnderstanding BBC News Q&A with Advanced RAG and Microsoft Phi3In this blog, we would be doing question and answering on a news data feed. The blog has 2 parts Conceptual Implementation details which comes as expected with code as well as the full code link Please feel free to choose both or at lea...00
