PinnedInGoPenAIbyJayita Bhattacharyya·May 16, 2024Building a RAG Chatbot using Llamaindex, Groq with Llama3 & ChainlitRetrieval Augmented Generation (RAG) is a language model that combines the strengths of retrieval-based and generation-based approachesA response icon4A response icon4
PinnedInGoPenAIbyJayita Bhattacharyya·Aug 16, 2023Primer on Vector Databases and Retrieval-Augmented Generation (RAG) using Langchain, Pinecone &…Vector Databases Generation (RAG) Langchain Pinecone HuggingFace Large Language model generative aiA response icon2A response icon2
PinnedInArtificial Intelligence in Plain EnglishbyJayita Bhattacharyya·Sep 12, 2023LLM Inference Optimization TechniquesLarge language models (LLMs) have become increasingly popular in recent times due to their impressive performance on a wide range of…A response icon1A response icon1
PinnedInArtificial Intelligence in Plain EnglishbyJayita Bhattacharyya·Aug 16, 2023Generative AI & LLMs Landscape — Building FMs, Prompting, VectorDB, Hallucinations, Reasoning and…Generative AI & LLMs Landscape — Building FMs, Prompting, VectorDB, Hallucinations, ReasoningA response icon1A response icon1
Jayita Bhattacharyya·Oct 7, 2025Enterprise-Grade AI: A Visual Deep-Dive into Advanced Retrieval-Augmented GenerationEnterprises are rapidly adopting Large Language Models (LLMs) to unlock new efficiencies and capabilities. However, the strategic challenge…
InCodeXbyJayita Bhattacharyya·May 6, 2024A Brief Comparison of Vector DatabasesIn this supercharged era of RAG (Retrieval Augmented Generation) fueled by LLMs (Large Language Models), let's look at the roots or surface…A response icon1A response icon1
Jayita Bhattacharyya·Jan 10, 2024Navigating the Frontier of LLMOps: Transforming Language Models into Operational ExcellenceIn the ever-evolving landscape of artificial intelligence, Large Language Models (LLMs) have emerged as powerful tools, reshaping the way…A response icon1A response icon1
Jayita Bhattacharyya·Jun 22, 2023Building an Advanced Object Detection Application for Autonomous Vehicles: YOLOv7, Intel PyTorchAutonomous vehicles have revolutionized the automotive industry, promising safer and more efficient transportation. One of the key…
Jayita Bhattacharyya·Jun 17, 2023Mojo🔥by Modular & its new AI ecosystemIt's exciting to see the world of AI revolutionizing day by day with more powerful tools being built. At the same time, there are…
