PinnedJayita BhattacharyyainGoPenAIPrimer on Vector Databases and Retrieval-Augmented Generation (RAG) using Langchain, Pinecone &…Vector Databases Generation (RAG) Langchain Pinecone HuggingFace Large Language model generative ai9 min read·Aug 16, 2023--2--2
PinnedJayita BhattacharyyainArtificial Intelligence in Plain EnglishLLM Inference Optimization TechniquesLarge language models (LLMs) have become increasingly popular in recent times due to their impressive performance on a wide range of…9 min read·Sep 12, 2023--1--1
PinnedJayita BhattacharyyainArtificial Intelligence in Plain EnglishGenerative AI & LLMs Landscape — Building FMs, Prompting, VectorDB, Hallucinations, Reasoning and…Generative AI & LLMs Landscape — Building FMs, Prompting, VectorDB, Hallucinations, Reasoning21 min read·Aug 16, 2023--1--1
Jayita BhattacharyyaBuilding 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 approaches11 min read·2 days ago----
Jayita BhattacharyyainCodeXA 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…3 min read·May 6, 2024----
Jayita BhattacharyyaHitaya — Informatica Data Engineering Hackathon 2024Introduction8 min read·Apr 17, 2024----
Jayita BhattacharyyaNavigating 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…4 min read·Jan 10, 2024--1--1
Jayita BhattacharyyaBuilding 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…4 min read·Jun 22, 2023----
Jayita BhattacharyyaMojo🔥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…5 min read·Jun 17, 2023----
Jayita BhattacharyyaIs Responsible Generative AI a Myth?With the revolution that recent generative AI systems have brought in, it is time to emphasize more towards building responsible…5 min read·Jun 1, 2023----