Plaban NayakinThe AI ForumBuild a Reliable RAG Agent using LangGraphIntroduction13 min read·6 days ago--1--1
Plaban NayakBuild an Advanced Reranking-RAG System Using Llama-Index, Llama 3 and QdrantIntroduction9 min read·Apr 30, 2024--2--2
Plaban NayakinThe AI ForumSupercharge RAG with Contextualized Late InteractionsIntroduction41 min read·Apr 28, 2024----
Plaban NayakinThe AI ForumWhich Vector Database Should You Use? Choosing the Best One for Your NeedsIntroduction9 min read·Apr 19, 2024--6--6
Plaban NayakinThe AI ForumRAG on Complex PDF using LlamaParse, Langchain and GroqRetrieval-Augmented Generation (RAG) is a new approach that leverages Large Language Models (LLMs) to automate knowledge search, synthesis…13 min read·Apr 7, 2024--3--3
Plaban NayakinThe AI ForumImplementing Agentic RAG using LangchainNative RAG12 min read·Mar 31, 2024----
Plaban NayakinThe AI ForumBuilding a Mental Health QA Chatbot Using FalkorDB Knowledge Graph and LlamaIndexIntroduction8 min read·Mar 26, 2024--4--4
Plaban NayakinThe AI ForumImplementing Advanced RAG in Langchain using RAPTORUsually in conventional RAG we often rely on retrieving short contiguous text chunks for retrieval. But when we are working with…283 min read·Mar 23, 2024--2--2
Plaban NayakinThe AI ForumInstruction Fine-Tuning Gemma-2B on Medical Reasoning and Convert the finetuned model into GGUF…Gemma is a family of lightweight, state-of-the-art open models built from the same research and technology used to create the Gemini…33 min read·Mar 10, 2024----