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Building a RAG Pipeline on Excel: Harnessing Qdrant and Open-Source LLMs for Stock Trading Data

Aug 27, 20247 min read

Introduction In today's data-driven world, Excel remains a cornerstone for businesses, containing invaluable insights within its spreadsheets....

Building a RAG Pipeline on Excel: Harnessing Qdrant and Open-Source LLMs for Stock Trading Data

Building Travel Guides from YouTube using CrewAI Multi-Agent

Aug 25, 202413 min read

Introduction In today’s digital age, planning a vacation often involves extensive online research. YouTube has a lot of travel videos that give you...

Building Travel Guides from YouTube using CrewAI Multi-Agent

Building a Multi-Agent System for writing blogs using CrewAI

Aug 19, 202412 min read

Introduction An AI agent is a sophisticated software entity designed to perform tasks autonomously or semi-autonomously by perceiving its environment,...

Building a Multi-Agent System for writing blogs using CrewAI

Guide to Building a QA RAG AI for Enterprises Using Spring AI, Qdrant, and Gemma-7B

Apr 10, 202413 min read

In this tutorial, we will build a Question Answering RAG application in Spring AI. Spring AI simplifies building AI-powered applications. It leverages...

Guide to Building a QA RAG AI for Enterprises Using Spring AI, Qdrant, and Gemma-7B

Fine Tuning vs. RAG (Retrieval-Augmented Generation)

Sep 9, 20238 min read

There are two approaches to using large language models (LLMs) on our data: Fine-tuning RAG (Retrieval-Augmented Generation) Fine-tuning involves...

Fine Tuning vs. RAG (Retrieval-Augmented Generation)

Building LLM ChatBot using Langchain

Jul 16, 20238 min read

In this blog, I have discussed how to build a Chatbot using Langchain. This is a simplified version of an order-taking bot. Right now it does not...

Building LLM ChatBot using Langchain