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Janvi Kumari

Janvi Kumari

Author: since 26 Feb, 2024 Article: 95 Claps: 2354

Hi, I am Janvi, a passionate data science enthusiast currently working at Analytics Vidhya. My journey into the world of data began with a deep curiosity about how we can extract meaningful insights from complex datasets.

Writes on Generative AI LLMs Machine Learning Generative AI Application Python Data Science AI Agents Python Artificial Intelligence Data Analysis SQL Large Language Models Statistics ChatGPT Deep Learning NLP RAG GenAI Tools Github Guide Langchain Prompt Engineering Prompt Engineering Computer Vision Data Exploration Database Datasets Excel Probability PyTorch Vector Database Algorithm AWS Blockchain Business Intelligence Career chatbot Classification Data Mining Data Visualization Interview Prep Interviews Learning Path Listicle LLMOps MongoDB News Pandas Regression Structured Data Supervised Text Videos Word Embeddings BeginnerAdvancedIntermediate More
  • AI Agents Artificial Intelligence Beginner

    Using CrewAI Planning to Build a Structured Multi-Agent Workflow

    Learn how to use CrewAI's planning feature to create structured, coordinated multi-agent workflows with practical examples.

    Janvi Kumari 03 Dec, 2025
    Using CrewAI Planning to Build a Structured Multi-Agent Workflow
  • Intermediate LLMs

    Introduction to Task Guardrails in CrewAI 

    Learn how to use Task Guardrails in CrewAI to ensure quality and reliability. This guide covers function-based and LLM-based guardrails.

    Janvi Kumari 24 Nov, 2025
    Introduction to Task Guardrails in CrewAI 
  • Beginner Generative AI Generative AI Application RAG

    Gemini API File Search: The Easy Way to Build RAG

    Learn to use Gemini's File Search API to build RAG systems without managing vector databases. Full Python tutorial included.

    Janvi Kumari 26 Nov, 2025
    Gemini API File Search: The Easy Way to Build RAG
  • AI Agents Beginner LLMs

    AI Agents vs LLMs vs RAG 

    Understand the fundamental differences and synergistic relationship between LLMs, RAG and AI Agents. Also, how the are used in synergy.

    Janvi Kumari 31 Oct, 2025
    AI Agents vs LLMs vs RAG 
  • Artificial Intelligence Beginner Machine Learning

    How to Run your ML Notebook on Databricks?

    Learn how to run your ML notebook on Databricks with our guide. We'll cover the Free Edition, cluster setup, and experiment tracking.

    Janvi Kumari 16 Oct, 2025
    How to Run your ML Notebook on Databricks?
  • Advanced Generative AI Generative AI Application LLMs

    Build Your Own Comic Generator using OpenAI + Gemini

    Learn how to build your own comic generator. This guide walks you through a project that turns videos into comics using OpenAI and Python.

    Janvi Kumari 27 Sep, 2025
    Build Your Own Comic Generator using OpenAI + Gemini
  • Business Intelligence SQL

    Using SQL PIVOT Operator to Handle Large Data Easily

    Discover how the SQL Server PIVOT Operator can simplify complex data sets, and how it fares against the use of CASE based aggregation

    Janvi Kumari 21 Aug, 2025
    Using SQL PIVOT Operator to Handle Large Data Easily
  • Advanced LLMs Word Embeddings

    How to Optimize Embeddings for Accurate Retrieval?

    Learn how to optimize embeddings for accurate retrieval. This guide covers choosing an embedding model and using apt similarity measures.

    Janvi Kumari 20 Aug, 2025
    How to Optimize Embeddings for Accurate Retrieval?
  • Advanced Generative AI Python

    Google Gen AI Python SDK: A Complete Guide

    Discover how to use the Google Gen AI Python SDK to create powerful applications, chatbots, and content generators.

    Janvi Kumari 17 Aug, 2025
    Google Gen AI Python SDK: A Complete Guide
  • Intermediate Python

    UV Ultimate Guide: The 100X Faster Python Package Manager

    Achieve unparalleled efficiency in Python development with UV package manager that optimises dependency management like never before

    Janvi Kumari 01 Aug, 2025
    UV Ultimate Guide: The 100X Faster Python Package Manager

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