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BALA GOPAL REDDY PEDDIREDDY
United States
เข้าร่วมเมื่อ 7 ส.ค. 2024
I'm Bala Gopal Reddy Peddireddy, a data scientist driven by a passion for creating useful applications that can make a real difference.
Welcome to my channel! Here, we explore and understand the cutting-edge fields of Artificial Intelligence and Data Science. My aim is to provide accessible, free education on advanced technologies, sharing practical content that simplifies complex topics for a more hands-on, approachable understanding. From AI and machine learning to data science applications, my goal is to equip you with the knowledge and tools needed to navigate and thrive in the world of tomorrow’s tech.
Welcome to my channel! Here, we explore and understand the cutting-edge fields of Artificial Intelligence and Data Science. My aim is to provide accessible, free education on advanced technologies, sharing practical content that simplifies complex topics for a more hands-on, approachable understanding. From AI and machine learning to data science applications, my goal is to equip you with the knowledge and tools needed to navigate and thrive in the world of tomorrow’s tech.
REST API: The Secret Behind Gen-AI Communication & Integration
REST APIs are the backbone of communication for Generative AI applications like ChatGPT and Gemini. But why are they the preferred choice?
This video dives deep into: what REST APIs are, their design principles, and how each principle benefits Gen-AI apps. We also break down the request and response format in JSON, explain all HTTP methods with real-world examples. Whether you're a beginner or building AI-powered solutions, this video has everything you need to get started!
Chapters:
00:00:00 Introduction
00:01:00 Example of Rest API
00:01:33 What is Rest API?
00:04:30 Design Principles
00:08:47 Request Format
00:11:35 Response Format
00:13:30 CRUD Operations
00:16:25 Conclusion
#RESTAPI #GenAI #APIDesign #WebDevelopment #ArtificialIntelligence #GenerativeAI #AIIntegration #JSON #HTTPMethods #TechExplained #Programming #APITutorial
This video dives deep into: what REST APIs are, their design principles, and how each principle benefits Gen-AI apps. We also break down the request and response format in JSON, explain all HTTP methods with real-world examples. Whether you're a beginner or building AI-powered solutions, this video has everything you need to get started!
Chapters:
00:00:00 Introduction
00:01:00 Example of Rest API
00:01:33 What is Rest API?
00:04:30 Design Principles
00:08:47 Request Format
00:11:35 Response Format
00:13:30 CRUD Operations
00:16:25 Conclusion
#RESTAPI #GenAI #APIDesign #WebDevelopment #ArtificialIntelligence #GenerativeAI #AIIntegration #JSON #HTTPMethods #TechExplained #Programming #APITutorial
มุมมอง: 87
วีดีโอ
AI Agents Project with LangGraph & LangChain: Multi Agent Workflow (Part-1)
มุมมอง 20812 ชั่วโมงที่ผ่านมา
In Part-2 of the Multi-Agent Architecture, we take a hands-on approach to building the system. Explore how to create nodes and edges for key roles like supervisor, enhancer, coder, researcher, and validation. Watch as we connect these components into a workflow and enable streaming functionality. A must-watch for those interested in designing advanced multi-agent frameworks! Source Code Link: g...
AI Agents Project with LangGraph & LangChain: Multi Agent Workflow (Part-1)
มุมมอง 60612 ชั่วโมงที่ผ่านมา
Dive into the fascinating world of Multi-Agent Architecture Practical Implementation in this comprehensive Part-1 video! We’ll break down the concept with an example, showcasing a live demo of the workflow. Learn how to import essential packages, initialize the LLM, and define the tools that power the architecture. Perfect for anyone looking to understand the foundations of this cutting-edge ap...
AI Agents Project with LangGraph & LangChain: Plan & Execute Workflow (Part-2)
มุมมอง 826วันที่ผ่านมา
In this continuation of the AI Agents: Plan & Execute Workflow series, we dive deeper into building intelligent agents by focusing on the following chapters. Source Code Link: github.com/balupeddireddy08/AI-Agents_Plan_and_Execute/blob/main/AI_Agents_Plan_and_Execute.ipynb AI Agents Video: th-cam.com/video/xClcLygWhvU/w-d-xo.html Add Tools to AI Agent: th-cam.com/video/7VRpKYuP4uI/w-d-xo.html C...
AI Agents Project with LangGraph & LangChain: Plan & Execute Workflow (Part-1)
มุมมอง 1.2Kวันที่ผ่านมา
In this video, we explore the Plan & Execute Workflow for AI agents, breaking down its essential components and advantages. Whether you're a beginner or an experienced developer, this video provides a step-by-step guide to building powerful AI agents. Stay tuned for Part-2! Source Code Link: github.com/balupeddireddy08/AI-Agents_Plan_and_Execute/blob/main/AI_Agents_Plan_and_Execute.ipynb AI Age...
Agentic RAG: A New Era of AI
มุมมอง 72121 วันที่ผ่านมา
Learn how Agentic RAG is transforming the AI landscape by empowering machines to think, reason, and act autonomously. Explore the key concepts, architecture, and benefits of this cutting-edge technology. Link of the presentation:github.com/balupeddireddy08/Agentic-RAG Link of GenAI Playlist:th-cam.com/play/PLYDAwdMo1C0D4OBFaeMzQXloPQQOY7bOI.html Chapters: 00:00:00 Introduction 00:00:50 Flowchar...
What is RAG? A Simple Guide to Retrieval-Augmented Generation
มุมมอง 22821 วันที่ผ่านมา
This video covers Retrieval-Augmented Generation (RAG). Learn what RAG is, how it solves the limitations of traditional language models, and get a clear explanation of its flowchart. We also explore various scenarios where RAG can be helpful. A simple and easy-to-follow guide to understanding RAG! Link for Presentation: prezi.com/view/112PVIYWMkpBWmrIRauz/ Link of Research Paper: research.faceb...
Hallucinations in AI: How Large Language Models Get It Wrong!
มุมมอง 10921 วันที่ผ่านมา
Discover the fascinating phenomenon of hallucinations in AI! Learn how Large Language Models sometimes provide false or misleading outputs, why it happens, and how we can detect and fix these errors. Perfect for AI enthusiasts and curious learners! Link for the Presentation: github.com/balupeddireddy08/Hallucination_of_LLMs/ Chapters: 00:00:00 Comparison between Humans and LLMs 00:01:40 Causes ...
AI Agents 101: A Beginner's Guide to start GenAI
มุมมอง 394หลายเดือนก่อน
AI agents are shaping the future of technology, but what are they? In this video, I’ll explain the basics of AI agents, their evolution, and architecture, as well as their role in autonomous decision-making. Whether you’re a tech enthusiast or a student, this video will give you a clear understanding of AI agents and their potential. Link for the Presentation: github.com/balupeddireddy08/AI_Age...
Build an Interactive LLM Agent Chatbot with LangGraph, ChatGroq, and Streamlit
มุมมอง 305หลายเดือนก่อน
Learn how to combine LangGraph, ChatGroq, and Streamlit to build a chatbot from scratch. In this tutorial, I’ll guide you through each part of the code, explain how to use the add_messages function, set up the graph with StateGraph, and create a user-friendly chat interface. Whether you’re new to LangGraph or just looking to enhance your chatbot skills, this video has everything you need! Link ...
Building a LLM Agent Chatbot with LangGraph: Adding Tools and Real-World Functionality!
มุมมอง 296หลายเดือนก่อน
In this video, I'll walk you through building a versatile chatbot with Python, using large language models and integrating advanced tools. We'll cover each step, from installing essential libraries like LangChain and LangGraph, to adding powerful tools that allow the chatbot to fetch real-time information and execute Python code. By the end, you'll have a chatbot that goes beyond simple respons...
Building a LLM Agent Chatbot with LangGraph and LLMs | Step-by-Step Guide
มุมมอง 4492 หลายเดือนก่อน
Description: "Hey everyone! In this video, I’ll walk you through creating a chatbot from scratch using LangGraph and Groq's LLMs, powered by LangChain. We’ll cover each step in detail-from installing essential libraries and setting up the API key to managing conversation state with LangGraph. You'll learn how to build a state graph, define the chatbot function, and set up a real-time conversati...
LLM App: Building a RAG Q&A System with Streamlit, FAISS, and Hugging Face
มุมมอง 9853 หลายเดือนก่อน
LLM App: Building a RAG Q&A System with Streamlit, FAISS, and Hugging Face
Prompt Templates for LLMs: A Practical LangChain Guide
มุมมอง 1974 หลายเดือนก่อน
Prompt Templates for LLMs: A Practical LangChain Guide
LLM App with Python, Langchain, Hugging Face, and Streamlit: AI Blog Generator
มุมมอง 1.8K4 หลายเดือนก่อน
LLM App with Python, Langchain, Hugging Face, and Streamlit: AI Blog Generator