Published 7/2023
Created by Muhammad Moin
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 34 Lectures ( 11h 16m ) | Size: 4.84 GB
Build Real World LLM powered applications with LangChain, OpenAI, Hugging Face. Create Web Apps with Streamlit.
What you’ll learn
Master the basics of LangChain and the fundamentals of Large Language Models (LLMs)
How to Use LangChain, OpenAI, Llama 2, Hugging Face to Build LLM-Powered Applications.
Learn about LangChain components, including LLM wrappers, prompt templates, chains, agents, memory and document loaders
Learn to apply LLM techniques to personal documents and projects
Learn how to use embeddings and vector data stores.
Learn about FAISS and Similarity Search.
Project: Quiz MCQ Creator Application
Project: YouTube Script Writing Application
Project: PDF Chat App (GUI) | ChatGPT for Your PDF File
Project: Chat with Multiple PDF Documents | Streamlit Application
Project: Summarize PDF Using LangChain, OpenAI & Gradio
Project: YouTube Video Summarizer
Project: PrivateGPT- Chat with your Files Offline and Free
Project: Support Chat Bot For Your Website
Project: Question a Book with (LangChain + Llama 2 + Pinecone)
Requirements
Basic programming experience with Python!
Curiosity to learn AI field
Description
Master LangChain, OpenAI and Hugging Face. Learn to Create hands-on generative LLM-powered applications with LangChain. Create powerful web-based front-ends for your LLM Application using Streamlit.By the end of this course, you will have a solid understanding of the fundamentals of LangChain OpenAI, Llama 2 and HuggingFace. You’ll also be able to create modern front-ends using Streamlit in Python.Dive into hands-on projects that will shape your expertise, including:Project 1: PDF Chat App (GUI) | ChatGPT for Your PDF File – Streamlit Application to chat with your PDF file using LangChain and OpenAI.Project 2: YouTube Script Writing App – Effortlessly create title and script for the YouTube video using LangChain and OpenAIProject 3: MCQ Quiz Creator App – Seamlessly create multiple-choice quizzes for your students using LangChain and OpenAI/ Hugging FaceProject 4: Chat with Multiple PDF Documents | Streamlit Application- Chat with your PDF files using LangChain and OpenAI.Project 5: Support Chat Bot For Your Website – Helps your visitors/customers to find the relevant data or blog links that can be useful to them.Project 6: YouTube Video Summarizer – YouTube Video Summarizer, powered by the dynamic duo of LangChain and OpenAI! In this groundbreaking tool, we have harnessed the cutting-edge capabilities of language processing technology to transform the way you consume YouTube content.Project 7: Summarize PDF Using LangChain, OpenAI and Gradio: Summarize PDF files using Lang Chain and OpenAI and create a sharable web interface using GradioProject 8: PrivateGPT- Chat with your Files Offline and FreeProject 9: Question a Book with (LangChain + Llama 2 + Pinecone): Create a chatbot to chat with Books or with PDF files. using LangChain, Llama 2 Model and Pinecone as vector store.Course Content:In this course, we will explore the capabilities of LangChain, to build scalable and performant AI applications.You will gain in-depth knowledge of LangChain components, including LLM wrappers, Prompt Template, Chains, Agents, Memory and Document Loaders. Additionally, we will delve into embeddings and vector databases
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