Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2
Build Real World LLM powered applications with LangChain, OpenAI, Llama2, Hugging Face. Create Web Apps with Streamlit.
4.06 (311 reviews)
2,588
students
18 hours
content
Dec 2023
last update
$79.99
regular price
What you will 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.
Learn about Pinecone and ChromaDB
Project: Create a Simple Chatbot with Llama 2 and LangChain
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)
Project: Create a chatbot to chat with multiple documents including pdf, .docs, .txt using Llama 2 , LangChain/ OpenAI and ChromaDB
Project: Create a Custom Chatbot for any Website with LangChain and Llama 2/ OpenAI
Project: Creating a Flask API for Automatic Content Summarization using LangChain and Llama 2/ Open AI
Fine-Tune Llama 2 Model with LangChain on Custom Dataset
Introducing 'GPT-LLM-Trainer' ā the world's simplest way to train a task-specific model. Just input your idea, and let the AI do the rest.
Project: Create a Medical Chatbot with Llama2, Pinecone and LangChain
Project: ChatCSV App - Chat with CSV files using LangChain and Llama 2
Project: Chat with Multiple PDFs using Llama 2, Pinecone and LangChain
Project: Source Code Analysis with LangChain, OpenAI and ChromaDB
Project: Run Code Llama on CPU and Create a Web App with Gradio
Run PaLM 2 in Google Colab | How to use Free Google PaLM API
Project: Chat with Multiple PDFs using PaLM 2, Pinecone and LangChain
Project: Streamlit App | Chat with Multiple PDFs using PaLM 2, FAISS and LangChain
Project: Chat with Your Documents using Llama-Index and Google PaLM 2
Why take this course?
š **Course Title:** Learn LangChain: Build Real World LLM Apps using OpenAI & Llama 2 š
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š **Course Headline:**
_Build Web Apps with Streamlit. Master LangChain, OpenAI, Llama 2, and Hugging Face to create generative AI applications that can revolutionize the way you interact with data! š_
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**Course Description:**
Embark on a journey to master the art of integrating state-of-the-art language models (LLMs) into powerful, real-world applications with our comprehensive course on LangChain, OpenAI, Llama 2, and Hugging Face. By the end of this course, you will have a solid understanding of these cutting-edge tools and be able to create modern front-ends using Streamlit in Python.
Why Take This Course? - **Hands-on Experience:** Engage with practical projects that will sharpen your expertise. - **Diverse Applications:** From chatbots to content summarizers, learn to build a variety of applications using LLMs. - **Skill Development:** Gain knowledge on LangChain components, embeddings, vector databases, and more. - **Industry-Relevant Tools:** Utilize OpenAI's models, Llama 2, Hugging Face, Streamlit, Gradio, FAISS, Pinecone, and ChromaDB to build your applications. - **Flexible Learning:** Access course materials at your own pace, from anywhere in the world. **Project Highlights:** 1. š¤ **Simple Chatbot with Llama 2 and LangChain** - Your first step into AI chatbots. 2. š **PDF Chat App (GUI) | ChatGPT for Your PDF File** - An interactive Streamlit application to chat with your PDF documents using LangChain and OpenAI. 3. š **YouTube Script Writing App** - Easily create titles and scripts for YouTube videos with the help of LangChain and OpenAI. 4. š« **MCQ Quiz Creator App** - A seamless tool to create engaging quizzes using LangChain and OpenAI/Hugging Face. 5. š **Chat with Multiple PDF Documents | Streamlit Application** - Chat with your PDF documents using LangChain and OpenAI. 6. š ļø **Support Chat Bot For Your Website** - A helpful bot to assist visitors or customers on your website. 7. šæ **YouTube Video Summarizer** - A tool that transforms the way you consume YouTube content using LangChain and OpenAI. 8. š **Summarize PDF Using LangChain, OpenAI, and Gradio** - A web interface to summarize PDF files using advanced AI technologies. 9. š **PrivateGPT** - Run Llama 2 on your CPU and create a web app with Gradio for private use. 10. š **Source Code Analysis with LangChain, OpenAI, and ChromaDB** - Analyze codebase using AI to improve your development workflow. --- **Course Content:** - **LangChain Components:** Dive deep into LLM wrappers, Prompt Templates, Chains, Agents, Memory, and Document Loaders. - **Embeddings and Vector Databases:** Learn how to integrate embeddings and work with vector databases to enhance your applications. - **Practical Applications:** Build scalable and performant AI applications with LangChain and a variety of other tools and libraries. --- š **Who is this course for?** - Developers looking to expand their knowledge in AI and machine learning. - Data scientists aiming to build interactive and powerful AI applications. - Entrepreneurs or product managers who want to integrate AI into their products or services. - Anyone interested in the latest advancements in AI, language models, and natural language processing (NLP). --- Join us on this exciting learning journey to unlock the full potential of LangChain, OpenAI, Llama 2, and Hugging Face, and become an expert in building next-generation AI applications with Streamlit! ššScreenshots
Reviews
Tanmay
September 18, 2023
person repeats the sentences multiple times. unnecessarily repetitive sentences makes video longer. he talks as if he is reading a script rather than teaching
Wences
September 17, 2023
Very repetitive, very repetitive, no new information because very repetitive. Repeating the same thing again and again, very repetitive. Because its repetitive and repeating the same thing, not getting new information. Wish there was more preparation so that you can avoid being repetitive. Hope you understand how irritating it is to be repetitive and repeating the same thing again and again.
Shakalaksi
September 2, 2023
Really amazing course, The course instructor is very knowledgeable and poccess a good grasp of the core concepts. Overall i believe its a good course to learn large language models and langchain
Ushter
August 31, 2023
Superb Course
The course content is covered in detail. A detailed reasoning is also provided a lot of effort has been pulled in the course
Best of luck
Hamid
August 31, 2023
The course content is simply awesome, alot of effort has been put up by the instructor in this course. The course description and all the required files are provided. The instructor responds to the Q/ANS as well. So i think its a best course to be enrolled in
Thanks
Cuiden
August 27, 2023
The courses content is very amazing. Through out explanation is provided as well. Really amazing course keep going sir
All the best
Ronen
August 25, 2023
in some videos there is a repetitive section ( talkin gwise ) - but in general its ok
Very nice examples that one can reuse
Saqib
August 21, 2023
The course content is amazing, the instructor teaching style is very engaging and the concepts are explained in a very well way as expected so overall a very good course to learn langchain
Robert
August 13, 2023
Very good content, including LangChain, LLM's, and ChatBot architecture. The lectures are very well done.
Tim
August 6, 2023
The course content is awesome I can see a lot of hardwork has been put up the instructor, Super amazing keeping bringing more courses like this
Nejka
August 5, 2023
The course has a lot of examples but they are very generic, not really an improvement on what you can find on youtube
Sa
August 4, 2023
Great course, with clear instructions. Moin sir explained every concept very clearly and one of the best courses on langchain
Iftikhar
August 3, 2023
The instructor is knowledgeable and has a good grasp on langchain and llms and he also updates the course regularly and adds new content which is amazing
Khalil
August 1, 2023
If you want to Learn LangChain by creating LLM Applications then this is the best course on this platform, I highly recommend this course
Thanks
Ammar
July 30, 2023
The course content is amazing, different applications are built and the indepth explanation is being provided by the author
Thank you for this amazing course
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5456432
udemy ID
7/21/2023
course created date
7/30/2023
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