LangChain MasterClass- OpenAI LLAMA 2 LLM AI Apps|| Gen AI
What you'll learn
- Helps you to create LLM powered applications usimg Langchain that will help you save time and increase efficiency
- By the end of the course , you will be capable of working on langchain LLM real time projects
- Explore useful concepts that can be used in your Langchain projects
- You will gain a solid understanding of LangChain components like LLM wrappers, prompt templates, and Memory.
- Additionally, we will delve into the concept of embeddings and vector data stores, learning how to utilize them effectively to enhance the performance of LangCh
- Project 1: Construct a question-answering application powered by LLM using LangChain, OpenAI, and Hugging Face Spaces.
- Project 2: Develop a conversational bot using LangChain,LLM and OpenAI.
- Project 3: Build an AI-powered app for kids that helps them find similar classes of things.
- Project 4: Create a marketing campaign app focused on increasing sales through well-crafted sales copy.
- Project 5: Develop a ChatGPT clone with a summarization option, offering a useful chatbot experience.
- Project 6 - MCQ Quiz Creator App - Helps you create MCQs for your students
- Project 7: CSV Data Analysis Toll - Helps you analyze your CSV file by answering your queries about its data.
- Project 8: Youtube Script Writing Tool - Effortlessly create compelling YouTube scripts with this user-friendly and efficient script-writing tool.
- Project 9 - 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 10 - Automatic Ticket Classification Tool - The Automatic Ticket Classification Tool categorizes support tickets based on content to streamline ticket m
- Project #11 - HR - Resume Screening Assistance - HR project using AI to assist in screening resumes, optimizing the hiring process with smart analysis and reco
Requirements
- A little programming / coding knowledge is required
- Curiosity to learn AI field
Description
Unlock the Power of AI with LangChain: Learn to Create Revolutionary Language-Based Applications
Looking to harness the full potential of AI and revolutionize the world of language-based applications? Look no further than LangChain, the comprehensive course designed to transform you from a novice to an expert in record time.
Gen AI apps and LLM projects!
Dive into hands-on projects that will shape your expertise, including:
Project 1: Construct a dynamic question-answering application with the unparalleled capabilities of LangChain, OpenAI, and Hugging Face Spaces, Google Gemini Pro .
Project 2: Develop an engaging conversational bot using LangChain and OpenAI to deliver an interactive user experience.
Project 3: Create an AI-powered app tailored for children, facilitating the discovery of related classes of objects and fostering educational growth.
Project 4: Build a captivating marketing campaign app that utilizes the persuasive potential of well-crafted sales copy, boosting sales and brand reach.
Project 5: Develop a ChatGPT clone with an added summarization feature, delivering a versatile and invaluable chatbot experience.
Project 6: MCQ Quiz Creator App - Seamlessly create multiple-choice quizzes for your students using LangChain and Pinecone.
Project 7: CSV Data Analysis Toll - Helps you analyze your CSV file by answering your queries about its data.
Project 8: Youtube Script Writing Tool - Effortlessly create compelling YouTube scripts with this user-friendly and efficient script-writing tool.
Project 9 - 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 10 - Automatic Ticket Classification Tool - The Automatic Ticket Classification Tool categorizes support tickets based on content to streamline ticket management and response processes.
Project 11 - HR - Resume Screening Assistance - HR project using AI to assist in screening resumes, optimizing the hiring process with smart analysis and recommendations
Project 12 - Email Generator using LLAMA 2- The Email Generator is a tool that automatically creates customized emails, saving time and effort in crafting personalized messages.
Project 13 - Invoice Extraction Bot using LLAMA 2- Invoice Extraction Bot: AI-powered tool that extracts key details from invoices accurately and efficiently. Simplify your data entry process.
Course Content:
In this course, we will explore the capabilities of LangChain, an open-source framework that combines LLMs like GPT-4 with external computation and data sources to build scalable and performant AI applications.
You will gain in-depth knowledge of LangChain components, including LLM wrappers, Chains, and Agents. Additionally, we will delve into embeddings and vector databases, with a focus on Pinecone.
Through a learning-by-doing approach, we will collaboratively build real-world LLM applications using Python, LangChain, and OpenAI, complete with modern web app front-ends developed with Streamlit.
Course Highlights:
Unlock the true potential of LangChain, LLMs, Google Gemini Pro , Chat Models, Prompts, Indexes, Data Connections, Chains, Agents, and Memory.
Harness the power of LLMs and LangChain to develop robust applications, integrating cognitive and information sources with Pinecone.
Explore new horizons and unleash unprecedented possibilities with LangChain and Google Gemini Pro , Pinecone-powered applications.
Who this course is for:
- Anyone who is excited to buil;d AI powered LLM apps using Langchain
- Someone who is planning to start his a career as an LangChiain Professional and would like to explore the tool.
- AI Enthusiast
Instructor
- 4.4 Instructor Rating
- 3,145 Reviews
- 34,579 Students
- 5 Courses
I am an engineer by profession and by heart :)
It's been 8+ years since I have been working with software development, robotic process automation and AI app’s implementation.
I have implemented close to 80+ RPA processes in total by using Uipath & Microsoft Power Automate.
And also build AI powered apps using different technologies!
It is so true that someone learns more by not reading something but by practicing the skill.
I have been trying to understand exactly where people who are just starting out their career struggle and understand the pain of struggling for hours trying to figure something out.
I can help you with that.
Having a passion to share my piece of content, I have created step-by-step easy-to-digest courses.
My goal is to help you get ready for the future by learning new talents and becoming more productive by providing you with relevant and useful courses.
I'm still learning and exploring my field of work :)
Every feedback should be as valuable as you are to me, please feel free to reach out to me if you have any feedback, questions, or need any help. Thank You...