Master LangChain -Build AI Apps-OpenAI, LLAMA2 & HuggingFace
Learn End to End Next-Gen AI projects - Beginner friendly - Langchain , Pinecone - OpenAI, HuggingFace & LLAMA 2 models
Lectures -111
Resources -25
Duration -9.5 hours
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Course Description
Are you interested in harnessing the power of AI to create groundbreaking language-based applications?
Look no further than LangChain - a comprehensive course that will take you from a novice to an expert in no time.
By implementing AI applications powered with state-of-the-art LLM models like OpenAI and Hugging Face using Python, you will embark on an exciting project-based learning journey.
With LangChain, you will gain the skills and knowledge necessary to develop innovative LLM solutions for a wide range of problems.
Here are some of the projects we will work on:
Project 1: Construct a dynamic question-answering application with the unparalleled capabilities of LangChain, OpenAI, and Hugging Face Spaces.
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.
Project 14 - Text to SQL Query Helper Tool: Convert natural language text into structured SQL queries effortlessly using the Text to SQL Query Tool for streamlined database interaction and data retrieval.
Project 15 - Customer Care Call Summary Alert - Concise notification highlighting key points and outcomes from recent customer service calls, aiding quick understanding and response
This course is designed to provide you with a complete understanding of LangChain, starting from the basics and progressing toward creating practical LLM-powered applications.
LangChain empowers programmers to fully utilize large language models, such as ChatGPT, pinecone, LLAMA 2, and Huggingface, and seamlessly integrate them with external data sources. This integration enhances the models' ability to comprehend and respond to human language.
Built with Python, LangChain offers a user-friendly interface tailored specifically for beginners, making it accessible to aspiring developers.
Course Overview:
Aspiring to build sophisticated language-based applications
LangChain is the perfect library for you.
Move beyond basic techniques like keyword matching or rule-based systems and maximize your reach by langchain.
Leverage the power of LLMs, and applications using LangChain and combine them with cognitive or information sources & pinecone.
Unlock tremendous potential and explore new possibilities with applications using LangChain and Pinecone.
Course Contents:
LangChain
LLMs
Chat Models
Prompts
Indexes
Chains
Agents
Memory
But this isn't just a theory-based course; it's a hands-on experience. You will engage in practical activities and real-world projects, reinforcing your understanding of these concepts and techniques.
By the end of the course, you will be equipped with the skills to apply Langchain effectively, building robust, pinecone, powerful, and scalable LLM applications for various purposes.
Don't miss this opportunity to become a language model expert.
Enroll in the LangChain course and embark on a transformative journey that will elevate your AI app development skills. LangChain , OpenAI , ChatGPT , LLM, langchain pinecone , LLAMA 2 , HuggingfacePython - these are the tools that will empower you to create cutting-edge AI applications that push the boundaries of what's possible.
Get ready to unlock your full potential and become a hero in the world of language-based AI development through langchain.
You will do practical activities and real-world projects throughout the applications using LangChain pinecone course to strengthen your understanding of the concepts and techniques.
You will be competent in applying Langchain pinecone to build strong, effective, and scalable LLM applications for a variety of uses by the end of the course.
Who this course is for:
- Someone who ready to explore the AI world
Goals
What will you learn in this course:
- Develop Langchain based AI apps
- Implement LLM powered apps
- Learn Langchain from end to end
- Complete project based approach
Prerequisites
What are the prerequisites for this course?
- AI Enthusiast
- Basic Python Programming
Curriculum
Check out the detailed breakdown of what’s inside the course
LangChain Introduction
2 Lectures
- What is LangChain? 04:39 04:39
- Let's understand the LangChain benefits 04:21 04:21
OpenAI Introduction
2 Lectures
Demo & Environment Setup
2 Lectures
Langchain-Models Module Concept
1 Lectures
Project#1- Simple Question & Answer App || Hugging Face Spaces || Open AI
6 Lectures
Project #2- Simple Conversational App || Hugging Faces Spaces || OpenAI Chat
5 Lectures
Project #3- Find Similar Things App For Kids || Streamlit || Open AI Embeddings
7 Lectures
Langchain - Prompt Module Concept & Implementation Using Python
8 Lectures
Project #4 - Marketing Campaign App || Streamlit App || Open AI
6 Lectures
Langchain - Memory Module Concept
3 Lectures
Project #5- ChatGPT Clone with Summarization Option || Streamlit App || Open AI
8 Lectures
Project#6-Quiz MCQ Creator App || Open AI || PINECONE || Transformers Model
5 Lectures
Langchain-Chains Module Concept
5 Lectures
Langchain -Agents Module Concept
1 Lectures
Project #7- CSV Data Analysis Tool || Open AI
4 Lectures
Project #8- Youtube Script Writing Tool || OpenAI || DuckDuckGo
5 Lectures
Project#9- Support Chat Bot For Your Website || PINECONE || Web Scraper
7 Lectures
Project#10- Automatic Ticket Classification Tool || SVM ML Model || PINECONE
9 Lectures
Project#11 - HR -Resume Screening Assistance || Streamlit || OpenAI
6 Lectures
LLAMA 2 Introduction
1 Lectures
Project #12 -Email Generator Using LLAMA 2 || Streamlit App
3 Lectures
Project#13 - Invoice Extraction Bot || LLAMA 2 || Streamlit
7 Lectures
Project#14 - Text to SQL Query - Helper Tool || Google Collab || LLAMA 2
3 Lectures
Project#15 - Customer Care Call Summary Alert || OpenAI || Zapier
5 Lectures
Instructor Details
Muppala Venkata Sharath Kumar Raju
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