Description
Unlock the Power of AI with LangChain: Learn to Create Revolutionary Language-Based ApplicationsLooking 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. 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. 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 recommendationsProject 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, 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 Pinecone-powered applications.
