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.
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 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:
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Unlock the true potential of LangChain, LLMs, Chat Models, Prompts, Indexes, Data Connections, Chains, Agents, and Memory.
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Harness the power of LLMs and LangChain to develop robust applications, integrating cognitive and information sources with Pinecone.
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Explore new horizons and unleash unprecedented possibilities with LangChain and Pinecone-powered applications.