LangChain MasterClass-#15 OpenAI LLAMA 2 LLM Apps|| Python
Discover real-world uses of LangChain, Pinecone, OpenAI & LLAMA 2 LLM . Build AI Apps with Streamlit – Hugging Face
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.
In this LangChain MasterClass-Build #13 OpenAI LLM Apps using Python 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.
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 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.
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