What will you in Master LangChain & Gen AI -Build #16 AI Apps HuggingFace LLM Course
Master LangChain fundamentals: chains, agents, memory, document loaders, and prompt templates.
Build 16 practical LLM apps (Q&A bots, chatbots, quiz creators, CSV analyzer, children’s ed apps).
Integrate LLMs from OpenAI, Hugging Face, LLaMA 2, and Google Gemini in real projects.
Implement RAG workflows using vector databases (Pinecone, FAISS) within your AI applications.
Create interactive front‑ends with Streamlit and Hugging Face Spaces for your AI tools.
Gain real-world experience with structured prompt engineering, few-shot learning, and model chaining techniques.
Program Overview
Module 1: LangChain Basics & Setup
⏳ 30 minutes
Install Python environment, API keys, and explore core LangChain components and architecture.
Module 2: Building Q&A & Chat Apps
⏳ 90 minutes
Create a dynamic Q&A bot and an engaging conversational chatbot using OpenAI and HF LLMs on Hugging Face Spaces.
Module 3: Educational & Marketing Tools
⏳ 75 minutes
Develop children’s object-learning toy app and marketing copy campaign generator with prompt chaining.
Module 4: ChatGPT Clone & Summarizer
⏳ 60 minutes
Clone ChatGPT with added summarization layers to enhance dialogue clarity and insight.
Module 5: Quiz App & CSV Analyzer
⏳ 90 minutes
Build an MCQ quiz creator and a CSV-data Q&A tool with Pinecone-backed semantics.
Module 6: Additional Use-case Apps
⏳ 90 minutes
Expand into apps like customer service call summarizer, content filter, and data extractors across projects 10–16.
Module 7: Deployment & Front‑end Integration
⏳ 60 minutes
Deploy your tools via Streamlit or Hugging Face Spaces with session state, widgets, and UI best practices.
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Job Outlook
High Demand: LangChain proficiency is increasingly essential in AI development roles.
Career Advancement: Equips software engineers to progress into GenAI and RAG app-building positions.
Salary Potential: $100K–$180K+ for developers creating production AI tools across industries.
Freelance Opportunities: Offer AI chatbots, custom LLM agents, and application integrations as services.
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Specification: Master LangChain & Gen AI -Build #16 AI Apps HuggingFace LLM Course
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