What will you in Master LangChain & Gen AI -Build #16 AI Apps HuggingFace LLM Course
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Master LangChain fundamentals: chains, agents, memory, document loaders, and prompt templates.
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Build 16 practical LLM apps (Q&A bots, chatbots, quiz creators, CSV analyzer, children’s ed apps).
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Integrate LLMs from OpenAI, Hugging Face, LLaMA 2, and Google Gemini in real projects.
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Implement RAG workflows using vector databases (Pinecone, FAISS) within your AI applications.
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Create interactive front‑ends with Streamlit and Hugging Face Spaces for your AI tools.
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Gain real-world experience with structured prompt engineering, few-shot learning, and model chaining techniques.
Program Overview
Module 1: LangChain Basics & Setup
⏳ 30 minutes
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Install Python environment, API keys, and explore core LangChain components and architecture.
Module 2: Building Q&A & Chat Apps
⏳ 90 minutes
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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
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Develop children’s object-learning toy app and marketing copy campaign generator with prompt chaining.
Module 4: ChatGPT Clone & Summarizer
⏳ 60 minutes
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Clone ChatGPT with added summarization layers to enhance dialogue clarity and insight.
Module 5: Quiz App & CSV Analyzer
⏳ 90 minutes
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Build an MCQ quiz creator and a CSV-data Q&A tool with Pinecone-backed semantics.
Module 6: Additional Use-case Apps
⏳ 90 minutes
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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
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Deploy your tools via Streamlit or Hugging Face Spaces with session state, widgets, and UI best practices.
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Job Outlook
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High Demand: LangChain proficiency is increasingly essential in AI development roles.
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Career Advancement: Equips software engineers to progress into GenAI and RAG app-building positions.
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Salary Potential: $100K–$180K+ for developers creating production AI tools across industries.
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Freelance Opportunities: Offer AI chatbots, custom LLM agents, and application integrations as services.
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LangChain 101 for Beginners: OpenAI, ChatGPT & LLMOps – Start from scratch with LangChain fundamentals, OpenAI integration, and practical LLMOps techniques to deploy AI-driven solutions effectively.
Related Reading
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