Curriculum
- 3 Sections
- 19 Lessons
- 4 Weeks
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- Overview of LLMs and LangChain4
- LangChain Concepts in Detail9
- 2.1Getting Started with prompt Template and Chat Prompt Template25 Minutes
- 2.2Working with Agents and Tools40 Minutes
- 2.3Agents and Tools – Advanced20 Minutes
- 2.4Document Loaders and Splitters45 Minutes
- 2.5Working with Output Parsers18 Minutes
- 2.6Language Embeddings and Vector Databases40 Minutes
- 2.7Our first RAG Application using a Vector DB20 Minutes
- 2.8Chain Types – Stuff, Map-Reduce and Refine18 Minutes
- 2.9LCEL – LangChain Expression Language5 Minutes
- RAG Applications and Projects7
- 3.2Working with SQL Data – RAG App12 Minutes
- 3.3RAG with Conversational Memory22 Minutes
- 3.4Create a CV Upload and CV Search Application22 Minutes
- 3.5Create a Website Query Conversational Chatbot – Project50 Minutes
- 3.6Analysis of Structured Data from a CSV/Excel using Natural Language25 Minutes
- 3.7Code ZIP10 Minutes
- 3.8Project Final Submission3 Days