This repository contains
- Course URL
- Instructors
- Harrison Chase, co-founder of LangChain
- Andrew Ng
| # | Lesson |
|---|---|
| 0 | Introduction |
| 1 | Models, Prompts and Parsers |
| 2 | Memory |
| 3 | Chains |
| 4 | Question and Answer Over Documents |
| 5 | Evaluating LLM Applications |
| 6 | Agents |
| # | Assignment | Description |
|---|---|---|
| 1 | Models, Prompts and Parsers | API calls to OpenAI through LangChain using prompt templates and parsing response using output parsers |
| 2 | Memory | Employ different memory types to store conversations and manage limited context |
| 3 | Chains | Chains in LangChain |
| 4 | Question and Answer Over Documents | Q&A over product catalog |
| 5 | Evaluating LLM Applications | LLM assisted evaluation of Q&A over product catalog |
| 6 | Agents | Create agents to solve math problem and search on Wikipedia. Plus define your own tool. |
- Course Completion Certificate
- Issued on April 2024
Please visit my Github page for more courses.
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