Welcome 👋
Welcome to the lab Langchain Basics
In this lab you will gain skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.
Important
Make sure you meet all the requirements and have read the lecture slides before you start with the assignments
In this lab you will learn and get experience with the following topics:
- Models, Prompts and Parsers: calling LLMs, providing prompts and parsing the response
- Memories for LLMs: memories to store conversations and manage limited context space
- Chains: creating sequences of operations
- Question Answering over Documents: apply LLMs to your proprietary data and use case requirements
- Agents: explore the powerful emerging development of LLM as reasoning agents.
At the end of the course, you will have some templates that can serve as a starting point for your own exploration of LLMs for your applications.
The tutorials in this course are mainly based on the excellent course “LangChain for LLM Application Development” provided by Harrison Chase and Andrew Ng