In collaboration with
Build LLM Apps using LangChain. Learn about LangChain’s key components such as Models, Prompts, Parsers, Memory, Chains, and Question-Answering. Get hands-on evaluation experience.
- Introduction to LangChain
- Schema, Models, and Prompts
- Memory, Chains
- Loading, Transforming, Indexing, and Retrieving data
- Document loader
- Text splitters
- Retrievers
- LangChain Use Cases
- Summarization – Summarizing long documents
- Question & Answering Using Documents As Context
- Extraction – Getting structured data from unstructured text
- Evaluation – Evaluating outputs generated from LLM models
- Querying Tabular Data – without using any extra code
- Hands-on Exercise:
- Using LangChain loader, splitter, retrievals on a pdf document