Unleash the Power of Large Language Models Using LangChain

An understanding of large language models and why they are preferred in natural language processing tasks

An understanding of the LangChain framework and how it improves over the functionalities of OpenAI

Familiarity with the core components of LangChain, including models, prompt templates, output parsers, chains, and memory

Hands-on experience implementing a chatbot that responds to queries in multiple languages using the router chain in LangChain

The ability to add tools in agents that connect to external information sources through APIs and use the reasoning and action (ReAct) technique

Working knowledge of the retrieval-augmented generation (RAG) technique to implement question answering from a document