Offered By: IBMSkillsNetwork
Build a grounded Q/A Agent with Granite3, Langchain and RAG
Develop a question-answering agent using IBM's Watsonx Granite LLM and LangChain. Learn to set up Watsonx and create a retrieval-augmented generation (RAG) pipeline for enhanced response accuracy. This hands-on project is perfect for data scientists, AI enthusiasts, and developers. It provides practical AI skills for real-world applications in just 30 minutes.
Continue readingGuided Project
Artificial Intelligence
501 EnrolledAt a Glance
Develop a question-answering agent using IBM's Watsonx Granite LLM and LangChain. Learn to set up Watsonx and create a retrieval-augmented generation (RAG) pipeline for enhanced response accuracy. This hands-on project is perfect for data scientists, AI enthusiasts, and developers. It provides practical AI skills for real-world applications in just 30 minutes.
Develop a Question-Answering Agent using IBM's Watsonx Granite LLM and LangChain
In this guided project, you will develop a question-answering agent. Leveraging IBM's Watsonx Granite LLM and LangChain, you will learn to set up and configure these powerful tools to create a highly accurate retrieval-augmented generation (RAG) pipeline. This hands-on project is perfect for data scientists, AI enthusiasts, and developers who want to acquire practical AI skills that can be applied in real-world scenarios. In just 30 minutes, you'll gain valuable experience that will enhance your portfolio and open up new possibilities in the field of artificial intelligence.
What You'll Learn
- Understand the fundamentals of IBM's Watsonx Granite LLM and its applications in AI-driven solutions.
- Learn how to configure and integrate LangChain with Watsonx Granite to enhance response accuracy.
- Develop the skills to create a retrieval-augmented generation (RAG) pipeline.
- Gain practical experience in deploying a question-answering agent that can be used in various real-world applications.
What You'll Need
- Basic understanding of Python programming.
- Familiarity with API usage and basic concepts of machine learning.
- A current version of a web browser like Chrome, Edge, Firefox, Internet Explorer, or Safari for the best experience.
Certificate
No Certificate Offered
Estimated Effort
30 Minutes
Level
Intermediate
Industries
Skills You Will Learn
AI Agent, Generative AI, LangChain, LLM, Python, Retrieval-Augmented Generation (RAG)
Language
English
Course Code
GPXX0AOVEN