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Build LangChain Applications using Vertex AI

Offered By: Google via Google Cloud Skills Boost

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Google Cloud Platform (GCP) Courses LangChain Courses Vector Search Courses Generative AI Courses Vertex AI Courses Text Embedding Courses Retrieval Augmented Generation (RAG) Courses

Course Description

Overview

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Complete the introductory Build LangChain Applications using Vertex AI skill badge to learn how to build Generative AI applications using LangChain and the Retrieval Augmented Generation (RAG) technique for text-based content, powered by Vertex AI's advanced Generative AI capabilities. Discover how to integrate powerful large language models (LLMs) with search and retrieval workflows, boosting the accuracy and relevance of your generated content. Earn a Google Cloud skill badge and showcase your expertise by completing the course and its final assessment challenge lab.

Syllabus

  • Build LangChain Applications using Vertex AI
    • Create Text Embeddings for a Vector Store using LangChain
    • Enhance Text Generation with RAG, LangChain, and Vertex AI
    • Build a Knowledge Based System with Vertex AI Vector Search, LangChain and Gemini
    • Build LangChain Applications using Vertex AI: Challenge Lab
  • Your Next Steps
    • Course Badge

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