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CodeSignal

Document Processing and Retrieval with LangChain in Python

via CodeSignal

Overview

Unlock the power of document intelligence with LangChain in Python. This course will teach you how to efficiently process and retrieve information from documents. Learn to load, split, and embed documents, and master the art of similarity search to extract relevant insights. Build a robust foundation for document-driven applications with cutting-edge techniques.

Syllabus

  • Lesson 1: Loading and Splitting Documents with LangChain
  • Lesson 2: Generating Document Embeddings with OpenAI
  • Lesson 3: Retrieving Relevant Information with Similarity Search
  • Lesson 4: Asking Questions with Retrieved Context and Templates

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