Linkedin - Leveraging PostgreSQL with RAG

This comprehensive course covers the integration of structured data from databases with advanced natural language processing techniques like RAG.
Course details
This course provides a comprehensive Overview of leveraging PostgreSQL-a popular open-source database management system-with RAG (retrieval-augmented generation) by utilizing vanna.ai for building question-answering systems. Gain an understanding of RAG architecture, learn how to set up a PostgreSQL database, retrieve data from PostgreSQL using SQL, and Python, integrate RAG with PostgreSQL, query with RAG, fine-tune the RAG model on domain-specific data, and deploy the solution. The course also covers topics such as data preprocessing, indexing, retrieval, generation, fine-tuning, and deployment, with hands-on examples and code snippets to reinforce the concepts.
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