Free Download Linkedin – Leveraging PostgreSQL with RAG

Released 12/2024
With Doug Ortiz
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 53m 42s | Size: 131 MB

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.
Homepage:

https://www.linkedin.com/learning/leveraging-postgresql-with-rag