[h1]
Free Download Linkedin – Leveraging PostgreSQL with RAG[/h1]
Released 12/2024
With Doug Ortiz
MP4 |
Video: h264, 1280x720 |
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 [h3]Overview[/h3] 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
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