Uploaded June 2025 | Updated September 2026, 1 day ago

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Learn how to a simple, modular RAG pipeline in Python. This will let you add documents, generate embeddings, and evaluate (test) the pipeline quality, end-to-end with a single CLI command.

🔗 Code: github.com/pixegami/simple-rag-pipeline

📚 Chapters
00:00 - Introduction
02:01 - Pipeline Architecture
04:43 - Set Up the Database
09:05 - Set Up Core Components
13:14 - Evaluation
18:04 - Connect the Pipeline
20:35 - Run the Pipeline
23:39 - Upgrade and Run Again!

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