Building a Simple RAG System from Scratch with Python and Ollama

An In-Depth Walkthrough of Building a Simple Yet Powerful RAG System to Augment LLMs with Custom Information.Continue reading on Level Up Coding »


This content originally appeared on Level Up Coding - Medium and was authored by Christian Grech

An In-Depth Walkthrough of Building a Simple Yet Powerful RAG System to Augment LLMs with Custom Information.


This content originally appeared on Level Up Coding - Medium and was authored by Christian Grech


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APA

Christian Grech | Sciencx (2025-08-18T03:36:31+00:00) Building a Simple RAG System from Scratch with Python and Ollama. Retrieved from https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/

MLA
" » Building a Simple RAG System from Scratch with Python and Ollama." Christian Grech | Sciencx - Monday August 18, 2025, https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/
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Christian Grech | Sciencx Monday August 18, 2025 » Building a Simple RAG System from Scratch with Python and Ollama., viewed ,<https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/>
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Christian Grech | Sciencx - » Building a Simple RAG System from Scratch with Python and Ollama. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/
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" » Building a Simple RAG System from Scratch with Python and Ollama." Christian Grech | Sciencx - Accessed . https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/
IEEE
" » Building a Simple RAG System from Scratch with Python and Ollama." Christian Grech | Sciencx [Online]. Available: https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/. [Accessed: ]
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» Building a Simple RAG System from Scratch with Python and Ollama | Christian Grech | Sciencx | https://www.scien.cx/2025/08/18/building-a-simple-rag-system-from-scratch-with-python-and-ollama/ |

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