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Part 5 : Creating a working example in laravel.
We’ve created this example to demonstrate a basic RAG (Retrieval-Augmented Generation) implementation. It uses Laravel/PHP and SQLite, allowing you to run simple RAG queries within the application.
Here’s the repository:
https://github.com/debjit/http-rag
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This series will guide you through building a RAG system from the ground up, using open-source models. Our goal is to avoid vendor lock-in and reliance on third-party SDKs or wrappers, giving you full control and understanding.
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RAG Tutorial Using Open Source LLMs, Vector Database, and Curl Part 4
RAG Tutorial Using Open Source LLMs, Vector Database, and Curl Part 3
RAG Tutorial Using Open Source LLMs, Vector Database, and Curl Part 2
RAG Tutorial Using Open Source LLMs, Vector Database, and Curl Part 1