Jeyadev R

AI / Infrastructure

sret-rag

Self-Hosted RAG on a 4-PC LAN Cluster

sret-rag: Self-Hosted RAG on a 4-PC LAN Cluster

About this project

Built for offline AI access at college with zero cloud dependency. Fully offline, self-hosted Retrieval-Augmented Generation system distributed across 4 budget PCs on a LAN: a FastAPI gateway, dedicated embedder, FAISS vector index, and a llama.cpp/Qwen2.5 LLM node. ChatGPT-style UI, cited answers, embed caching, doc dedup, and session-based auth.

Category
AI / Infrastructure
Built by
Jeyadev R

Tech stack

  • FastAPI
  • FAISS
  • llama.cpp
  • Qwen2.5
  • SQLite
  • sentence-transformers

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