In this tutorial, we build an elastic vector database simulator that mirrors how modern RAG systems shard embeddings across distributed storage nodes. We implement consistent hashing with virtual ...
A complete, educational implementation of Retrieval-Augmented Generation (RAG) using Python, FastAPI, local embeddings, Chroma vector database, and Ollama LLM. This project is designed to teach RAG ...
# and decreased when RTT is increasing, aiming to keep RTT near a target delay. target_delay: Desired RTT in ms. max_cwnd: Maximum allowed congestion window size. alpha: Weight for exponential moving ...
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