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2 posts tagged with "LLM"

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Open-source AI code assistant Setup Guide

· 4 min read
Hieu Nguyen
AI Engineer

Looking for a good alternative to Github Copilot? The answer is Continue.dev - An open source AI code assistant that can help you write better code faster. Again, I want to emphasize that it is an open source project, and it give you more control over your data by hosting them on your own computer, including its model.

RAG In Production - Best Practices Notes

· 10 min read
Hieu Nguyen
AI Engineer

Retrieval-Augmented Generation (RAG) method are transforming the landscape of natural language processing by combining the strengths of retrieval-based and generative models (LLMs). When deployed in production, RAG systems can provide more accurate and contextually relevant responses. This guide outlines best practices for implementing RAG models in a production environment, ensuring robustness, scalability, and efficiency.