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Data Engineering
Data engineering doesn’t have to be complicated. From data management and cloud migration to data-driven design and architecture, the engineers at Cloud7 develop secure, best-in-class solutions tailored to the exact requirements of your organization.
Whether you’re looking to integrate and share data with external partners or need help securely migrating on-premises data to the cloud, our data engineering specialists got you covered.

About Cloud7
Cloud7 is a Los Angeles-based IT firm providing clients across the country/globe with expert-level assistance in data engineering, network infrastructure, and more. Our core team of AWS-, Cisco-, or Tableau-certified cloud specialists works with publicly traded enterprises, bootstrapped early-stage startups, and everything in between.
Turn your data into a competitive advantage with Cloud7 today.
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Blog & Articles

Adding Context to a RAG-Based Chatbot Using Python and FAISS (Part 2)
In Part 1, I built a lightweight Retrieval-Augmented Generation (RAG) chatbot using Python, FAISS, and OpenAI — trained on articles from my site, PointsCrowd. The result: a functional chatbot that could answer domain-specific questions based on a custom knowledge base.
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Building a GPT-Powered Chatbot: A Step-by-Step Journey
AI can sometimes feel like an intimidating “black box,” but my recent project helped me understand that it doesn’t have to be. With some curiosity and hands-on experimentation, I built a GPT-4-powered chatbot trained on a specific knowledge base. In this article, I’ll walk you through the process and share what I learned along the way.
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Introduction to Amazon Aurora Limitless Database
At AWS Re:Invent 2023, the preview of Amazon Aurora Limitless Database was announced. This groundbreaking serverless offering permits access to a single Aurora database, capable of immense write throughput and storage capacity. Traditional Aurora setups needed multiple writers and a complex scaling solution across instances. Presently, the service is by invitation, operating in Aurora PostgreSQL version 15 across various AWS regions.
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