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sudo yum update -y
sudo yum install git wget unzip -y
curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.1/install.sh | bash
source ~/.nvm/nvm.sh && nvm install --lts

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Configuration Management using AWS SSM for EC2/EKS

Overview

This document outlines our environment configuration management strategy using AWS Systems Manager Parameter Store. The system is designed to manage Docker Compose environment variables across different deployment environments (DEV, BETA, PROD).

Infrastructure Components

• AWS Systems Manager Parameter Store: Central configuration storage
• EC2 instances: Application hosting environment

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Label-Studio Setup

System Overview

This document describes the automated feedback import system that transfers user feedback data from Asktim to LabelStudio using AWS services. The system uses an event-driven architecture to ensure real-time data processing and reliable delivery.

Architecture Components

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Multi-variant app development and deployment

%%{init: {"theme": "neutral"} }%%

flowchart TB
    subgraph "Source Control"
        M[main branch] --> FA[feature/alpha/*]
        M -->  FB[feature/beta/*]
        M --> FG[feature/gamma/*]

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Vector Database Comparison Matrix

Criteria \ Database	Qdrant	pgvector	Weaviate	Milvus	Elasticsearch
Performance	✅ Great performance with simple

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Awesome AI Tools

🤖 Finding the AI tools you need!

---

• 1. 📷 Image & Art Generation
• 2. ✍️ Writing
• 3. 💻 Dev

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Qdrant deployment strategies

Kubernetes - scalability

# Basic Kubernetes deployment
apiVersion: apps/v1
kind: StatefulSet
metadata:
 name: qdrant

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Update package list and install prerequisites

sudo apt-get update

sudo apt-get install -y \

    unzip \

    curl

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GitHub Actions Local Runner (act) CLI Guide

Installation

# macOS using Homebrew
brew install act

# Windows using Chocolatey
choco install act-cli

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Using an Access Token for the first time

Follow the instructions on Github to Create an Access Token in Github

Configure Git to use the osxkeychain

By default, git credentials are not cached so you need to tell Git if you want to avoid having to provide them each time Github requires you to authenticate. On Mac, Git comes with an “osxkeychain” mode, which caches credentials in the secure keychain that’s attached to your system account.

You can tell Git you want to store credentials in the osxkeychain by running the following:-