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# Based on https://raw.githubusercontent.com/github/gitignore/main/Node.gitignore
# Dependencies
/node_modules
# Logs
# Production
/build
logs
_.log
npm-debug.log_
yarn-debug.log*
yarn-error.log*
lerna-debug.log*
.pnpm-debug.log*
# Generated files
.docusaurus
.cache-loader
# Caches
.cache
# Diagnostic reports (https://nodejs.org/api/report.html)
report.[0-9]_.[0-9]_.[0-9]_.[0-9]_.json
# Runtime data
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*.pid.lock
# Directory for instrumented libs generated by jscoverage/JSCover
lib-cov
# Coverage directory used by tools like istanbul
coverage
*.lcov
# nyc test coverage
.nyc_output
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.grunt
# Bower dependency directory (https://bower.io/)
bower_components
# node-waf configuration
.lock-wscript
# Compiled binary addons (https://nodejs.org/api/addons.html)
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# Dependency directories
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# Snowpack dependency directory (https://snowpack.dev/)
web_modules/
# TypeScript cache
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.rpt2_cache/
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.rts2_cache_umd/
# Optional REPL history
.node_repl_history
# Output of 'npm pack'
*.tgz
# Yarn Integrity file
.yarn-integrity
# dotenv environment variable files
.env
# Misc
.DS_Store
.env.local
.env.development.local
.env.test.local
.env.production.local
.env.local
# parcel-bundler cache (https://parceljs.org/)
.parcel-cache
# Next.js build output
.next
out
# Nuxt.js build / generate output
.nuxt
dist
# Gatsby files
# Comment in the public line in if your project uses Gatsby and not Next.js
# https://nextjs.org/blog/next-9-1#public-directory-support
# public
# vuepress build output
.vuepress/dist
# vuepress v2.x temp and cache directory
.temp
# Docusaurus cache and generated files
.docusaurus
# Serverless directories
.serverless/
# FuseBox cache
.fusebox/
# DynamoDB Local files
.dynamodb/
# TernJS port file
.tern-port
# Stores VSCode versions used for testing VSCode extensions
.vscode-test
# yarn v2
.yarn/cache
.yarn/unplugged
.yarn/build-state.yml
.yarn/install-state.gz
.pnp.*
# IntelliJ based IDEs
.idea
# Finder (MacOS) folder config
.DS_Store
npm-debug.log*
yarn-debug.log*
yarn-error.log*
bun.lockb
build/
pnpm-lock.yaml
package-lock.json
yarn.lock

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module.exports = {
presets: [require.resolve('@docusaurus/core/lib/babel/preset')],
};

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---
slug: ai_more_than_llm
title: 'AI is more than LLM.'
authors: [tf9cloud]
tags: [info, tech]
image: img/quantum_ai.png
---
![](img/quantum_ai.png)
# The Main Elements of AI Systems
AI systems are complex and multifaceted, built from a combination of technologies and components that work together to process data, learn from it, and execute tasks autonomously or semi-autonomously. Below is an overview of the main elements that constitute an AI system:
---
### 1. **Large Language Models (LLMs)**
- **Description**: LLMs are advanced neural networks trained on extensive datasets of text. They generate human-like text and understand natural language with remarkable precision.
- **Key Capabilities**:
- Language understanding and generation.
- Summarization, translation, and sentiment analysis.
- Context-aware conversations and content creation.
---
### 2. **AI Databases**
- **Description**: Specialized databases optimized for storing, retrieving, and managing large volumes of data required for AI training and inference.
- **Types**:
- Vector Databases: For managing embeddings and similarity searches.
- Time-Series Databases: For processing real-time data streams.
- Knowledge Graphs: For structured, relationship-focused data storage.
- **Purpose**:
- Efficiently manage and serve data for training and operational tasks.
- Enable insights and decision-making through structured and unstructured data.
---
### 3. **AI Agents**
- **Description**: Autonomous or semi-autonomous entities that interact with the environment, learn, and perform tasks.
- **Key Features**:
- Goal-oriented behavior.
- Ability to adapt based on feedback.
- Multi-agent systems for collaborative problem-solving.
- **Applications**:
- Chatbots, virtual assistants, and robotic systems.
---
### 4. **Data Pipelines**
- **Description**: Infrastructure for collecting, cleaning, processing, and transforming raw data into a format usable by AI models.
- **Components**:
- ETL Processes (Extract, Transform, Load).
- Data lakes and warehouses.
- Monitoring and quality control tools.
- **Importance**:
- Ensures high-quality, reliable data for training and inference.
---
### 5. **Inference Engines**
- **Description**: Systems or components that utilize trained AI models to make predictions, decisions, or generate outputs in real time.
- **Characteristics**:
- Optimized for low-latency operations.
- Often deployed at scale in production environments.
---
### 6. **Machine Learning Frameworks**
- **Description**: Software libraries and tools that provide a foundation for building, training, and deploying AI models.
- **Popular Frameworks**:
- TensorFlow, PyTorch, Scikit-learn.
- **Role**:
- Simplify the process of creating and experimenting with models.
- Enable scalability and compatibility across platforms.
---
### 7. **Model Training Infrastructure**
- **Description**: High-performance computing environments designed to handle the resource-intensive process of training AI models.
- **Components**:
- GPU/TPU clusters for acceleration.
- Distributed computing setups.
- Hyperparameter optimization tools.
- **Outcome**:
- Produces optimized models ready for deployment.
---
### 8. **Deployment and Integration Systems**
- **Description**: Platforms that host trained AI models and integrate them into applications.
- **Capabilities**:
- Containerization (e.g., Docker, Kubernetes).
- APIs for seamless interaction.
- Continuous delivery pipelines for updates.
---
### 9. **Ethics and Governance Frameworks**
- **Description**: Guidelines and systems for ensuring AI systems are fair, transparent, and aligned with ethical standards.
- **Key Elements**:
- Bias detection and mitigation tools.
- Privacy-preserving techniques (e.g., differential privacy).
- Compliance with regulations and best practices.
---
### 10. **Feedback Loops**
- **Description**: Mechanisms to continuously improve AI models based on user interactions and real-world performance.
- **Features**:
- Real-time data collection.
- Retraining pipelines for adaptive learning.
- **Outcome**:
- Enhances accuracy and relevance over time.
---
### 11. **Human-AI Interfaces**
- **Description**: User-facing components that enable intuitive interaction between humans and AI systems.
- **Examples**:
- Dashboards, voice interfaces, and augmented reality tools.
- **Goal**:
- Make AI accessible and actionable for end users.
---
### 12. **Specialized Hardware**
- **Description**: Custom hardware optimized for AI tasks, such as:
- GPUs, TPUs, and ASICs for acceleration.
- Neuromorphic chips for energy-efficient computing.
- **Purpose**:
- Enhance performance and reduce operational costs.

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tf9cloud:
name: Veda Team
title: Digital Innovation Team
url: https://ourworld.tf/tf9cloud
image_url: /img/logo.svg

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#!/bin/bash
set -ex
script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
cd "${script_dir}"
export PATH=${BASE}/node_modules/.bin:$PATH
echo "Docs directory: $script_dir"
#bun build
#bun ${script_dir}/node_modules/.bin/docusaurus build
rm -rf build
cp buildchoice/biz_navbar.ts navigation/navbar.ts
cp buildchoice/biz_docusaurus.config.ts docusaurus.config.ts
pnpm build
rsync -rv --delete ${script_dir}/build/ root@info.ourworld.tf:/root/hero/www/info/veda/
rm -rf build
cp buildchoice/coown_navbar.ts navigation/navbar.ts
cp buildchoice/coown_docusaurus.config.ts docusaurus.config.ts
pnpm build
rsync -rv --delete ${script_dir}/build/ root@info.ourworld.tf:/root/hero/www/info/veda1234/

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import {themes as prismThemes} from 'prism-react-renderer';
import type {Config} from '@docusaurus/types';
import type * as Preset from '@docusaurus/preset-classic';
import { navbar } from './navigation/navbar';
import { footer } from './navigation/footer';
import type * as Redocusaurus from 'redocusaurus';
const config: Config = {
title: 'Veda',
tagline: 'Lets build Augmented Collective Intelligence.',
favicon: 'img/favicon.svg',
url: 'https://info.ourworld.tf',
baseUrl: '/veda/',
onBrokenLinks: 'warn',
onBrokenMarkdownLinks: 'warn',
i18n: {
defaultLocale: 'en',
locales: ['en'],
},
presets: [
[
'classic',
{
docs: {
sidebarPath: './navigation/sidebars.ts',
path: 'docs/',
routeBasePath: '/',
remarkPlugins: [],
rehypePlugins: [],
beforeDefaultRemarkPlugins: [],
beforeDefaultRehypePlugins: [],
},
blog: {
showReadingTime: true,
editUrl: 'https://www.veda-egypt.com/',
postsPerPage: 8,
blogSidebarCount: 20,
},
theme: {
customCss: './src/css/custom.css',
},
} satisfies Preset.Options],
],
markdown: {
mermaid: true,
},
themes: ['@docusaurus/theme-mermaid'],
themeConfig: {
docs: {
sidebar: {
hideable: false,
autoCollapseCategories: false,
}
},
colorMode: {
defaultMode: 'dark',
disableSwitch: true,
respectPrefersColorScheme: true,
},
image: 'img/favicon.svg',
navbar,
footer,
prism: {
theme: prismThemes.dracula,
darkTheme: prismThemes.dracula,
},
} satisfies Preset.ThemeConfig,
};
export default config;

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import type { ThemeConfig } from '@docusaurus/preset-classic';
export const navbar: ThemeConfig['navbar'] = {
title: '',
logo: {
alt: 'Logo',
src: 'img/logo.svg',
srcDark: 'img/logo.svg', // Use same logo for dark mode
},
items: [
{
type: 'docSidebar',
sidebarId: 'autogenSidebar',
position: 'left',
label: 'Home',
},
{
type: 'docSidebar',
sidebarId: 'bizSidebar',
position: 'left',
label: 'Business Info',
},
// {
// to: '/blog',
// label: 'Blog',
// position: 'left',
// },
// {
// type: 'docSidebar',
// sidebarId: 'tutorialSidebar',
// position: 'left',
// label: 'Tutorial',
// }
],
};

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import {themes as prismThemes} from 'prism-react-renderer';
import type {Config} from '@docusaurus/types';
import type * as Preset from '@docusaurus/preset-classic';
import { navbar } from './navigation/navbar';
import { footer } from './navigation/footer';
import type * as Redocusaurus from 'redocusaurus';
const config: Config = {
title: 'Veda',
tagline: 'Lets build Augmented Collective Intelligence.',
favicon: 'img/favicon.svg',
url: 'https://info.ourworld.tf',
baseUrl: '/veda1234/',
onBrokenLinks: 'warn',
onBrokenMarkdownLinks: 'warn',
i18n: {
defaultLocale: 'en',
locales: ['en'],
},
presets: [
[
'classic',
{
docs: {
sidebarPath: './navigation/sidebars.ts',
path: 'docs/',
routeBasePath: '/',
remarkPlugins: [],
rehypePlugins: [],
beforeDefaultRemarkPlugins: [],
beforeDefaultRehypePlugins: [],
},
blog: {
showReadingTime: true,
editUrl: 'https://www.veda-egypt.com/',
postsPerPage: 8,
blogSidebarCount: 20,
},
theme: {
customCss: './src/css/custom.css',
},
} satisfies Preset.Options],
],
markdown: {
mermaid: true,
},
themes: ['@docusaurus/theme-mermaid'],
themeConfig: {
docs: {
sidebar: {
hideable: false,
autoCollapseCategories: false,
}
},
colorMode: {
defaultMode: 'dark',
disableSwitch: true,
respectPrefersColorScheme: true,
},
image: 'img/favicon.svg',
navbar,
footer,
prism: {
theme: prismThemes.dracula,
darkTheme: prismThemes.dracula,
},
} satisfies Preset.ThemeConfig,
};
export default config;

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import type { ThemeConfig } from '@docusaurus/preset-classic';
export const navbar: ThemeConfig['navbar'] = {
title: '',
logo: {
alt: 'Logo',
src: 'img/logo.svg',
srcDark: 'img/logo.svg', // Use same logo for dark mode
},
items: [
{
type: 'docSidebar',
sidebarId: 'autogenSidebar',
position: 'left',
label: 'Home',
},
{
type: 'docSidebar',
sidebarId: 'ownerSidebar',
position: 'left',
label: 'Become a Shareholder',
},
{
type: 'docSidebar',
sidebarId: 'appendixSidebar',
position: 'left',
label: 'More Info',
},
// {
// to: '/blog',
// label: 'Blog',
// position: 'left',
// },
// {
// type: 'docSidebar',
// sidebarId: 'tutorialSidebar',
// position: 'left',
// label: 'Tutorial',
// }
],
};

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#!/bin/bash -e
script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
cd "${script_dir}"
hero docusaurus -bp

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{
"style": "dark",
"links": [
{
"title": "Docs",
"items": [
{
"label": "OurWorld",
"href": "https://www.ourworld.tf"
}
]
},
{
"title": "Links",
"items": [
{
"label": "ThreeFold New Internet",
"href": "https://threefold.io"
}
]
}
],
"copyright": "Copyright © 2025 OurWorld"
}

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{
"title": "Veda Nile Community",
"tagline": "Nile boats",
"favicon": "img/ourworld_favicon.png",
"url": "https://info.ourworld.tf",
"baseUrl": "/veda1234/",
"url_home": "docs",
"image": "img/ourworld_logo.png",
"metadata": {
"description": "Veda Nile Boats",
"image": "https://info.ourworld.tf/img/logo.svg",
"title": "OurWorld Veda"
},
"buildDest":["root@info.ourworld.tf:/root/hero/www/info/veda1234"],
"buildDestDev":["root@info.ourworld.tf:/root/hero/www/info/veda1234"]
}

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{
"title": "",
"logo": {
"alt": "Logo",
"src": "img/ourworld_logo.png"
},
"items": [
{
"href": "https://www.veda-egypt.com/",
"label": "Veda Egypt Website",
"position": "right"
}
]
}

6
community/develop.sh Executable file
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#!/bin/bash -e
script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
cd "${script_dir}"
hero docusaurus -d

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{
"label": "Appendix",
"position": 6,
"position": 90,
"link": {
"type": "generated-index",
"description": "More info."

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@ -16,10 +16,10 @@ Decentralization, in our view, isn't solely about employing blockchain technolog
For us decentralization is a very serious topic and is achieved in the following way:
- [Cooperative](coop.md)
- Cooperative
- It manages the promotion of the Veda and related ecosystem
- It safeguards the decentralization principles and the governance of the ecosystem.
- It requires operational tasks in relation to anything that is of interest our members.
- [DAO](dao.md)
- DAO
- A **Decentralized Autonomous Organization** is an organizational structure that operates through smart contracts on a blockchain, with decision-making processes carried out in a decentralized and autonomous manner.

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{
"label": "Business",
"position": 11,
"position": 61,
"link": {
"type": "generated-index",
"description": "To be further prepared."

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@ -5,7 +5,7 @@ hide_title: true
description: 'Investment Opportunity: Luxury Nile Cruise Operations'
---
![](../main/img/boats_land3.png)
![](../img/boats_land3.png)
## Current Operations Overview

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description: 'The boats are special'
---
![](../main/img/3_boats_sky.png)
![](../img/3_boats_sky.png)
# Unique Competitive Advantages

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