From 7576f31dd7ff72ccc1094af73014589879774fec Mon Sep 17 00:00:00 2001 From: Dae Sanghwi Date: Fri, 22 Nov 2024 23:21:26 -0600 Subject: [PATCH] updates --- _includes/docs-nav.html | 30 ++++ css/docs.css | 209 +++++++++++++++++++++++++ docs/aetheros/architecture.html | 123 +++++++++++++++ docs/aetheros/kernel.html | 145 +++++++++++++++++ docs/aetheros/security.html | 145 +++++++++++++++++ docs/seoggi/language-guide.html | 171 ++++++++++++++++++++ docs/seoggi/memory-model.html | 168 ++++++++++++++++++++ docs/seokjin-ai/api-optimization.html | 172 ++++++++++++++++++++ docs/seokjin-ai/computer-vision.html | 184 ++++++++++++++++++++++ docs/seokjin-ai/model-fine-tuning.html | 191 ++++++++++++++++++++++ downloads/aetheros.html | 72 +++++++++ downloads/seoggi.html | 91 +++++++++++ downloads/seokjin-ai.html | 64 ++++++++ scripts/dev-setup.sh | 30 ++++ 14 files changed, 1795 insertions(+) create mode 100644 _includes/docs-nav.html create mode 100644 css/docs.css create mode 100644 docs/aetheros/architecture.html create mode 100644 docs/aetheros/kernel.html create mode 100644 docs/aetheros/security.html create mode 100644 docs/seoggi/language-guide.html create mode 100644 docs/seoggi/memory-model.html create mode 100644 docs/seokjin-ai/api-optimization.html create mode 100644 docs/seokjin-ai/computer-vision.html create mode 100644 docs/seokjin-ai/model-fine-tuning.html create mode 100644 downloads/aetheros.html create mode 100644 downloads/seoggi.html create mode 100644 downloads/seokjin-ai.html create mode 100755 scripts/dev-setup.sh diff --git a/_includes/docs-nav.html b/_includes/docs-nav.html new file mode 100644 index 0000000..85331ce --- /dev/null +++ b/_includes/docs-nav.html @@ -0,0 +1,30 @@ + + diff --git a/css/docs.css b/css/docs.css new file mode 100644 index 0000000..71bf7ab --- /dev/null +++ b/css/docs.css @@ -0,0 +1,209 @@ +/* Documentation Styles */ +:root { + --docs-sidebar-width: 280px; + --docs-content-max-width: 900px; + --docs-header-height: 60px; + --docs-spacing: 2rem; + --docs-code-bg: #1e1e1e; + --docs-code-color: #d4d4d4; + --docs-border-color: #e0e0e0; + --docs-link-color: #ff0080; + --docs-link-hover-color: #6600b3; +} + +/* Layout */ +.docs-content { + display: flex; + max-width: var(--docs-content-max-width); + margin: 0 auto; + padding: var(--docs-spacing); + gap: var(--docs-spacing); +} + +/* Navigation */ +.docs-nav { + width: var(--docs-sidebar-width); + position: sticky; + top: var(--docs-header-height); + height: calc(100vh - var(--docs-header-height)); + overflow-y: auto; + padding-right: var(--docs-spacing); + border-right: 1px solid var(--docs-border-color); +} + +.docs-nav-section { + margin-bottom: var(--docs-spacing); +} + +.docs-nav-section h3 { + font-size: 1.2rem; + margin-bottom: 1rem; + color: var(--docs-link-color); +} + +.docs-nav ul { + list-style: none; + padding: 0; + margin: 0; +} + +.docs-nav li { + margin-bottom: 0.5rem; +} + +.docs-nav a { + color: inherit; + text-decoration: none; + display: block; + padding: 0.5rem; + border-radius: 4px; + transition: background-color 0.2s; +} + +.docs-nav a:hover { + background-color: rgba(255, 0, 128, 0.1); + color: var(--docs-link-hover-color); +} + +/* Article */ +.docs-article { + flex: 1; + min-width: 0; +} + +.docs-header { + margin-bottom: var(--docs-spacing); + padding-bottom: var(--docs-spacing); + border-bottom: 1px solid var(--docs-border-color); +} + +.docs-header h1 { + font-size: 2.5rem; + margin: 0 0 1rem; + color: var(--docs-link-color); +} + +.docs-metadata { + display: flex; + gap: 1rem; + color: #666; + font-size: 0.9rem; +} + +/* Sections */ +.docs-article section { + margin-bottom: var(--docs-spacing); +} + +.docs-article h2 { + font-size: 1.8rem; + margin: 2rem 0 1rem; + color: var(--docs-link-color); +} + +.docs-article h3 { + font-size: 1.4rem; + margin: 1.5rem 0 1rem; +} + +/* Code Blocks */ +.docs-article pre { + background-color: var(--docs-code-bg); + color: var(--docs-code-color); + padding: 1.5rem; + border-radius: 8px; + overflow-x: auto; + margin: 1rem 0; +} + +.docs-article code { + font-family: 'Fira Code', monospace; + font-size: 0.9rem; + line-height: 1.5; +} + +/* Best Practices Cards */ +.best-practices { + display: grid; + grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); + gap: 1.5rem; + margin: 2rem 0; +} + +.practice-card { + background: #fff; + border: 1px solid var(--docs-border-color); + border-radius: 8px; + padding: 1.5rem; + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); +} + +.practice-card h3 { + color: var(--docs-link-color); + margin-top: 0; +} + +.practice-card ul { + padding-left: 1.5rem; + margin: 1rem 0; +} + +.practice-card li { + margin-bottom: 0.5rem; +} + +/* Responsive Design */ +@media (max-width: 1024px) { + .docs-content { + flex-direction: column; + } + + .docs-nav { + width: 100%; + position: static; + height: auto; + border-right: none; + border-bottom: 1px solid var(--docs-border-color); + padding-bottom: var(--docs-spacing); + margin-bottom: var(--docs-spacing); + } +} + +@media (max-width: 768px) { + :root { + --docs-spacing: 1rem; + } + + .docs-header h1 { + font-size: 2rem; + } + + .docs-article h2 { + font-size: 1.5rem; + } + + .docs-article h3 { + font-size: 1.2rem; + } +} + +/* Dark Mode */ +@media (prefers-color-scheme: dark) { + :root { + --docs-border-color: #2a2a2a; + --docs-code-bg: #000; + } + + body { + background-color: #121212; + color: #e0e0e0; + } + + .practice-card { + background: #1a1a1a; + } + + .docs-nav a:hover { + background-color: rgba(255, 0, 128, 0.2); + } +} diff --git a/docs/aetheros/architecture.html b/docs/aetheros/architecture.html new file mode 100644 index 0000000..bf7b1c3 --- /dev/null +++ b/docs/aetheros/architecture.html @@ -0,0 +1,123 @@ + + + + + + + + AetherOS System Architecture | YeonSphere + + + + + + + + +
+ {% include docs-nav.html %} + +
+
+

AetherOS System Architecture

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

System Overview

+

AetherOS is designed with a microkernel architecture, emphasizing modularity, security, and performance. The system is built using Rust to ensure memory safety and prevent common system-level vulnerabilities.

+ +

Core Components

+
    +
  • Microkernel: Handles basic process management and IPC
    • +
  • Device Drivers: Run in user space for improved stability
    • +
  • Security Monitor: Manages system security policies
    • +
  • Resource Manager: Handles system resource allocation
    • +
+
+ +
+

Kernel Design

+ 

+// Core kernel initialization
+#[no_mangle]
+pub extern "C" fn kernel_main() -> ! {
+    // Initialize essential kernel components
+    memory::init();
+    interrupts::init();
+    scheduler::init();
+
+    // Start system services
+    services::start_essential_services();
+
+    // Enter main kernel loop
+    loop {
+        scheduler::schedule_next_task();
+    }
+}
+
+
+ +
+

Memory Management

+

Virtual Memory System

+ 

+pub struct PageTable {
+    entries: [PageTableEntry; 512],
+    flags: PTFlags,
+}
+
+impl PageTable {
+    pub fn map(&mut self, vaddr: VirtAddr, paddr: PhysAddr, flags: PTFlags) -> Result<(), MapError> {
+        // Implement page mapping logic
+    }
+}
+
+
+ +
+

Process Management

+

Process Scheduler

+ 

+pub struct Process {
+    id: ProcessId,
+    state: ProcessState,
+    context: Context,
+    memory_space: MemorySpace,
+}
+
+impl Scheduler {
+    pub fn schedule(&mut self) -> Option<&Process> {
+        // Implement process scheduling logic
+    }
+}
+
+
+ +
+

Inter-Process Communication

+

Message Passing System

+ 

+pub struct Message {
+    sender: ProcessId,
+    receiver: ProcessId,
+    data: MessageData,
+}
+
+impl MessageQueue {
+    pub fn send(&mut self, msg: Message) -> Result<(), SendError> {
+        // Implement message sending logic
+    }
+}
+
+
+
+
+ + + + + diff --git a/docs/aetheros/kernel.html b/docs/aetheros/kernel.html new file mode 100644 index 0000000..ce27448 --- /dev/null +++ b/docs/aetheros/kernel.html @@ -0,0 +1,145 @@ + + + + + + + + AetherOS Kernel Design | YeonSphere + + + + + + + + +
+ {% include docs-nav.html %} + +
+
+

AetherOS Kernel Design

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

Microkernel Architecture

+

AetherOS uses a microkernel design where only essential services run in kernel space. This approach improves system stability and security by minimizing the trusted computing base.

+ +

Core Services

+ 

+// Essential kernel services
+pub mod kernel {
+    pub mod scheduler;
+    pub mod memory;
+    pub mod ipc;
+    pub mod interrupts;
+}
+
+// User-space services
+pub mod services {
+    pub mod filesystem;
+    pub mod networking;
+    pub mod device_drivers;
+}
+
+
+ +
+

Interrupt Handling

+

Interrupt Descriptor Table

+ 

+#[repr(C)]
+pub struct IDTEntry {
+    offset_low: u16,
+    segment_selector: u16,
+    flags: u16,
+    offset_mid: u16,
+    offset_high: u32,
+    reserved: u32,
+}
+
+impl InterruptManager {
+    pub fn register_handler(&mut self, vector: u8, handler: HandlerFn) {
+        // Register interrupt handler
+    }
+}
+
+
+ +
+

System Calls

+

System Call Interface

+ 

+#[repr(u64)]
+pub enum Syscall {
+    Read = 0,
+    Write = 1,
+    Open = 2,
+    Close = 3,
+    Fork = 4,
+    Exit = 5,
+}
+
+impl SyscallHandler {
+    pub fn handle_syscall(&mut self, syscall: Syscall, args: &[usize]) -> Result {
+        match syscall {
+            Syscall::Read => self.handle_read(args),
+            Syscall::Write => self.handle_write(args),
+            // Handle other system calls
+        }
+    }
+}
+
+
+ +
+

Process Scheduling

+

Priority-based Scheduler

+ 

+pub struct Task {
+    id: TaskId,
+    priority: Priority,
+    state: TaskState,
+    context: TaskContext,
+}
+
+impl Scheduler {
+    pub fn schedule(&mut self) -> Option {
+        // Find highest priority ready task
+        self.ready_queue
+            .iter()
+            .max_by_key(|task| task.priority)
+            .map(|task| task.id)
+    }
+}
+
+
+ +
+

Memory Management

+

Virtual Memory Manager

+ 

+pub struct VirtualMemoryManager {
+    page_tables: HashMap,
+    free_frames: BTreeSet,
+}
+
+impl VirtualMemoryManager {
+    pub fn allocate_pages(&mut self, process: ProcessId, pages: usize) -> Result {
+        // Implement page allocation logic
+    }
+}
+
+
+
+
+ + + + + diff --git a/docs/aetheros/security.html b/docs/aetheros/security.html new file mode 100644 index 0000000..147ad7f --- /dev/null +++ b/docs/aetheros/security.html @@ -0,0 +1,145 @@ + + + + + + + + AetherOS Security Model | YeonSphere + + + + + + + + +
+ {% include docs-nav.html %} + +
+
+

AetherOS Security Model

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

Security Overview

+

AetherOS implements a comprehensive security model based on the principle of least privilege. The system uses a combination of capability-based security and mandatory access controls.

+ +

Core Security Features

+
    +
  • Capability-based access control
    • +
  • Process isolation through memory protection
    • +
  • Secure IPC mechanisms
    • +
  • Resource usage monitoring
    • +
+
+ +
+

Capability System

+

Capability Implementation

+ 

+#[derive(Clone, Debug)]
+pub struct Capability {
+    rights: CapabilityRights,
+    resource: ResourceId,
+    restrictions: Vec,
+}
+
+impl SecurityManager {
+    pub fn grant_capability(&mut self, process: ProcessId, cap: Capability) -> Result<(), Error> {
+        // Verify and grant capability
+        self.verify_capability_chain(process, &cap)?;
+        self.capability_store.insert(process, cap);
+        Ok(())
+    }
+}
+
+
+ +
+

Access Control

+

Permission Management

+ 

+pub struct Permission {
+    read: bool,
+    write: bool,
+    execute: bool,
+    delegate: bool,
+}
+
+impl AccessController {
+    pub fn check_access(&self, subject: ProcessId, object: ResourceId, 
+                       requested: Permission) -> Result<(), AccessError> {
+        // Implement access control logic
+    }
+}
+
+
+ +
+

Process Isolation

+

Memory Protection

+ 

+pub struct MemoryProtection {
+    regions: Vec,
+    policy: ProtectionPolicy,
+}
+
+impl MemoryManager {
+    pub fn protect_region(&mut self, region: MemoryRegion, 
+                         protection: Protection) -> Result<(), ProtectionError> {
+        // Implement memory protection logic
+    }
+}
+
+
+ +
+

Security Auditing

+

Audit System

+ 

+pub struct AuditEvent {
+    timestamp: SystemTime,
+    event_type: EventType,
+    subject: ProcessId,
+    object: ResourceId,
+    result: AccessResult,
+}
+
+impl AuditSystem {
+    pub fn log_event(&mut self, event: AuditEvent) -> Result<(), LogError> {
+        // Implement audit logging logic
+    }
+}
+
+
+ +
+

Cryptographic Services

+

Secure Communication

+ 

+pub struct CryptoService {
+    key_store: KeyStore,
+    cipher_suite: CipherSuite,
+}
+
+impl CryptoService {
+    pub fn encrypt_message(&self, message: &[u8], 
+                          recipient: ProcessId) -> Result, CryptoError> {
+        // Implement message encryption
+    }
+}
+
+
+
+
+ + + + + diff --git a/docs/seoggi/language-guide.html b/docs/seoggi/language-guide.html new file mode 100644 index 0000000..3bccd97 --- /dev/null +++ b/docs/seoggi/language-guide.html @@ -0,0 +1,171 @@ + + + + + + + + Seoggi Language Guide | YeonSphere + + + + + + + + +
+ {% include docs-nav.html %} + +
+
+

Seoggi Language Guide

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

Introduction to Seoggi

+

Seoggi is a modern systems programming language designed for performance, safety, and expressiveness. It combines low-level control with high-level abstractions, making it ideal for system software development.

+ +

Key Features

+
    +
  • Zero-cost abstractions
    • +
  • Memory safety without garbage collection
    • +
  • Concurrent programming model
    • +
  • Pattern matching and algebraic data types
    • +
+
+ +
+

Language Basics

+

Hello World

+ 

+fn main() -> int {
+    println("Hello, World!");
+    return 0;
+}
+
+ +

Variables and Types

+ 

+// Type inference
+let x = 42;              // int
+let y = 3.14;           // float
+let name = "Seoggi";    // string
+
+// Explicit typing
+let count: int = 100;
+let pi: float = 3.14159;
+let message: string = "Hello";
+
+// Constants
+const MAX_SIZE: int = 1024;
+
+
+ +
+

Functions

+

Function Definitions

+ 

+// Basic function
+fn add(a: int, b: int) -> int {
+    return a + b;
+}
+
+// Multiple return values
+fn divide(a: int, b: int) -> (int, int) {
+    let quotient = a / b;
+    let remainder = a % b;
+    return (quotient, remainder);
+}
+
+// Generic function
+fn swap(a: &mut T, b: &mut T) {
+    let temp = move(*a);
+    *a = move(*b);
+    *b = move(temp);
+}
+
+
+ +
+

Memory Management

+

Ownership Model

+ 

+struct Buffer {
+    data: [u8; 1024]
+}
+
+impl Buffer {
+    // Constructor
+    fn new() -> Buffer {
+        Buffer { data: [0; 1024] }
+    }
+
+    // Move semantics
+    fn transfer(self) -> Buffer {
+        self  // Ownership transferred
+    }
+}
+
+fn use_buffer() {
+    let buf1 = Buffer::new();
+    let buf2 = buf1.transfer();  // buf1 is no longer valid
+}
+
+
+ +
+

Concurrency

+

Channel-based Communication

+ 

+// Create a channel
+let (sender, receiver) = channel();
+
+// Spawn a task
+spawn {
+    for i in 0..5 {
+        sender.send(i);
+    }
+};
+
+// Receive values
+while let Ok(value) = receiver.recv() {
+    println("Received: {}", value);
+}
+
+
+ +
+

Error Handling

+

Result Type

+ 

+enum Result {
+    Ok(T),
+    Err(E)
+}
+
+fn divide(x: float, y: float) -> Result {
+    if y == 0.0 {
+        return Err("division by zero");
+    }
+    return Ok(x / y);
+}
+
+// Using Result
+match divide(10.0, 2.0) {
+    Ok(result) => println("Result: {}", result),
+    Err(msg) => println("Error: {}", msg)
+}
+
+
+
+
+ + + + + diff --git a/docs/seoggi/memory-model.html b/docs/seoggi/memory-model.html new file mode 100644 index 0000000..e88b06b --- /dev/null +++ b/docs/seoggi/memory-model.html @@ -0,0 +1,168 @@ + + + + + + + + Seoggi Memory Model | YeonSphere + + + + + + + + +
+ {% include docs-nav.html %} + +
+
+

Seoggi Memory Model

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

Memory Model Overview

+

Seoggi's memory model is built on the principles of ownership and borrowing, ensuring memory safety without garbage collection. The model prevents common memory-related bugs while maintaining high performance.

+ +

Core Concepts

+
    +
  • Ownership rules
    • +
  • Borrowing and references
    • +
  • Lifetime management
    • +
  • Move semantics
    • +
+
+ +
+

Ownership Rules

+

Basic Ownership

+ 

+struct String {
+    ptr: *mut u8,
+    len: usize,
+    capacity: usize,
+}
+
+fn example() {
+    let s1 = String::from("hello");    // s1 owns the string
+    let s2 = s1;                       // ownership moved to s2
+    // println("{}", s1);              // Error: s1 is no longer valid
+    println("{}", s2);                 // OK: s2 is the owner
+}
+
+
+ +
+

Borrowing

+

References and Borrowing

+ 

+fn calculate_length(s: &String) -> usize {
+    s.len  // s is borrowed, original owner retains ownership
+}
+
+fn main() {
+    let s1 = String::from("hello");
+    let len = calculate_length(&s1);    // s1 is borrowed
+    println("Length: {}", len);
+    println("Original: {}", s1);        // s1 is still valid
+}
+
+ +

Mutable Borrowing

+ 

+fn append(s: &mut String, suffix: &str) {
+    s.push_str(suffix);  // Modifying borrowed data
+}
+
+fn main() {
+    let mut s = String::from("hello");
+    append(&mut s, " world");
+    println("{}", s);  // prints: "hello world"
+}
+
+
+ +
+

Lifetimes

+

Lifetime Annotations

+ 

+// Explicit lifetime annotation
+struct Excerpt<'a> {
+    part: &'a str,
+}
+
+fn longest<'a>(x: &'a str, y: &'a str) -> &'a str {
+    if x.len() > y.len() {
+        x
+    } else {
+        y
+    }
+}
+
+
+ +
+

Smart Pointers

+

Box Type

+ 

+// Heap allocation
+struct Node {
+    value: i32,
+    next: Option>
+}
+
+impl Node {
+    fn new(value: i32) -> Node {
+        Node {
+            value,
+            next: None
+        }
+    }
+}
+
+ +

Reference Counting

+ 

+struct SharedData {
+    count: Arc,
+    data: Vec
+}
+
+impl SharedData {
+    fn new(data: Vec) -> Self {
+        SharedData {
+            count: Arc::new(AtomicUsize::new(1)),
+            data
+        }
+    }
+}
+
+
+ +
+

Memory Safety Guarantees

+

Compile-time Checks

+ 

+fn demonstrate_safety() {
+    let mut data = vec![1, 2, 3];
+    let ref1 = &data[0];
+    // data.push(4);    // Error: can't modify while borrowed
+    println("{}", ref1);
+    
+    data.push(4);       // OK: ref1 is no longer used
+}
+
+
+
+
+ + + + + diff --git a/docs/seokjin-ai/api-optimization.html b/docs/seokjin-ai/api-optimization.html new file mode 100644 index 0000000..d202b06 --- /dev/null +++ b/docs/seokjin-ai/api-optimization.html @@ -0,0 +1,172 @@ + + + + + + + + Optimizing Seokjin AI API Usage | YeonSphere + + + + + + + + +
+ + +
+
+

Optimizing Seokjin AI API Usage

+
+ Last updated: December 30, 2023 + YeonSphere Team +
+
+ +
+

Rate Limit Management

+

Understanding Rate Limits

+ 

+from seokjin.ai import Client
+from seokjin.ai.utils import RateLimiter
+
+# Initialize client with rate limiter
+limiter = RateLimiter(
+    requests_per_minute=60,
+    burst_size=10
+)
+
+client = Client(rate_limiter=limiter)
+
+
+ +
+

Batch Processing

+

Efficient Batch Requests

+ 

+# Prepare batch of requests
+prompts = [
+    "Generate text 1",
+    "Generate text 2",
+    "Generate text 3"
+]
+
+# Process in optimal batch size
+results = client.generate_batch(
+    prompts,
+    batch_size=10,
+    max_concurrent=5,
+    timeout=30
+)
+
+
+ +
+

Caching Strategies

+

Implementing Cache

+ 

+from seokjin.ai.cache import Cache
+import hashlib
+
+class APICache(Cache):
+    def __init__(self):
+        self.cache = {}
+        self.ttl = 3600  # 1 hour
+    
+    def get_cache_key(self, prompt, params):
+        key_data = f"{prompt}:{str(params)}"
+        return hashlib.md5(key_data.encode()).hexdigest()
+
+
+ +
+

Error Handling

+ 

+from seokjin.ai.errors import (
+    APIError,
+    RateLimitError,
+    AuthenticationError,
+    ValidationError
+)
+
+def safe_api_call():
+    try:
+        result = client.generate("prompt")
+    except RateLimitError as e:
+        logger.warning(f"Rate limit hit: {e}")
+        time.sleep(e.retry_after)
+    except AuthenticationError:
+        logger.error("Authentication failed")
+        refresh_credentials()
+
+
+ +
+

Performance Monitoring

+ 

+from seokjin.ai.monitoring import Metrics
+
+metrics = Metrics()
+
+def track_api_call():
+    with metrics.timer("api_call"):
+        result = client.generate("prompt")
+    
+    metrics.increment("api_calls_total")
+    metrics.gauge("response_time", metrics.last_timer)
+
+
+ +
+

Cost Optimization

+ 

+from seokjin.ai.billing import TokenTracker
+
+tracker = TokenTracker()
+
+def track_usage():
+    with tracker.track():
+        result = client.generate("prompt")
+    
+    usage = tracker.get_usage()
+    cost = tracker.calculate_cost(usage)
+
+
+
+
+ + + + + + + + diff --git a/docs/seokjin-ai/computer-vision.html b/docs/seokjin-ai/computer-vision.html new file mode 100644 index 0000000..553555f --- /dev/null +++ b/docs/seokjin-ai/computer-vision.html @@ -0,0 +1,184 @@ + + + + + + + + Computer Vision Applications | YeonSphere + + + + + + + + +
+ + +
+
+

Computer Vision Applications

+
+ Last updated: December 20, 2023 + YeonSphere Team +
+
+ +
+

Image Classification

+

Basic Classification

+ 

+from seokjin.vision import ImageClassifier
+from seokjin.vision.models import VisionModel
+
+def classify_image(image_path):
+    classifier = ImageClassifier(
+        model=VisionModel("seokjin-vision-large")
+    )
+    
+    results = classifier.classify(
+        image_path,
+        top_k=5
+    )
+    
+    return results
+
+
+ +
+

Object Detection

+

Real-time Detection

+ 

+from seokjin.vision import ObjectDetector
+import cv2
+
+def detect_objects_realtime():
+    detector = ObjectDetector(
+        model="seokjin-detection-fast",
+        confidence_threshold=0.5
+    )
+    
+    cap = cv2.VideoCapture(0)
+    
+    while True:
+        ret, frame = cap.read()
+        if not ret:
+            break
+        
+        detections = detector.detect(frame)
+        
+        for det in detections:
+            detector.draw_detection(frame, det)
+        
+        cv2.imshow('Detection', frame)
+        if cv2.waitKey(1) & 0xFF == ord('q'):
+            break
+
+
+ +
+

Image Segmentation

+

Semantic Segmentation

+ 

+from seokjin.vision import Segmenter
+
+def segment_image(image_path):
+    segmenter = Segmenter(
+        model="seokjin-segment-accurate",
+        mode="semantic"
+    )
+    
+    mask = segmenter.segment(image_path)
+    
+    visualization = segmenter.visualize(
+        image_path,
+        mask,
+        alpha=0.5
+    )
+    
+    return mask, visualization
+
+
+ +
+

Image Generation

+

Text-to-Image

+ 

+from seokjin.vision import ImageGenerator
+
+def generate_image(prompt):
+    generator = ImageGenerator(
+        model="seokjin-diffusion-2"
+    )
+    
+    image = generator.generate(
+        prompt=prompt,
+        size=(512, 512),
+        num_inference_steps=50,
+        guidance_scale=7.5
+    )
+    
+    return image
+
+
+ +
+

Video Processing

+

Video Analysis

+ 

+from seokjin.vision import VideoAnalyzer
+
+def analyze_video(video_path):
+    analyzer = VideoAnalyzer(
+        detectors=[
+            ObjectDetector(),
+            ActionRecognizer(),
+            PersonTracker()
+        ]
+    )
+    
+    analysis = analyzer.analyze(
+        video_path,
+        fps=30,
+        batch_size=8
+    )
+    
+    return analysis
+
+
+
+
+ + + + + + + + diff --git a/docs/seokjin-ai/model-fine-tuning.html b/docs/seokjin-ai/model-fine-tuning.html new file mode 100644 index 0000000..d2c7eec --- /dev/null +++ b/docs/seokjin-ai/model-fine-tuning.html @@ -0,0 +1,191 @@ + + + + + + + + Fine-tuning Seokjin AI Models | YeonSphere + + + + + + + + +
+ + +
+
+

Fine-tuning Seokjin AI Models

+
+ Last updated: December 25, 2023 + YeonSphere Team +
+
+ +
+

Data Preparation

+

Data Collection and Cleaning

+ 

+from seokjin.ai.data import DataProcessor
+from seokjin.ai.validation import DataValidator
+
+# Initialize processors
+processor = DataProcessor()
+validator = DataValidator()
+
+def prepare_training_data(data_path):
+    # Load raw data
+    raw_data = processor.load_data(data_path)
+    
+    # Clean and validate
+    cleaned_data = processor.clean(
+        raw_data,
+        operations=[
+            "remove_duplicates",
+            "fix_encoding",
+            "normalize_text"
+        ]
+    )
+    
+    return cleaned_data
+
+
+ +
+

Training Process

+

Model Configuration

+ 

+from seokjin.ai.training import ModelConfig, Trainer
+
+config = ModelConfig(
+    base_model="seokjin-large",
+    training_type="fine-tuning",
+    parameters={
+        "learning_rate": 2e-5,
+        "epochs": 3,
+        "batch_size": 4,
+        "warmup_steps": 100
+    }
+)
+
+trainer = Trainer(config)
+
+
+ +
+

Model Evaluation

+ 

+from seokjin.ai.evaluation import ModelEvaluator
+from seokjin.ai.metrics import (
+    Accuracy,
+    BLEU,
+    ROUGE,
+    Perplexity
+)
+
+def evaluate_model(model_path, test_data):
+    evaluator = ModelEvaluator(
+        metrics=[
+            Accuracy(),
+            BLEU(),
+            ROUGE(),
+            Perplexity()
+        ]
+    )
+    
+    results = evaluator.evaluate(
+        model_path=model_path,
+        test_data=test_data
+    )
+    
+    return results
+
+
+ +
+

Deployment

+

Model Optimization

+ 

+from seokjin.ai.optimization import ModelOptimizer
+
+def optimize_model(model):
+    optimizer = ModelOptimizer()
+    
+    optimized_model = optimizer.optimize(
+        model,
+        target_platform="edge",
+        quantization=True,
+        pruning=True
+    )
+    
+    return optimized_model
+
+
+ +
+

Best Practices

+
+
+

Data Quality

+
    +
  • Clean and validate training data
    • +
  • Use diverse and representative samples
    • +
  • Implement proper data augmentation
    • +
+
+
+

Training Strategy

+
    +
  • Start with small learning rates
    • +
  • Use proper validation splits
    • +
  • Implement early stopping
    • +
+
+
+

Model Monitoring

+
    +
  • Track training metrics
    • +
  • Monitor resource usage
    • +
  • Implement proper logging
    • +
+
+
+
+
+
+ + + + + + + + diff --git a/downloads/aetheros.html b/downloads/aetheros.html new file mode 100644 index 0000000..287d130 --- /dev/null +++ b/downloads/aetheros.html @@ -0,0 +1,72 @@ + + + + + + + + Download AetherOS | YeonSphere + + + + + + + +
+
+
+

Download AetherOS

+
+ Last updated: December 30, 2023 +
+
+ +
+

Latest Release

+
+

AetherOS v0.1.0-alpha

+

Initial alpha release of AetherOS.

+
+

Coming Soon! AetherOS will be available as:

+
    +
  • Bootable ISO image
    • +
  • Virtual machine image
    • +
  • Source code on GitHub
    • +
+
+
+
+ +
+

System Requirements

+
    +
  • x86_64 processor
    • +
  • 4GB RAM minimum (8GB recommended)
    • +
  • 20GB free disk space
    • +
  • UEFI-compatible system
    • +
+
+ +
+

Installation Instructions

+

Once released, you'll be able to:

+
    +
  1. Download the ISO image
    2. +
  2. Create a bootable USB drive
    3. +
  3. Boot from the USB drive
    4. +
  4. Follow the graphical installer
    5. +
+ +

For development:

+ 
git clone https://github.com/yeonsphere/aetheros.git
+cd aetheros
+make build
+make run-qemu
+
+
+
+ + + + diff --git a/downloads/seoggi.html b/downloads/seoggi.html new file mode 100644 index 0000000..321fbff --- /dev/null +++ b/downloads/seoggi.html @@ -0,0 +1,91 @@ + + + + + + + + Download Seoggi | YeonSphere + + + + + + + +
+
+
+

Download Seoggi

+
+ Last updated: December 30, 2023 +
+
+ +
+

Latest Release

+
+

Seoggi v0.1.0-alpha

+

Initial alpha release of the Seoggi programming language.

+
+

Coming Soon! Seoggi will be available as:

+
    +
  • Pre-built binaries for major platforms
    • +
  • Package manager installations
    • +
  • Source code on GitHub
    • +
+
+
+
+ +
+

System Requirements

+
    +
  • 64-bit operating system
    • +
  • 2GB RAM minimum
    • +
  • LLVM 15.0 or higher (for building from source)
    • +
  • Linux, macOS, or Windows
    • +
+
+ +
+

Installation Instructions

+

Once released, you'll be able to install Seoggi using package managers:

+ +

Linux

+ 
# Ubuntu/Debian
+apt install seoggi
+
+# Fedora
+dnf install seoggi
+
+# Arch Linux
+pacman -S seoggi
+ +

macOS

+ 
brew install seoggi
+ +

Windows

+ 
scoop install seoggi
+ +

Building from Source

+ 
git clone https://github.com/yeonsphere/seoggi.git
+cd seoggi
+cargo build --release
+
+ +
+

Development Tools

+
    +
  • Seoggi Compiler (seogc)
    • +
  • Package Manager (seog)
    • +
  • Language Server (seog-ls)
    • +
  • Debug Tools (seog-debug)
    • +
+
+
+
+ + + + diff --git a/downloads/seokjin-ai.html b/downloads/seokjin-ai.html new file mode 100644 index 0000000..068ebcb --- /dev/null +++ b/downloads/seokjin-ai.html @@ -0,0 +1,64 @@ + + + + + + + + Download Seokjin AI | YeonSphere + + + + + + + +
+
+
+

Download Seokjin AI

+
+ Last updated: December 30, 2023 +
+
+ +
+

Latest Release

+
+

Seokjin AI v0.1.0-alpha

+

Initial alpha release of the Seokjin AI framework.

+
+

Coming Soon! The framework will be available through:

+
    +
  • GitHub Releases
    • +
  • PyPI Package Manager
    • +
  • Docker Hub
    • +
+
+
+
+ +
+

System Requirements

+
    +
  • Python 3.8 or higher
    • +
  • CUDA-capable GPU (recommended)
    • +
  • 8GB RAM minimum (16GB recommended)
    • +
  • Linux, macOS, or Windows
    • +
+
+ +
+

Installation Instructions

+

Once released, you'll be able to install Seokjin AI using pip:

+ 
pip install seokjin-ai
+ +

Or using Docker:

+ 
docker pull yeonsphere/seokjin-ai:latest
+
+
+
+ + + + diff --git a/scripts/dev-setup.sh b/scripts/dev-setup.sh new file mode 100755 index 0000000..2cf9e46 --- /dev/null +++ b/scripts/dev-setup.sh @@ -0,0 +1,30 @@ +#!/bin/bash + +# Colors for output +GREEN='\033[0;32m' +BLUE='\033[0;34m' +NC='\033[0m' # No Color + +echo -e "${BLUE}Setting up YeonSphere development environment...${NC}" + +# Check if Ruby is installed +if ! command -v ruby &> /dev/null; then + echo "Ruby is not installed. Installing Ruby..." + sudo apt-get update + sudo apt-get install -y ruby-full build-essential zlib1g-dev +fi + +# Install Bundler if not installed +if ! command -v bundle &> /dev/null; then + echo "Installing Bundler..." + gem install bundler +fi + +# Install dependencies +echo -e "${BLUE}Installing project dependencies...${NC}" +bundle install + +# Start Jekyll server +echo -e "${GREEN}Starting Jekyll server...${NC}" +echo -e "Your site will be available at ${BLUE}http://localhost:4000${NC}" +bundle exec jekyll serve --livereload