🐺 SENTIENT OS

The Operating System That Thinks

Düşünen İşletim Sistemi

Kurulum • Hızlı Başlangıç • LLM Hub • Özellikler • Mimari • Kullanım

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📊 Proje Özeti

Metrik	Değer	Açıklama
Rust Crate	93	Tamamen Rust ile yazılmış
LLM Provider	57+	OpenAI, Anthropic, Google, DeepSeek, Groq, Unify, Portkey...
LLM Model	245+	GPT-2 (2019) → o4-mini/Grok 4 (2026)
AI Gateway	11	OpenRouter, Unify, Portkey, Helicone, NotDiamond...
Skill	5,587+	Dünyanın en büyük AI skill koleksiyonu
Entegrasyon	72+ proje	AutoGPT, CrewAI, LangChain, Ollama...
Kanal	24 platform	Telegram, Discord, WhatsApp, Slack...
Rust Kodu	152,877+ satır	Production-grade

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🚀 Tek Komutla Kurulum

OpenClaw Tarzı — Tek Komut, Tam Kurulum

# Yöntem 1: curl ile (önerilen)
curl -fsSL https://raw.githubusercontent.com/nexsusagent-coder/SENTIENT_CORE/main/install.sh | bash

# Yöntem 2: git clone + install
git clone https://github.com/nexsusagent-coder/SENTIENT_CORE.git
cd SENTIENT_CORE
./install.sh

Kurulum Adımları (OpenClaw Standardı)

1. ⚠️  Yasal Uyari (Yes/No)          → Kullanım koşulları
2. 🔍 Sistem Tespiti                → OS, RAM, GPU, CPU
3. 📦 Kurulum Modu                  → Quick / Full / Custom
4. 🧠 LLM Provider Seçimi          → Lokal (ücretsiz) veya API
5. 🧩 Ek Modüller                   → Voice, Browser, Desktop, Channels
6. 🐳 Docker Servisleri             → PostgreSQL, Redis, Qdrant...
7. ⚙️  Yapılandırma (.env)          → Otomatik oluşturma
8. 🔨 Derleme                       → cargo build --release
9. ✅ Doğrulama                     → health-check

Hızlı Kurulum (Sorusuz)

# Tüm soruları atla, varsayılanlarla kur
./install.sh --yes --quick

# Tam kurulum (tüm 93 crate + Docker)
./install.sh --yes --full

# Özel dizine kur
./install.sh --dir /opt/sentient

# Kaldır
./install.sh --uninstall

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⚡ Hızlı Başlangıç

# İnteraktif sohbet
sentient chat

# Tek soru sor
sentient ask "Rust'ta async nasıl çalışır?"

# Sesli asistan (JARVIS modu)
sentient voice

# Web API sunucusu
sentient gateway
# → http://localhost:8080

# Web dashboard
sentient dashboard
# → http://localhost:8080/dashboard

# Sistem durumu
sentient status

# İlk kurulum sihirbazı
sentient init

# Sağlık kontrolü
sentient doctor

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🧠 LLM Hub

SENTIENT OS dünyanın en kapsamlı LLM hub'ına sahiptir. 57+ provider, 245+ model desteği.

Doğrudan AI Şirketleri

Provider	Modeller	Fiyat	Ücretsiz
OpenAI	GPT-4o, o3, o4-mini (17 model)	$$	❌
Anthropic	Claude 4, 3.5, 3, 2, 1 (12 model)	$$	❌
Google	Gemini 2.5, 2.0, 1.5, Gemma 3 (14 model)	$	✅ Flash ücretsiz
Mistral 🇫🇷	Large 2, Small 3.1, Codestral, Pixtral (11 model)	$	✅ Bazı modeller
DeepSeek 🇨🇳	V3, R1, R2, V4, Coder (6 model)	EN UCUZ	✅ Çoğu ücretsiz
xAI	Grok 3, 3 Mini, Grok 4 (4 model)	$$	✅ Mini ücretsiz
Cohere	Command A, R+, Aya Exa (6 model)	$	✅
Perplexity	Sonar, Deep Research (4 model)	$$	❌

AI Gateway / Router (11 Provider)

Gateway	İşlev	Ücretsiz Tier
OpenRouter	300+ model marketplace	✅ Bazı modeller
Unify AI	ML-based akıllı routing (quality/cost/speed)	✅ $5 kredi
Portkey	Enterprise gateway, failover, caching	✅ 10K req/mo
Helicone	AI observability, cost tracking	✅ 50K req/mo
NotDiamond	ML ile prompt bazlı model seçimi	✅
AI/ML API	100+ model, doğrudan erişimden %40 ucuz	✅ 100 req/gün
Glama	Multi-model gateway + MCP desteği	✅
Requesty	LLM router, A/B testing	✅
LiteLLM	100+ provider, self-hosted proxy	Açık kaynak
Cloudflare Workers AI	Edge inference	✅
Chutes	Tamamen ücretsiz inference!	✅ Tamamen

Lokal / Açık Kaynak (Ücretsiz!)

Model	VRAM	Ollama ID	Özellik
Llama 4 Scout	48GB	llama4:scout	10M context, MoE 109B, Vision
Llama 4 Maverick	96GB	llama4:maverick	1M context, MoE 400B, Vision
Qwen3 30B-A3B MoE	4GB!	qwen3:30b-a3b	3B aktif parametre, Reasoning
DeepSeek R2	96GB	deepseek-r2	Reasoning + Vision
Gemma 3 27B	16GB	gemma3:27b	Vision, 128K context
Phi-4 14B	8GB	phi4:14b	MIT lisans, Code
Mistral Small 3.1	16GB	mistral-small3.1:24b	Vision + Tools
Gemma 3 4B	4GB	gemma3:4b	Vision, en hafif
DeepSeek R1 Distill 8B	4GB	deepseek-r1:8b	En küçük reasoning
Qwen 2.5 Coder 14B	8GB	qwen2.5-coder:14b	Code specialist

Çin AI Ekosistemi

Provider	Modeller
Qwen (Alibaba)	Qwen3, QwQ, QVQ, Qwen4 Max
Baidu ERNIE	ERNIE 4.0, 3.5
Zhipu GLM	GLM-4 Plus, Flash
Moonshot (Kimi)	V1 128K
StepFun	Step-2, Step-1V
ByteDance	Doubao 1.5 Pro

Diğer Bölgesel AI

Bölge	Provider	Modeller
🇷🇺 Rusya	GigaChat	Pro, Max
🇰🇷 Kore	Upstage	Solar Pro 2
🇪🇺 Avrupa	Aleph Alpha	Luminous, Pharia
🇮🇳 Hindistan	Sarvam AI	Sarvam-M
🇯🇵 Japonya	Rinna, CyberAgent	CALM 3
🇦🇪 Arap	InceptionAI	JAIS 30B

Rust ile Kullanım

use sentient_llm::{LlmHub, ChatRequest, Message};

#[tokio::main]
async fn main() {
    // Tüm provider'ları otomatik algıla (.env dosyasından)
    let hub = LlmHub::from_env().unwrap();

    // Sohbet
    let response = hub.chat(ChatRequest {
        model: "gpt-4o".into(),
        messages: vec![Message::user("Merhaba!")],
        ..Default::default()
    }).await.unwrap();

    println!("{}", response.choices[0].message.content.as_text().unwrap());
}

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🌟 Özellikler

🧠 Core Intelligence

Özellik	Açıklama
57+ LLM Provider	OpenAI, Anthropic, Google, Mistral, DeepSeek, Groq, Unify, Portkey...
245+ Model	GPT-2 (2019) → o4-mini/Grok 4 (2026)
11 AI Gateway	OpenRouter, Unify, Portkey, Helicone, NotDiamond...
Smart Routing	Maliyet, hız veya kalite bazlı otomatik provider seçimi
Circuit Breaker	Hata toleransı, otomatik retry ve failover
Cost Tracker	Gerçek zamanlı maliyet takibi

🎙️ Voice (JARVIS Seviyesi)

🎤 Mikrofon → Whisper STT → LLM → TTS → 🔊 Hoparlör
     ↑                                    |
     └──── Wake Word ("Hey Sentient") ────┘

Özellik	Lokal (Ücretsiz)	API (Ücretli)
STT	Whisper.cpp	OpenAI Whisper
TTS	Piper (Türkçe)	ElevenLabs
Wake Word	Porcupine, Vosk	-

🖥️ Desktop Automation (Computer Use)

Özellik	Açıklama
Fare/Klavye	İnsan gibi hareket (Bezier eğrileri)
Ekran Okuma	OCR, görüntü analizi
GUI Kontrol	Tüm uygulamalar
Safety	50+ tehlikeli komut engeli

📱 24 Platform Entegrasyonu

Platform	Durum	Tür
Telegram	✅ Aktif	Mesajlaşma
Discord	✅ Aktif	Mesajlaşma
WhatsApp	✅ Aktif	Mesajlaşma
Slack	✅ Aktif	İş
Email	✅ Aktif	İletişim
+ 19 platform daha

🔐 Güvenlik (Enterprise Grade)

Özellik	Açıklama
V-GATE	API key'ler asla istemcide değil, proxy üzerinden
Guardrails	Prompt injection, PII, secret filtreleme
Vault	AES-256-GCM şifreleme, key rotation
TEE	AMD SEV-SNP, Intel TDX desteği
ZK-MCP	Zero-knowledge proof
Audit	Tüm işlemler loglanır

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📦 Crate Yapısı (93 Crate)

🧠 Core (7 Crate)

Crate	İşlev
sentient_core	Ana motor, sistem yönetimi
sentient_memory	Agent bellek sistemi (Hippocampus)
sentient_graph	Event graph, workflow
sentient_orchestrator	Agent loop & routing
sentient_gateway	API gateway
sentient_cevahir	Türkçe LLM cognitive engine
oasis_brain	Gemma 4 cognitive kernel

🤖 LLM (7 Crate)

Crate	İşlev
sentient_llm	57+ provider, 245+ model hub
sentient_embed	Multi-provider embedding hub
sentient_rerank	Search result reranking
sentient_local	Lokal LLM yönetimi
sentient_groq	Groq LPU ultra-fast inference
sentient_vector	Vector search
sentient_rag	Native RAG engine

🔒 Security (6 Crate)

Crate	İşlev
sentient_vgate	V-GATE proxy (API key güvenliği)
sentient_guardrails	Input/output filtreleme
oasis_vault	Secrets manager (AES-256-GCM)
sentient_tee	TEE support (AMD SEV-SNP)
sentient_zk_mcp	Zero-knowledge proof
sentient_anomaly	Anomaly detection

🖥️ Desktop & Browser (5 Crate)

Crate	İşlev
oasis_hands	Desktop automation (EN BÜYÜK - 36K+ satır)
oasis_autonomous	Tam otonom agent
oasis_browser	Browser automation
oasis_manus	Docker execution sandbox
sentient_desktop	Computer Use / GUI control

🎤 Voice (2 Crate)

Crate	İşlev
sentient_voice	STT + TTS pipeline
sentient_wake	Wake word detection

📱 Channels & Communication (1 Crate)

Crate	İşlev
sentient_channels	24 platform entegrasyonu

🔧 Tools & Utilities (60+ Crate)

Crate	İşlev
sentient_rag	Native RAG engine
sentient_vision	Vision/multimodal
sentient_mcp	Model Context Protocol
sentient_sandbox	E2B sandbox
sentient_skills	Skills system (5,587+)
sentient_search	Web search (Tavily, Brave, SearXNG)
sentient_image	Image generation (DALL-E, SD, Flux)
sentient_video	Video generation
sentient_finetuning	Fine-tuning (LoRA)
sentient_quantize	Model quantization
sentient_knowledge	Knowledge graph
sentient_enterprise	RBAC, SSO, Audit
sentient_compliance	SOC 2 compliance
sentient_observability	OpenTelemetry, Prometheus
sentient_i18n	8 dil desteği
sentient_backup	Backup & DR
sentient_cluster	Kubernetes operator
sentient_web	Web server
sentient_workflow	Visual flow builder (n8n-style)
sentient_daemon	Background always-on assistant
sentient_proactive	Time/Event/Pattern triggers
sentient_connectors	Gmail, Calendar, GitHub, Weather
sentient_digest	Morning briefing system
sentient_a2a	Agent-to-Agent protocol
sentient_home	Smart Home (Home Assistant)
sentient_social	Social media automation
sentient_remote	Mobile PWA, Telegram Mini App
sentient_learning	User behavior learning
sentient_marketplace	Skills marketplace
...	ve 30+ crate daha

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🎯 Kullanım Rehberi

1. İnteraktif Sohbet (REPL)

sentient chat
# veya model belirterek
sentient chat --model gpt-4o
sentient chat --model ollama:qwen3:30b-a3b

2. API Sunucusu (Gateway)

sentient gateway
# POST http://localhost:8080/v1/chat/completions
# OpenAI-compatible API

curl http://localhost:8080/v1/chat/completions \
  -H "Authorization: Bearer $JWT_SECRET" \
  -d '{"model":"gpt-4o","messages":[{"role":"user","content":"Merhaba"}]}'

3. Sesli Asistan

sentient voice
# "Hey Sentient" → mikrofon dinler → yanıt verir

4. Desktop Automation

sentient desktop
# Bilgisayarı otonom kontrol eder

5. Skill Kullanımı

sentient skill search "browser automation"
sentient skill run code-review --path ./src
sentient skill list

6. Docker ile Tüm Servisler

docker-compose up -d
# Servisler:
# - PostgreSQL (5432)    → Veritabanı
# - Redis (6379)         → Cache
# - Qdrant (6333)        → Vector DB
# - MinIO (9000/9001)    → Object Storage
# - Prometheus (9090)    → Monitoring
# - Grafana (3001)       → Dashboard
# - Ollama (11434)       → Lokal LLM
# - SearXNG (8888)       → Arama Motoru
# - RabbitMQ (5672)      → Message Queue

7. Sağlık Kontrolü

sentient doctor
# veya
./scripts/health-check.sh

8. Sistem Durumu

sentient status

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📊 Sistem Gereksinimleri

Mod	RAM	Disk	GPU	Açıklama
API Only	2 GB	5 GB	Yok	API provider kullanımı
Local Small	8 GB	10 GB	Opsiyonel	Ollama 3B-7B
Local Medium	16 GB	20 GB	8GB VRAM	Ollama 14B-27B (önerilen)
Local Large	64 GB	50 GB	24GB VRAM	Ollama 70B+
Full Stack	32 GB	30 GB	8GB VRAM	Tüm servisler + Docker
Enterprise	64 GB+	100 GB+	24GB+ VRAM	Multi-tenant, RBAC

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🐳 Docker

# Tüm servisleri başlat
docker-compose up -d

# Sadece temel servisler
./scripts/start.sh --minimal

# Servisleri durdur
./scripts/stop.sh

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🛠️ Geliştirme

# Tüm crate'leri derle
cargo build --release

# Sadece CLI binary
cargo build --release --bin sentient

# Test
cargo test --workspace

# Clippy
cargo clippy --workspace

# Format
cargo fmt

# Belirli crate derle
cargo build --release -p sentient_llm
cargo build --release -p sentient_voice

Makefile Komutları

make build          # Derle
make run            # REPL başlat
make test           # Test çalıştır
make docker-up      # Docker servisleri başlat
make clean          # Temizle
make skills         # Skill library güncelle
make help           # Tüm komutlar

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🌍 Dil Desteği

Dil	Durum
🇹🇷 Türkçe	✅ Tam destek (Cevahir AI engine)
🇺🇸 English	✅ Full support
🇩🇪 Deutsch	🔄 Partial
🇫🇷 Français	🔄 Partial
🇪🇸 Español	🔄 Partial
🇯🇵 日本語	🔄 Partial
🇨🇳 中文	🔄 Partial
🇰🇷 한국어	🔄 Partial

---

📁 Proje Yapısı

SENTIENT_CORE/
├── crates/                  # 93 Rust crate
│   ├── sentient_core/       # Ana motor
│   ├── sentient_llm/        # LLM hub (57+ provider, 245+ model)
│   ├── sentient_embed/      # Embedding hub
│   ├── sentient_rerank/     # Reranking engine
│   ├── sentient_voice/      # Ses modülü (STT + TTS)
│   ├── sentient_channels/   # 24 platform
│   ├── sentient_memory/     # Bellek sistemi
│   ├── sentient_rag/        # RAG engine
│   ├── sentient_vision/     # Vision/multimodal
│   ├── sentient_mcp/        # MCP protocol
│   ├── sentient_vgate/      # V-GATE proxy
│   ├── sentient_guardrails/ # Güvenlik duvarı
│   ├── sentient_cli/        # CLI arayüzü
│   ├── sentient_setup/      # Setup wizard (TUI)
│   ├── oasis_hands/         # Desktop automation (36K+ satır)
│   ├── oasis_autonomous/    # Tam otonom agent
│   ├── oasis_browser/       # Browser automation
│   ├── sentient_cevahir/    # Türkçe LLM cognitive engine
│   └── ...                  # 75+ crate daha
├── integrations/            # 72+ entegre proje
│   ├── agents/              # AutoGPT, CrewAI, LangChain, Goose...
│   ├── framework/           # LlamaIndex, Phidata, Semantic Kernel...
│   ├── tools/               # Firecrawl, Mem0, Crawl4AI...
│   ├── browser/             # Browser-use, LightPanda...
│   ├── memory/              # Qdrant, MemGPT...
│   ├── sandbox/             # E2B, LocalStack...
│   ├── cevahir_ai/          # Türkçe LLM engine
│   └── security/            # NeMo-Guardrails...
├── skills/                  # 5,587+ skill
│   ├── Dev/                 # 2,965 skill
│   ├── OSINT/               # 1,050 skill
│   ├── Social/              # 238 skill
│   ├── Automation/          # 306 skill
│   ├── Media/               # 246 skill
│   └── ...                  # 5 kategori daha
├── scripts/                 # Yardımcı scriptler
│   ├── start.sh             # Tüm servisleri başlat
│   ├── stop.sh              # Servisleri durdur
│   ├── health-check.sh      # Sağlık kontrolü
│   ├── setup-ollama.sh      # Ollama kurulumu
│   └── run_tests.sh         # Test çalıştırıcı
├── data/                    # Veritabanları
├── dashboard/               # Web dashboard
├── config/                  # Konfigürasyon
├── docker-compose.yml       # 9 Docker servisi
├── install.sh               # ✨ Tek komutla kurulum (OpenClaw-style)
├── Makefile                 # Build komutları
├── .env.example             # Config şablonu
└── Cargo.toml               # Workspace config (93 member)

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🔌 Entegrasyonlar (72+ Proje)

Agent Framework'leri (17)

Proje	Açıklama
AutoGPT	Otonom agent
CrewAI	Multi-agent orchestration
LangChain	LLM framework
LlamaIndex	RAG framework
MetaGPT	Multi-agent simulator
AutoGen	Microsoft multi-agent
OpenHands	AI developer
Goose	AI coding agent
Phidata	AI apps
Semantic Kernel	Microsoft AI

Tools (5)

Proje	Açıklama
Firecrawl	Web scraping
Mem0	Memory layer
CAG4AI	Web extraction
Judge0	Code execution
RAGFlow	RAG engine

Türkçe LLM — Cevahir AI

Modül	İşlev
Neural Network (V-7)	RoPE, RMSNorm, SwiGLU, KV Cache, MoE, GQA
Cognitive Strategies	Direct, Think, Debate, Tree of Thoughts
Turkish BPE Tokenizer	60K vocabulary, GPU batch processing
Memory & RAG	Vector store, semantic cache

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📜 Lisans

GNU AGPL v3.0 — Kullan, değiştir, paylaş.

Ticari kullanım için: enterprise@sentient-os.ai

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🤝 Katkıda Bulunma

1. Fork'la
2. Branch oluştur: git checkout -b feature/yeni-ozellik
3. Commit'le: git commit -m 'Yeni özellik'
4. Push'la: git push origin feature/yeni-ozellik
5. Pull Request aç

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📞 İletişim

Kanal	Link
GitHub	github.com/nexsusagent-coder/SENTIENT_CORE
Ko-fi	ko-fi.com/sentientos
Email	sentient@sentient-os.ai

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SENTIENT OS
The Operating System That Thinks

Made with 🦀 by the SENTIENT Team