CarvusTrain 1.0.1

CarvusTrain: A powerful AI development ecosystem — train, deploy, and serve AI models with code generation, grammar understanding, RAG, and agent training.

⚡ CarvusTrain

The AI Development Ecosystem
Train • Build • Deploy • Evolve

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🚀 What is CarvusTrain?

CarvusTrain is not just an AI trainer.

It is a complete AI engineering ecosystem designed to create, train, deploy, and evolve intelligent systems.

Built completely in Python with zero mandatory dependencies, CarvusTrain provides:

• 🧠 AI model creation
• 💻 Real code generation
• 📚 Knowledge learning
• 🤖 Autonomous agents
• 🌐 API deployment
• 🧬 Model exporting

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✨ Features

🧠 Advanced AI Core

Model Builder Create AI architectures: Transformer Neural Networks CNN RNN LSTM Custom models

Intelligence Engine Includes: Memory system Personality engine Context tracking Learning validation Plugin architecture

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💻 AI Code Generation Engine

Generate real algorithms in:

Language	Support
Python	✅
JavaScript	✅
TypeScript	✅
Java	✅
C++	✅
Rust	✅
Go	✅
Kotlin	✅
Swift	✅
Bash	✅
Ruby	✅
PHP	✅
R	✅
Scala	✅

Example:

from carvustrain import Model

ai = Model(
    name="Carvus",
    architecture="transformer"
)

ai.learn(
    "Python is a programming language"
)

answer = ai.ask(
    "What is Python?"
)

print(answer)

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🧬 Learning System

CarvusTrain can:

Input Data
     |
     ▼
Knowledge Engine
     |
     ▼
Semantic Memory
     |
     ▼
AI Reasoning
     |
     ▼
Improved Responses

Features:

• TF-IDF semantic search
• Knowledge retention
• Grammar understanding
• Learning validation
• Context awareness

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🤖 Agent Framework

Create specialized AI agents:

                 Carvus Agent System

                        AI

                        |
        --------------------------------
        |              |               |
     Planner        Coder          Researcher

                        |
                        ▼

              Automated Solutions

Supports:

• Goal based training
• Multi-agent teams
• Custom workflows
• Auto optimization

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🌐 Deploy Anywhere

Turn your model into an API:

model.serve(
    port=8000
)

Endpoints:

POST /
GET  /info

Export formats:

.ct
.json
.bin
.onnx
.gguf

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⚡ CLI Experience

carvustrain create my-ai

carvustrain train --data dataset.txt

carvustrain chat --model my.ct

carvustrain serve --port 8000

carvustrain export --format gguf

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📦 Installation

git clone https://github.com/AadilFazal/CarvusTrain.git

cd CarvusTrain

pip install -e .

Optional AI acceleration:

pip install scikit-learn

pip install sentence-transformers

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🏗️ Architecture

CarvusTrain

├── Model Engine
├── Memory System
├── Knowledge Base
├── Inference Engine
├── Trainer
├── Agent Framework
├── Export System
├── API Server
└── CLI

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🛠️ Roadmap

✅ AI Model Builder
✅ Code Generation
✅ Knowledge System
✅ REST API
✅ Agent Framework

Coming:

⬜ GPU Training Engine
⬜ Distributed Training
⬜ Visual AI Studio
⬜ Carvus Cloud
⬜ Neural Architecture Search

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🌌 Vision

"Give everyone the power to build intelligent systems."

CarvusTrain aims to become a complete open AI engineering platform where developers can create, train, and deploy the next generation of AI.

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Made with ⚡ by Aadil Fazal