Adaptensor Documentation¶

Welcome to Adaptensor — the Private Document AI Platform with AdaptHex compression.

What is Adaptensor?¶

Adaptensor is a private document AI platform that lets you:

• Upload documents (PDF, Word, TXT, HTML)
• Index them with TPU-accelerated embeddings
• Search semantically across all your content
• Query via API or Python SDK

All while keeping your data 100% private — no external API calls, no data sharing.

Why Adaptensor?¶

🔒 Complete Privacy¶

Your documents never leave your cloud. Zero external API calls. Full data sovereignty for regulated industries.

⚡ AdaptHex Compression¶

Our proprietary hexadecimal quantization reduces vector storage by 4-8x while maintaining 99.6% accuracy.

💰 Predictable Pricing¶

Simple pay-as-you-go: $0.10/1K queries, $0.50/GB storage, $1.00/10K chunks indexed.

🚀 TPU Accelerated¶

Built on Google Cloud TPUs with our AdaptCore™ middleware for 10x faster indexing than GPU alternatives.

Quick Example¶

pip install adaptensor

from adaptensor import Adaptensor

# Initialize client
client = Adaptensor(api_key="sk_live_...")

# Upload a document
client.upload("contract.pdf")

# Search semantically
results = client.query("What are the payment terms?")
for result in results:
    print(f"{result.score:.2f}: {result.text}")

Platform Architecture¶

┌─────────────────────────────────────────────────────────────┐
│                     Your Application                         │
├─────────────────────────────────────────────────────────────┤
│                   Adaptensor SDK / API                       │
├─────────────────────────────────────────────────────────────┤
│  AdaptCore™     │  AdaptHex™        │  AdaptLLM™            │
│  TPU Middleware │  4-8x Compression │  TPU Inference        │
├─────────────────────────────────────────────────────────────┤
│                   Google Cloud TPUs                          │
└─────────────────────────────────────────────────────────────┘

Supported File Types¶

Performance Benchmarks¶

Next Steps¶

1. Create an account and get your API key
2. Follow the Quick Start guide
3. Upload your first document
4. Start querying!

Need Help?¶

• 📧 Email: support@adaptensor.com
• 💬 Discord: Join our community
• 🐛 Issues: GitHub