Semantic Search Framework

Text, image, video, audio, semantic search, asynchronous worker, and more. It's time to unify them all.
No more database development.

Super Fast Setup

Traditional multi-modal infrastructure requires complex orchestration of multiple services. OneNode eliminates this entirely.

Traditional Setup

26-70 hours

Vector Database Setup4-8 hrs

Object Storage Config2-6 hrs

Embedding Pipelines8-16 hrs

Background Jobs4-12 hrs

Integration & Debug8-24 hrs

OneNode

1 minute

Install

pip install onenode

Initialize

client = OneNode()
db = client.db("my_app")

Everything included:

✓ Vector search

✓ Object storage

✓ Background jobs

✓ AI models

✓ Auto-scaling

✓ Monitoring

Stop configuring infrastructure. Start building intelligent applications.

Enterprise Infrastructure
Simplified

OneNode orchestrates battle-tested infrastructure behind a single API. Get enterprise capabilities without enterprise complexity.

Why OneNode?

Zero Configuration

No setup, no maintenance, no scaling decisions. Just write code and deploy.

Production Ready

Built on proven infrastructure used by millions of applications worldwide.

Auto-Scaling

Seamlessly scales from prototype to enterprise without changing a line of code.

terminal

# Install
pip install onenode

# Initialize
client = OneNode()
db = client.db("ai_app")
collection = db.collection("docs")

Powered by Industry Leaders

Built on the same infrastructure that powers the world's most demanding applications. Proven reliability at enterprise scale.

MongoDB

Document DB

Pinecone

Vector Search

Redis

Caching

Amazon S3

Storage

OpenAI

AI Models

+ more

Watch Your Data
Come Alive

From raw input to intelligent search. Experience automated multimodal processing.

1. Raw Input

Upload images, videos, documents, or text. Processing begins automatically.

Processing

2. AI Understanding

Advanced models generate detailed, context-aware descriptions.

This image shows an aerial view of the Golden Gate Bridge in San Francisco, California. In the foreground are the green hills of the Marin Headlands, with a winding road leading toward the bridge. The Golden Gate Bridge spans the Golden Gate Strait, connecting the Marin Peninsula to the San Francisco Peninsula. In the background is the San Francisco skyline, including tall buildings like the Salesforce Tower. To the right are residential areas of San Francisco, such as the Richmond and Sunset Districts, extending toward Ocean Beach. The water below the bridge is the San Francisco Bay, and a few sailboats can be seen on the water. The photo appears to be taken during the morning or late afternoon based on the lighting and shadows.

Embedding

3. Vector Transformation

Content is embedded into vectors for semantic search.

Vector embedding:

[0.12, -0.34, 0.56, 0.78, -0.90, 0.23, -0.45, 0.67, 0.89, -0.12, 0.34, -0.56, ...]

1,536 dimensional vector representation