Substrate - Infrastructure for intelligent software

Substrate Infrastructure for intelligent software

Freemium

From 30$

Home: https://www.substrate.run

Developer Tools

#Machine Learning
#vector database
#code interpreter
#model router
#parallel processing
#workflow optimization

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What is Substrate?

Substrate is an advanced platform designed specifically for building and running compound AI systems. It provides developers with elegant abstractions and high-performance components, including optimized models, vector database capabilities, code interpreter, and model routing functionality.

The platform's unique compute engine is optimized for multi-step AI workloads, featuring automatic workload tuning and maximum parallelism. It analyzes workloads as directed acyclic graphs and optimizes them through techniques like node merging, significantly reducing roundtrips and improving overall performance.

Features

Optimized Compute Engine: Specialized for multi-step AI workloads with automatic tuning
Modular Architecture: Build workflows using connectable node components
Vector Database Integration: Built-in vector storage capabilities
Code Interpreter: Supports both Python and TypeScript development
Model Library: Access to various language and image processing models
Automatic Optimization: Workload analysis and graph optimization
High Parallelism: Efficient concurrent processing capabilities
Simple API Abstraction: Intuitive programming interface for complex AI systems

Use Cases

Building compound AI systems
Developing multi-step AI workflows
Creating complex language processing applications
Implementing image processing solutions
Developing speech recognition and generation systems
Vector-based data processing and storage
Large-scale AI model deployment

FAQs

What models are available on Substrate?

Substrate offers various models including Mistral 7B, Llama 3 series, FireLLaVA 13B, Mixtral 8x7B, and models for image processing, speech recognition, and embedding.
What programming languages does Substrate support?

Substrate supports both Python and TypeScript development environments.
What is the pricing structure for vector storage?

Vector storage is priced at $0.10 per GB per day.
Is there a free trial available?

Yes, Substrate offers $50 in free starter credits with no credit card required.