Process millions of tokens.
One request.
An intelligent middleware layer that expands LLM context windows beyond their base limits. Works with models starting from 125K tokens and scales to process over 100M tokens in a single request.
The context window challenge
Language models have made incredible progress, but context windows remain a fundamental limitation. Even the largest models max out around 2 million tokens.
RAG systems help, but have tradeoffs
Retrieval-Augmented Generation (RAG) can work around context limits by fetching relevant chunks, but this approach has limitations: context fragmentation, relevance ranking challenges, and the inability to reason across entire datasets simultaneously.
Real-world applications need more
Enterprise use cases often require analyzing complete codebases, entire document repositories, comprehensive financial records, or full research databases. These scenarios demand context windows that go far beyond what current models offer natively.
How it works
A simple integration that expands what's possible with LLMs
Connect to Your LLM
Use our middleware layer as a drop-in replacement for standard LLM APIs. Works with OpenAI, Anthropic, Google, Mistral, and other providers.
Send Your Request
Make standard API calls with your data. Our system intelligently handles requests that exceed the model's base context window.
Context Expansion
We process and expand the available context beyond base model limits, enabling analysis of significantly larger datasets in a single request.
Receive Results
Get comprehensive responses that consider your entire dataset. The system maintains coherent understanding across the expanded context.
Built for scale
We recommend using models with a base context of 125,000 tokens or more for optimal performance. Our technology allows these models to process over 100 million tokens in a single request.
Features
Everything you need to expand LLM context in production
Universal Compatibility
Works with OpenAI, Anthropic, Google, Mistral, and other major LLM providers. Switch between models without changing your integration.
Simple Integration
JavaScript SDK available at launch, with additional language support planned. Designed to integrate seamlessly with existing workflows.
Usage Dashboard
Monitor API usage, track spending, and manage access through an intuitive dashboard. Full visibility into your requests and costs.
Enterprise Ready
Built with security and scalability in mind. Designed to handle production workloads for businesses of any size.
Use cases
Applications that benefit from expanded context windows
Document Analysis
Process large document collections, legal files, or research papers that exceed standard context limits.
Codebase Understanding
Analyze entire repositories to understand architecture, dependencies, and generate comprehensive documentation.
Data Analysis
Query across extensive datasets and databases to extract insights that require understanding the full data landscape.
Enterprise Knowledge
Build systems that can reason across your organization's complete knowledge base in a single request.
Join the waitlist
Be among the first to experience unlimited context expansion. Early members get exclusive launch pricing and priority support.