Maya Labs

Maya Labs offers an AI-powered platform that enables users to create, deploy, and modify custom software using natural language inputs. This innovative tool automates tedious work by leveraging machine labor, allowing users to build software for various tasks such as web navigation, API connections, and home automation without extensive coding knowledge.

Key features:
- Generative AI Service: Integrates an interactive AI service that generates code based on natural language inputs, allowing real-time modification and debugging.
- Conditional Logic and Neural Processing: Utilizes a combination of conditional logic, neural search/classification, and fine-tuned language models to produce reliable and predictable code.
- Template Generation: Creates programs in a custom flow-based programming language, enabling a wide range of behaviors with concise program length and visual Directed Acyclic Graphs (DAGs).
- Benchmarking System: Employs a proprietary benchmark to measure machine performance in code generation, as detailed in a published paper.

How it works:
1. Users input their software requirements using natural language.
2. The platform's AI interprets the input and generates corresponding code.
3. Users can modify and debug the generated code in real-time.
4. The system creates programs using a custom flow-based programming language.
5. Users can deploy and further modify the software as needed.

Integrations:
Large Language Models (such as those from OpenAI)

Use of AI:
Maya Labs leverages large language models to understand natural language inputs and generate appropriate code. The platform combines conditional logic, neural search/classification, and fine-tuned language models to ensure reliable and predictable code generation.

AI foundation model:
The platform utilizes large language models trained on vast amounts of text data, enabling them to understand and generate complex text sequences for code creation.

Target users:
- Internal tool builders
- Developers
- Product teams
- Technical professionals seeking to automate repetitive tasks

How to access:
Maya Labs is available as a web application and can also be installed using pip (pip install mayalabs). While specific pricing information is not provided, it is likely based on a subscription or usage-based model given the on-demand nature of the platform.

Company background:
Maya Labs was founded by Sibesh and Shubham, who met while working on the Hyperloop India project. The founders have backgrounds in computer science and have experience developing Python libraries and papers on program synthesis.