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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Cake AI serves as a robust infrastructure platform designed for teams to effortlessly create and launch AI applications by utilizing a multitude of pre-integrated open source components, ensuring full transparency and governance. It offers a carefully curated, all-encompassing suite of top-tier commercial and open source AI tools that come with ready-made integrations, facilitating the transition of AI applications into production seamlessly. The platform boasts features such as dynamic autoscaling capabilities, extensive security protocols including role-based access and encryption, as well as advanced monitoring tools and adaptable infrastructure that can operate across various settings, from Kubernetes clusters to cloud platforms like AWS. Additionally, its data layer is equipped with essential tools for data ingestion, transformation, and analytics, incorporating technologies such as Airflow, DBT, Prefect, Metabase, and Superset to enhance data management. For effective AI operations, Cake seamlessly connects with model catalogs like Hugging Face and supports versatile workflows through tools such as LangChain and LlamaIndex, allowing teams to customize their processes efficiently. This comprehensive ecosystem empowers organizations to innovate and deploy AI solutions with greater agility and precision.

Description

Declarative machine learning systems offer an ideal combination of flexibility and ease of use, facilitating the rapid implementation of cutting-edge models. Users concentrate on defining the “what” while the system autonomously determines the “how.” Though you can start with intelligent defaults, you have the freedom to adjust parameters extensively, even diving into code if necessary. Our team has been at the forefront of developing declarative machine learning systems in the industry, exemplified by Ludwig at Uber and Overton at Apple. Enjoy a selection of prebuilt data connectors designed for seamless compatibility with your databases, data warehouses, lakehouses, and object storage solutions. This approach allows you to train advanced deep learning models without the hassle of infrastructure management. Automated Machine Learning achieves a perfect equilibrium between flexibility and control, all while maintaining a declarative structure. By adopting this declarative method, you can finally train and deploy models at the speed you desire, enhancing productivity and innovation in your projects. The ease of use encourages experimentation, making it easier to refine models based on your specific needs.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Redshift No 
Amazon Web Services (AWS) Yes 
Apache Superset Yes 
Chroma Yes 
Claude Yes 
Claude Duet Yes 
Cohere Yes 
Gemini Yes 
Gemma Yes 
LangChain Yes 
Llama Yes 
Mistral AI Yes 
Neo4j Yes 
Opik No 
PostgreSQL No 
Prefect Yes 
Python No 
Snowflake No 
dbt Yes 
promptfoo Yes 

Integrations

Amazon Redshift Yes 
Amazon Web Services (AWS) No 
Apache Superset No 
Chroma No 
Claude No 
Claude Duet No 
Cohere No 
Gemini No 
Gemma No 
LangChain No 
Llama No 
Mistral AI No 
Neo4j No 
Opik Yes 
PostgreSQL Yes 
Prefect No 
Python Yes 
Snowflake Yes 
dbt No 
promptfoo No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

Pay-as-you-go pricing
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Cake AI

Founded

2022

Country

United States

Website

www.cake.ai/

Vendor Details

Company Name

Predibase

Country

United States

Website

predibase.com

Product Features

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Alternatives

Alternatives