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What is E5 Text Embeddings?
Microsoft has introduced E5 Text Embeddings, which are advanced models that convert textual content into insightful vector representations, enhancing capabilities such as semantic search and information retrieval. These models leverage weakly-supervised contrastive learning techniques and are trained on a massive dataset consisting of over one billion text pairs, enabling them to effectively understand intricate semantic relationships across multiple languages. The E5 model family includes various sizes—small, base, and large—to provide a balance between computational efficiency and the quality of the generated embeddings. Additionally, multilingual versions of these models have been carefully adjusted to support a wide variety of languages, making them ideal for use in diverse international contexts. Comprehensive evaluations show that E5 models rival the performance of leading state-of-the-art models that specialize solely in English, regardless of their size. This underscores not only the high performance of the E5 models but also their potential to democratize access to cutting-edge text embedding technologies across the globe. As a result, organizations worldwide can leverage these models to enhance their applications and improve user experiences.
What is Civils.ai?
Our focus lies in developing distinctive AI solutions specifically designed for the construction industry, a process we have meticulously honed over the past two years by utilizing over 100,000 publicly accessible datasets to improve the precision of construction-related document formats and terminology. The effectiveness of project decision-making frequently relies on the analysis of past data, and our innovative methods for processing archived scanned documents enable us to outperform competing AI tools, guaranteeing that no vital information goes unnoticed. By working closely with leading consultants and developers from around the world, we have incorporated their valuable feedback and project experiences into the ongoing development of Civils.ai. Our commitment to the ethical and secure deployment of AI in the construction field is demonstrated through our strong partnerships with clients, ensuring compliance with their project non-disclosure agreements. We also offer the option for Civils.ai to be deployed on your organization’s private cloud server, which allows for data management practices that fit your specific needs. Importantly, our stringent policy prohibits the use of your project data for any AI training purposes, emphasizing our dedication to confidentiality and the integrity of your data. Moreover, our persistent collaboration with industry leaders ensures that our solutions stay relevant and at the forefront of advancements, addressing the rapid changes within the construction sector while continually seeking feedback to refine our offerings further. In this way, we not only meet current demands but also anticipate future needs in a dynamic industry.
Media
No images available
Integrations Supported
Additional information not provided
Integrations Supported
Additional information not provided
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
Microsoft
Date Founded
1975
Company Location
United States
Company Website
github.com/microsoft/unilm/tree/master/e5
Company Facts
Organization Name
Civils.ai
Company Website
civils.ai/
Categories and Features
Categories and Features
Construction Management
Accounting Integration
Budget Tracking/Job Costing
CRM
Change Orders
Commercial
Contract Management
Contractors
Equipment Tracking
Estimating
Incident Reporting
Mobile Access
Offline Access
RFI & Submittals
Residential
Subcontractor Management
Timesheets