Available as open source on GitHub and no-software cost deployment in AWS Marketplace

MDACA continues to lead the provisioning of open source solutions in support of both government and private enterprise organizations.  We celebrate over 25-years of commitment to fostering the adoption of enterprise, DoD-grade, supported open source solutions. Now aligned under the new leadership of the DDC Innovation Team with a continued commitment of delivering enterprise solution accelerators as well as supporting the open source community, we are releasing MDACA PrivateGPT to our open source community (https://github.com/mdaca/privategpt/).  This is one of many planned future releases in support of the DoD initiative of leveraging open source software to support mission needs.

MDACA PrivateGPT is an application of artificial intelligence (AI) technology harnessed as another resource for enterprises to utilize in advancing and meeting corporate objectives and overall success. As a natural language processing tool, its performance, reliability, and scalability make it invaluable for businesses looking to stay at the forefront of innovation in a rapidly evolving digital landscape.  

Retrieval Augmented Generation (RAG) is a natural language processing technique that combines the strengths of both retrieval-based and generative models to produce high-quality responses to user queries. In RAG, a retrieval model is used to identify relevant passages of text from a knowledge store, which are then used as input to a generative model that produces a response. This approach allows the generative model to focus on generating high-quality responses based on the context provided by the retrieved passages.

In MDACA PrivateGPT, we used RAG to provide targeted context to a user’s question by leveraging both public and private knowledge stores. The retrieval model identifies relevant passages of text from these knowledge stores, which are then used as input to the generative model to produce a response that is tailored to the user’s specific needs. This approach allows PrivateGPT to provide accurate and relevant responses to user queries, while also ensuring responses are generated in a manner consistent with the context provided by the retrieved passages.

MDACA PrivateGPT is a powerful and innovative enterprise version of GPT, providing data privacy and security by running on an organization’s servers, enhancing data protection compliance by mitigating the risks associated with sensitive information going outside your organization.  MDACA PrivateGPT assists with a wide range of business tasks such as answering queries, generating reports, and enhancing software development activities.  MDACA PrivateGPT provides capabilities to deploy on your organization’s servers – on-prem or in the cloud – as well as securely integrating with OpenAI or Azure’s OpenAI APIs.  MDACA PrivateGPT offers advanced features to further tailor the experience to your organization:  

  • Knowledge Stores: Add PDFs for focused context, both private and public stores
  • Web Crawlers: Identify websites/subsites for targeted interactions
  • Keycloak: Single-sign on with your enterprise authentication and authorization provider
  • Native Cloud Efficiencies: Integrate with Azure Open AI and Open AI APIs
  • Integration with DALL·E  for image generation

For more information on the features and capabilities of MDACA PrivateGPT please visit: https://mdaca.io/product/data-insights/mdaca-privategpt/ 

At MDACA, we are committed to the open source community as well as helping organizations meet their enterprise data needs. MDACA is designed to support government, commercial enterprises, research, and educational organizations  in providing the vehicle for enterprise supported open source solutions following the footsteps of industry leaders such as  RedHat, Facebook, Uber, Netflix, Percona, and the Linux Foundations. 

MDACA PrivateGPT is available at:

  • Open Source Git Repository – Full access to the source code leveraged in the development of MDACA PrivateGPT.
  • AWS Marketplace – Organizations can deploy our AMI from the marketplace with no software cost added; only pay for the EC2 hosting and OpenAI or Azure OpenAI API utilization.

In summary, our team of experts are ready to engage and support  organizations in their digital transformation journey and we encourage organizations to contribute and give back to the open source community. To learn more about MDACA and how we can help your organization, please visit MDACA.io.