How does Odyssey AI pre-train/fine-tune and sync its domain-specific private language model?

How does Odyssey AI pre-train/fine-tune and sync its domain-specific private language model?

Odyssey AI Private Language Model (PLM)

‍Security and Privacy
For security and privacy, each Odyssey AI instance includes its own privately hosted Private Language Model (PLM) (e.g., Llama3). These models are pre-trained and utilized as is in their general-purpose ("vanilla") form. The default language model can be changed upon request by the instance owner for an additional cost, ensuring flexibility while maintaining strict privacy standards.

‍Syncing New Data within Odyssey AI
Odyssey AI automatically synchronizes new data into its vectorized knowledge base using an advanced ingestion process. This process leverages proprietary algorithms: DocuTableAI™ extracts data from documents or multi-modal files, Topic Models analyze the content to identify key topics, and InteliCompress™ compresses the data, retaining essential information while discarding noise. This occurs automatically whenever a new file or document is added to the data sources integrated with Odyssey AI, keeping the system current without altering the underlying PLM parameters.

Fine-Tuning for Enterprise Customers
For Enterprise customers seeking enhanced performance within specific domains, Odyssey AI offers the option to fine-tune the PLM based on their unique data and project requirements. This creates a customized, domain-adapted model exclusive to their Odyssey AI instance, improving accuracy and relevance for specialized applications. Fine-tuning requires dedicated compute resources and periodic re-training to ensure the model remains effective as domain-specific data evolves. This premium service is available to large Enterprise customers for an additional fee, with pricing and details tailored during an engagement meeting. Contact us for further information.  
    • Related Articles

    • Release Notes December 2024

      Odyssey AI launches AgenFrame™ and Agentic XAI™ to detect latent insights from your data The Agentic AI layer in Odyssey AI now uses the following to provide even better contextually relevant responses to your questions: AI Reasoning Autonomous ...
    • What kind of results can I expect from using Odyssey AI?

      With Odyssey AI, you can expect: Private and secure usage of your data Domain-specific insights tailored to your organization Precise, zero-hallucination responses Ability to fact-check with source snippets
    • How do I get started with Odyssey AI?

      Getting started with Odyssey AI is quick and easy: Sign up for your free trial Connect your data sources Start gaining unlimited insights from all your data Get started here: https://www.inteligems.io/odyssey-ai-pricing
    • How does Odyssey AI ensure the security and privacy of my data?

      Odyssey AI ensures data security and privacy by: Creating a separate instance of Odyssey AI which contains the representation of your data. This instance is for your organization and is not shared with any other organization. Your users access this ...
    • Can I integrate Odyssey AI with my existing software and workflows?

      Yes, Odyssey AI is designed for seamless integration: Currently, Odyssey AI integrates with Amazon S3, Google Drive, OneDrive, HubSpot, PostgreSQL, MS Teams with new sources being added frequently. Please get in touch if there is a particular ...