Dr. Daniel Gallego Vico

Dr. Daniel Gallego Vico

Co-Founder at PrivateGPT | Zylon

    Daniel is the Co-Founder of two notable ventures: PrivateGPT, an open-source GenAI project; and Zylon, a B2B SaaS product built on the foundation of PrivateGPT, where he currently serves as the Chief Product and Technology Officer (CPTO). In the earlier phase of his professional journey, Daniel spearheaded the development of consumer-oriented products spanning mobile devices, IoT, robotics, 3D printing, and wearables. Later on, he assumed a leadership role in the Amazon Business Delivery Experience space where he successfully formed and guided software engineering teams, steering the creation and delivery of impactful products on a global scale. Daniel's academic accomplishments include both Bachelor’s and Master's degrees in Telecommunications Engineering, as well as holding a PhD in Proactive Context-Aware Recommender Systems from the Technical University of Madrid.

    All Sessions by Dr. Daniel Gallego Vico

    Day 1 04/23/2024
    10:05 am - 11:05 am

    Mastering PrivateGPT: Tailoring GenAI for your unique applications

    <span class="etn-schedule-location"> <span class="firstfocus">Generative AI</span> </span>

    Tutorial: PrivateGPT, a well-recognized open-source project with 48K Github stars and a Discord community composed by more than 3K supporters, offers a robust framework for developing Private Context-aware GenAI applications. Tailored to support real-world production scenarios, it provides a default set of functions that efficiently handle common tasks like ingestion of documents, contextual chat and completions, as well as embeddings generation. However, its true strength lies in its adaptability, enabling customization for specific applications. This tutorial guides you through various configuration options and extensions of PrivateGPT. You'll begin by gaining hands-on experience with its default API and functionalities using its Python SDK. Subsequently, you'll explore tweaking settings to adapt it to different setups, ranging from fully local where everything runs in your computer to multi-service where the LLM, embedding model or vector database can be served by different services. The final segment of the tutorial will lead you through PrivateGPT's internal AI logic and architecture to learn how to extend its basic RAG functionalities. Upon completing this tutorial, you'll acquire the skills to customize PrivateGPT for any scenario, whether it be for personal use, intra-company initiatives, or as part of innovative commercial production setups.

    Day 1 04/23/2024
    10:05 am - 11:05 am

    Mastering PrivateGPT: Tailoring GenAI for your unique applications

    <span class="etn-schedule-location"> <span class="firstfocus">Generative AI</span> </span>

    Tutorial: PrivateGPT, a well-recognized open-source project with 48K Github stars and a Discord community composed by more than 3K supporters, offers a robust framework for developing Private Context-aware GenAI applications. Tailored to support real-world production scenarios, it provides a default set of functions that efficiently handle common tasks like ingestion of documents, contextual chat and completions, as well as embeddings generation. However, its true strength lies in its adaptability, enabling customization for specific applications. This tutorial guides you through various configuration options and extensions of PrivateGPT. You'll begin by gaining hands-on experience with its default API and functionalities using its Python SDK. Subsequently, you'll explore tweaking settings to adapt it to different setups, ranging from fully local where everything runs in your computer to multi-service where the LLM, embedding model or vector database can be served by different services. The final segment of the tutorial will lead you through PrivateGPT's internal AI logic and architecture to learn how to extend its basic RAG functionalities. Upon completing this tutorial, you'll acquire the skills to customize PrivateGPT for any scenario, whether it be for personal use, intra-company initiatives, or as part of innovative commercial production setups.

    Open Data Science

     

     

     

    Open Data Science
    One Broadway
    Cambridge, MA 02142
    info@odsc.com

    Privacy Settings
    We use cookies to enhance your experience while using our website. If you are using our Services via a browser you can restrict, block or remove cookies through your web browser settings. We also use content and scripts from third parties that may use tracking technologies. You can selectively provide your consent below to allow such third party embeds. For complete information about the cookies we use, data we collect and how we process them, please check our Privacy Policy
    Youtube
    Consent to display content from - Youtube
    Vimeo
    Consent to display content from - Vimeo
    Google Maps
    Consent to display content from - Google