Dataiku introduces Dataiku Answers, a new tool that allows businesses to create their own secure, generative AI chatbots.
Many companies have blocked access to public LLMs such as ChatGPT due to security and compliance risks, preventing employees from enjoying the benefits of generative AI for everyday use. Even when employees have access, traditional LLMs lack the ability to query an organization’s internal data, making the information unreliable and significantly limiting the business value for chat applications.
To answer this, AI platform, Dataiku, is launching Dataiku Answers, a new way for data teams to build AI-powered generative chat using Search Augmented Generation (RAG). Teams can select the LLM of their choice, populate it with their organization’s proprietary data through RAG techniques, and build tailor-made AI chatbots for all departments in their organization.
“Every organization can and should use generative AI to streamline operations and work smarter, and data leaders must be able to build these applications with the right level of transparency and reliability to mitigate risk at the right speed“, says Sophie Dionnet, global vice president, products and business solutions, at Dataiku. “With Dataiku Answers, we take the conversational experience of ChatGPT and the accuracy offered by RAG to equip data leaders with the enterprise-grade security, control and visibility needed for intelligent, responsible innovation.“
Dataiku Answers is built on the Dataiku LLM Mesh framework, which means data teams can connect to preferred LLM providers like Anthropic, AWS Bedrock, Azure, Databricks, Google Vertext, OpenAI, and more, as well as to vector shops like Pinecone, to build their AI chatbots. They can also use self-hosted LLMs.
The result is secure, governed, and scalable conversational chatbots that contextualize information and produce relevant, reliable answers to all of an organization’s unique questions.
Source : Dataiku
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