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Secure specific data 🔒 |
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Augmented recovery generation ⚙️ |
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LLM Mesh integrated 🌐 |
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Cost control 📊 |
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Improves performance 📈 |
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Response moderation 🔍 |
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Flexibility of LLMs 🔄 |
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Various applications in business 🏢 |
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Compliance monitoring 📑 |
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Chatbots controlled 🤖 |
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Quick setup 🚀 |
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Easy customization 🔧 |
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Cost reduction 📉 |
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Multiple integration 🔗 |
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Data security 🔒 |
Today, let’s dive into the exciting world of generative AI applied to chatbots with Dataiku. Let’s discover how this revolutionary platform simplifies the creation and deployment of intelligent automated conversations. Get ready to explore the endless possibilities this innovative technology offers.
The Dataiku platform simplifies the implementation of chatbots using generative AI thanks to its new Dataiku Answers tool. This solution allows businesses to integrate chatbots based on generative AI by contextualizing information and providing relevant responses to users. By ensuring data security and compliance, Dataiku Answers enables the creation of secure and controlled chatbots, essential for responsible innovation.
Through its LLM Mesh infrastructure, Dataiku Answers provides data teams with the flexibility to choose language models and AI technologies based on their specific needs. The applications of this tool are diverse, ranging from creating chatbots for investor relations to purchasing management. Users gain complete visibility and control over tool usage, costs, and quality.
Dataiku Answers is now available for data experts looking to harness the potential of generative AI while ensuring the necessary levels of security and control. This tool transforms the way companies interact with their data and their users by combining security, flexibility and performance.
A tool for efficient chatbots
The platform Dataiku now offers Dataiku Answers, a solution that considerably facilitates the implementation of chatbots based on generative AI within companies. Thanks to techniques of recovery augmented generation (RAG) and the integration of proprietary data sources, Dataiku allows teams to contextualize the information and provide relevant answers to users.
Security and Compliance
As security is a major concern, Dataiku Answers allows you to create chatbots powered by data specific to each organization. This ensures that businesses can leverage generative AI while maintaining the security and compliance required by their internal policies.
Responsible and transparent innovation
According to Sophie Dionnet, Global VP at Dataiku, every organization should use generative AI to optimize the management of its operations. Dataiku Answers combines the experience of ChatGPT with the precision of RAG, enabling the construction of secure chatbots and controlled, essential for responsible innovation.
Flexibility and performance of LLMs
Dataiku Answers benefits from the infrastructure LLM Mesh of Dataiku, allowing data teams to freely choose the language models (LLM) and AI technologies based on their specific needs, whether from external providers like AWS or Azure, or hosted models like those from Huggingface. This allows you to create RAG pipelines for precise and tailored answers.
Diversified applications
Dataiku Answers is already used by over twenty large organizations for a variety of applications, from implementing secure LLM chat to creating chatbots for investor relations or procurement teams. Employees can ask questions intuitively and get reliable answers, while benefiting from a complete visibility and control on the use, costs and quality of the tool.
Availability and potential
Dataiku Answers is now available for data experts wishing to harness the potential of generative AI while ensuring the necessary levels of security and control. This tool transforms the way companies interact with their data and their users, combining security, flexibility and performance.
🔒
Secures specific data
⚙️
Augmented recovery generation
🌐
Integrated Mesh LLM
📊
Cost control
📈
Improves performance
🔍
Response moderation
🔄
Flexibility of LLMs
🏢
Various applications in business
📑
Compliance monitoring
🤖
Controlled Chatbots
- 🚀 Quick setup
- 🔧 Easy customization
- 📉 Cost reduction
- 🔗 Multiple integration
- 🔒 Data security
FAQs
How does Dataiku Answers help with chatbot security?
Specific data integration ensures that confidential information remains protected while using advanced language models.
What is the main advantage of LLM Mesh infrastructure?
LLM Mesh enables flexibility and performance by centralizing routing needs between various language models.
To read LinkedIn : le grand ménage débute, place aux posts authentiques sans IA
What types of needs can Dataiku Answers satisfy?
Various needs ranging from chatbots for investor relations to tools for purchasing teams.
Is Dataiku Answers easy to integrate?
Yes, it can be integrated with external LLMs like those from AWS or Azure.
What is the added value of RAG in Dataiku Answers?
RAG improves response accuracy by combining content generation with specific data retrieval.
