Zeenea is happy to announce the integration of Natural Language Processing (NLP) search capabilities in our Data Discovery Platform! This groundbreaking feature allows users to interact with Zeenea’s search engine using everyday language, making data exploration more intuitive and efficient.
Let’s explore how this innovation empowers users to obtain accurate and relevant results from their data searches.
How was Zeenea’s NLP Search Integration achieved?
In order to accomplish this functionality, Zeenea leveraged the potential of OpenAI’s APIs and the advanced language processing capabilities of GPT-3.5. Zeenea’s engineers designed a prompt that effectively converts natural language questions into search queries and filters.
And voilà! As a result, users enjoy a smooth and effortless experience, as the search engine comprehends and responds to queries in a human-expert manner.
Some examples of NLP searches in Zeenea
Zeenea’s NLP search functionality opens up a world of possibilities for users to interact with their data catalog more effortlessly. Here are a few examples of the questions you can now ask in Zeenea’s search engine:
→ “Please find all datasets holding customer data in the central Data Lake.”
→ “Please list all duplicated datasets in the catalog.”
→ “Where can I find an analysis of our historical customer retention performance?”
These queries showcase the flexibility and convenience of communicating with Zeenea using natural language. Whether you prefer a casual tone or a more professional approach, Zeenea’s search engine understands your intent and delivers accurate results.
A feature still in development
Although the NLP search feature is currently in an experimental phase, Zeenea is actively collaborating with select customers to ensure its accuracy and relevance in various contexts. Indeed, Zeenea’s dynamic knowledge graph structure necessitates extensive real-world testing to fine-tune the system to provide the best possible experience to our users.
On the road to AI-Driven Data Discovery
Zeenea’s dedication to innovation goes beyond NLP search. We are exploring several AI-powered features that promise to revolutionize the data discovery landscape. Some of the exciting developments include:
- An Interactive chatbot: The development of an interactive chatbot that could offer an alternative conversational search experience so users can engage in natural conversations to obtain relevant information and insights.
- Automated generation & correction of business definitions: Zeenea aims to expedite catalog sourcing and enhance the quality of the glossary by automatically generating and correcting domain-specific business definitions.
- Automatic summarization of descriptions: An automatic summarization that would enable users to grasp essential information quickly by condensing lengthy descriptions into concise summaries, ultimately saving time and improving their data comprehension.
- Improved Auto-Classification and Data Tagging Suggestions: Zeenea’s AI algorithms are being enhanced to provide more accurate auto-classification and data tagging suggestions.
…and more!
Stay tuned for more exciting developments from Zeenea as they revolutionize the data discovery landscape.
