Dataworkz: Enabling Customer 360 in Minutes with Vector Search and LLMs
Blog post from DataStax
Dataworkz is a platform that aims to simplify the process of building customer 360 by combining data from various sources and using AI for complex transformations. It uses large language models (LLMs) in conversational data preparation and question-and-answer systems, abstracting complexity for business users. The platform also leverages vector databases like Astra DB for semantic search and contextual information retrieval, enhancing the customer experience. Dataworkz's future plans include using LLMs to generate prescriptive and predictive analytical capabilities for its customers, enabling data-driven decision making and innovation.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 8 | 1,935 | 244 | 98 | -1% |
| Vector Search | 6 | 1,161 | 174 | 75 | -27% |
| Real-time | 3 | 2,035 | 534 | 182 | -15% |
| Data Pipeline | 1 | 312 | 104 | 54 | -44% |
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