Expanding Tecton to Activate Data for GenAI
Blog post from Tecton
Tecton's expanded platform now supports generative AI, enabling organizations to build rich, context-aware AI applications that leverage diverse data types. The AI landscape is shifting towards generative AI, which lacks a true understanding of specific situations and individuals, requiring context to deliver real business value. Tecton's platform expansion addresses the challenges of providing context for generative AI models, including assembling knowledge, managing knowledge bases, retrieving relevant knowledge as context for inference, and optimizing this trade-off without breaking the bank. The new platform features managed embeddings, real-time data integration for LLMs, dynamic prompt management, and LLM-powered feature generation, unified context for any AI model, and provides a modular toolset to take AI applications to the next level with less effort and fewer resources.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| LLM | 15 | 3,889 | 441 | 129 | +7% |
| Real-time | 10 | 3,932 | 887 | 192 | +47% |
| Vector Search | 7 | 3,675 | 269 | 79 | +77% |
| AI Model Fine-tuning | 1 | 628 | 146 | 67 | -32% |
| Data Pipeline | 1 | 1,400 | 332 | 68 | +111% |
| RAG | 1 | 1,936 | 254 | 78 | -19% |
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