Build an AI-powered conversational search app on your own data in 10 minutes using Epsilla Cloud
Blog post from Epsilla
Epsilla Smart Search offers an innovative solution for personalized and contextually relevant search experiences similar to Perplexity.ai but tailored for personal or enterprise data by utilizing Retrieval-Augmented Generation (RAG) technology. This approach allows users to create a smart search app for their own data in a quick process, exemplified by an application built to explore over 150 research papers on RAG published in 2024. The setup involves connecting with a preferred Large Language Model (LLM), uploading data via various sources, and customizing the search application to provide accurate answers with linked references. Epsilla Cloud supports advanced configurations for enhancing search capabilities and allows users to make their search applications publicly accessible, transforming how individuals and organizations interact with their data.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 18 | 1,867 | 232 | 78 | +54% |
| LLM | 5 | 3,669 | 412 | 154 | +40% |
| Vector Search | 2 | 2,722 | 279 | 102 | +43% |
| AI Model Fine-tuning | 1 | 787 | 151 | 83 | +58% |
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