8 papers
Guided Table Retrieval for Structured Data Search
Alekh Jindal, Jyoti Pandey, Christina Pavlopoulou +5
Answering natural language questions over structured databases requires identifying the relevant tables and determining how to join them---a task that demands both schema knowledge…
Reverse Migration of Cloud Applications to On-premises
Alekh Jindal, Jyoti Pandey, Christina Pavlopoulou +5
Cloud has become ubiquitous to modern applications due to its agility and scalability. However, regulated industries still prefer to deploy on-premises due to security and complian…
Tursio Database Search: How far are we from ChatGPT?
Sulbha Jain, Shivani Tripathi, Shi Qiao +1
Business users need to search enterprise databases using natural language, just as they now search the web using ChatGPT or Perplexity. However, existing benchmarks -- designed for…
Tursio for Credit Unions: Structured Data Search with Automated Context Graphs
Shivani Tripathi, Ravi Shetye, Shi Qiao +1
Extracting actionable insights from structured databases in regulated industries, such as credit unions, is often hindered by complex schemas, legacy systems, and stringent data go…
Scalable Join Inference for Large Context Graphs
Shivani Tripathi, Ravi Shetye, Shi Qiao +1
Context graphs are essential for modern AI applications including question answering, pattern discovery, and data analysis. Building accurate context graphs from structured databas…
Making Databases Searchable with Deep Context
Alekh Jindal, Shi Qiao, Shivani Tripathi +15
Databases are the most critical assets for enterprises, and yet they remain largely inaccessible to people who make the most important decisions. In this paper, we describe the Tur…