DevRev Expands Its Computer Platform in India, Moving Enterprise AI from Pilots to Production

DevRev, an AI-native enterprise software company transforming how teams and customers collaborate, will host Effortless Mumbai 2026 on March 12, marking a major milestone in the company's India and ...
GitHub

Project Tracker: Arctic Text2SQL Implementation

This meta-issue tracks the overall progress of the Arctic Text2SQL project implementation. All work is organized into 6 phases with 20 implementation issues. After analyzing the HuggingFace smolagents ...
IEEE

Evaluating Fine-Tuned LLMs with RAG and Text2SQL for the Water Conservancy Domain

Abstract: This study presents WaterQA, an intelligent question-answering platform addressing challenges in water resource management using Large Language Models (LLMs) and Retrieval-Augmented ...
GitHub

[Bug]: CSV QA in text2sql can not parse the right result

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug. QA knowledge, the csv file is uploaded for parsing. The QA content of text2sql is question ...
marktechpost

Table-Augmented Generation (TAG): A Unified Approach for Enhancing Natural Language Querying over Databases

AI systems integrating natural language processing with database management can unlock significant value by enabling users to query custom data sources using natural language. Current methods like ...
Microsoft

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

However, current research mostly focuses on rudimentary tasks like Text2SQL and TableQA, neglecting advanced analysis like forecasting and chart generation. To address this gap, we developed the ...