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 ...
Scientific Research Publishing

A Dynamic Knowledge Base Updating Mechanism-Based Retrieval-Augmented Generation Framework for Intelligent Question-and-Answer Systems ()

In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the ...
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 Breakthrough Model Achieving Up to 65% Accuracy and 3.1x Faster Query Execution for Complex Natural Language Queries Over Databases ...

Artificial intelligence (AI) and database management systems have increasingly converged, with significant potential to improve how users interact with large datasets. Recent advancements aim to allow ...
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 ...
Business Wire

DevRev announces the world’s first Support and Product CRM with Customizable LLMs and In-Browser Analytics

PALO ALTO, Calif.--(BUSINESS WIRE)--DevRev, Inc., makers of OneCRM, a platform purpose-built for SaaS and technology companies to bring support, product, and growth teams together, today – at its ...