{"repo":"CoRAL-ASU/weaver","free":true,"listed":false,"github":"https://github.com/CoRAL-ASU/weaver","clone":"git clone https://github.com/CoRAL-ASU/weaver.git","description":"(EMNLP 2025) Weaver: A modular agentic pipeline that dynamically combines SQL and LLMs for advanced table-based question answering","language":"HTML","stars":11,"topics":["ai-agent","database","llm","machine-learning","multi-modal-ai","natural-language-processing","ott-qa","question-answering","reasoning-agent","research"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Weaver: Interweaving SQL and LLM for Table Reasoning Abstract Weaver is a modular pipeline that dynamically combines SQL and Large Language Models (LLMs) for advanced table-based question answering. Unlike rigid approaches, Weaver generates flexible execution plans that use SQL for structured data operations and LLMs for semantic reasoning, automatically deciding the best tool for each subtask. Our method consistently outperforms state-of-the-art approaches across four major TableQA datasets while reducing API costs and improving accuracy through intelligent query decomposition. Paper : Weaver: Interweaving SQL and LLM for Table Reasoning --- 🚀 Quick Start Installation 1. Clone the repository : 2. Install dependencies : 3. Install Weaver : Setup Configuration 1. Copy the environment template : 2. Configure your .env file with the following essential settings: ⚠️ Important : For now, use MySQL as the database backend. Support for other databases is in progress. MySQL Setup Make sure you have MySQL installed and running: --- 💡 Usage Examples Single Question Answering Batch Processing Using with Context (FinQA Example) Command Line Interface --- 📁 Dataset Structure Weaver supports multiple TableQA datasets. Place your data in the structure specified by WEAVER DATASETS DIR : Question Dataset Format --- 🛠️ Configuration Environment Variables Reference Variable Description Example Required ---------- ------------- --------- ---------- OPENAI API KEY OpenAI API key sk-proj-... ✅","default_branch":null,"files":null,"tree":[],"storefront":"/r/CoRAL-ASU","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/CoRAL-ASU/weaver/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}