XGenerationLab / XiYan-DBDescGen
A method and corresponding code for automatic description generation for Text-to-SQL
☆57Updated 3 weeks ago
Alternatives and similar repositories for XiYan-DBDescGen:
Users that are interested in XiYan-DBDescGen are comparing it to the libraries listed below
- a date understanding and reasoning enhanced model☆30Updated 4 months ago
- a semi-structure representation of database schema☆110Updated last month
- RSL-SQL: Robust Schema Linking in Text-to-SQL Generation☆109Updated 2 months ago
- XiYanSQL models for Text-to-SQL.☆76Updated last week
- OpenSearch-SQL code☆106Updated last week
- Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.☆240Updated last month
- Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)☆116Updated last month
- Contextual Harnessing for Efficient SQL Synthesis☆199Updated 5 months ago
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆66Updated 9 months ago
- A Model Context Protocol (MCP) server that enables natural language queries to databases☆114Updated last week
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Natural Language Querying over Massive Database via Schema Routing" (EDBT 2025)☆102Updated last week
- ☆102Updated last year
- [ACL Findings 2024] Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm☆41Updated 9 months ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆246Updated 2 months ago
- A MULTI-GENERATOR ENSEMBLE FRAMEWORK FOR NATURAL LANGUAGE TO SQL☆603Updated last week
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆146Updated 9 months ago
- A efficient and effective few-shot NL2SQL method on GPT-4.☆530Updated 2 months ago
- 一种利用Langchain框架和本地向量库实现的对话式BI,它的目标是帮助用户寻找、理解数据知识,并能够分析数据、洞察结果,通过自然语言对话,降低数据分析的门槛。☆118Updated last year
- MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL☆15Updated 6 months ago
- 中文原生检索增强生成测评基准☆115Updated last year
- 这个是由清华大学基础模型研究中心主办的《2024金融行业·大模型挑战赛》复赛参赛方案☆21Updated last week
- ☆366Updated last year
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆301Updated 6 months ago
- This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and prov…☆573Updated this week
- gpt_server是一个用于生产级部署LLMs、Embedding、Reranker、ASR和TTS的开源框架。☆173Updated last week
- XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation☆94Updated 2 weeks ago
- The source code for the schema filter (question + schema only)☆44Updated 11 months ago
- 探索 LLM 在法律行业的应用潜力☆89Updated 4 months ago
- The source code of CodeS (SIGMOD 2024).☆173Updated 5 months ago
- GraphRAG的应用实例,项目特点在于提供了替换OpenAI模型的方法,并通过修改原有提示和切分文档的方法,提高了GraphRAG处理中文内容的能力。☆145Updated 6 months ago