BeachWang / DAIL-SQL
A efficient and effective few-shot NL2SQL method on GPT-4.
☆437Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for DAIL-SQL
- ☆331Updated 7 months ago
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆121Updated 3 months ago
- The source code of CodeS (SIGMOD 2024).☆142Updated 3 months ago
- The Pytorch implementation of RESDSQL (AAAI 2023).☆243Updated 6 months ago
- Semantic Evaluation for Text-to-SQL with Distilled Test Suites☆228Updated 5 months ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆193Updated 4 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆119Updated last week
- This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide…☆198Updated last week
- ☆86Updated 7 months ago
- A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in T…☆1,450Updated 2 months ago
- Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows☆156Updated this week
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆239Updated 2 weeks ago
- Evaluate the accuracy of LLM generated outputs☆563Updated 2 weeks ago
- Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.☆1,891Updated 3 weeks ago
- DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.☆1,237Updated this week
- The official repository of "ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory".☆534Updated last year
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆511Updated last week
- scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge☆848Updated 5 months ago
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆99Updated last year
- [ACL Findings 2024] Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm☆30Updated 3 months ago
- We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理☆233Updated last month
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆150Updated last month
- ☆279Updated 6 months ago
- 本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.☆177Updated 2 months ago
- ☆24Updated 3 months ago
- Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)☆77Updated last month
- ☆299Updated 11 months ago
- 本项目旨在收集开源的表格智能任务数据集(比如表格问答、表格-文本生成等),将原始数据整理为指令微调格式的数据并微调LLM,进而增强LLM对于表格数据的理解,最终构建出专门面向表格智能任务的大型语言模型。☆476Updated 6 months ago
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"☆59Updated this week
- This project provides a demo for text-to-SQL based on CodeS.☆45Updated 4 months ago