eosphoros-ai / Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
☆1,891Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Text2SQL
- 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
- A efficient and effective few-shot NL2SQL method on GPT-4.☆437Updated 5 months ago
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆896Updated last week
- the resources about the application based on LLM with RAG pattern☆872Updated 2 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,487Updated 2 months ago
- Text2SQL 语义解析数据集、解决方案、paper资源整合项目☆1,191Updated last year
- SoTA LLM for converting natural language questions to SQL queries☆3,401Updated 5 months ago
- KAG is a logical-form guided RAG framework, which is built on the OpenSPG engine and supports logical reasoning and factual knowledge mu…☆596Updated this week
- ☆1,830Updated 6 months ago
- Evaluate the accuracy of LLM generated outputs☆563Updated 2 weeks ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆193Updated 4 months ago
- ☆331Updated 7 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆511Updated last week
- DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.☆1,237Updated this week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,335Updated this week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,256Updated 3 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
- Semantic Evaluation for Text-to-SQL with Distilled Test Suites☆228Updated 5 months ago
- A generalized information-seeking agent system with Large Language Models (LLMs).☆1,104Updated 5 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆119Updated last week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆777Updated this week
- The source code of CodeS (SIGMOD 2024).☆142Updated 3 months ago
- This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide…☆198Updated last week
- SuperSonic is the next-generation AI+BI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradi…☆2,381Updated this week
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆121Updated 3 months ago
- ModelScope-Agent: An agent framework connecting models in ModelScope with the world☆2,722Updated last week
- Agent framework and applications built upon Qwen>=2.0, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.☆3,505Updated last month
- The Pytorch implementation of RESDSQL (AAAI 2023).☆243Updated 6 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,836Updated 5 months ago
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,364Updated last year