nirav0999 / NL2SQL-LLMLinks
Using Large Language Models (LLMs) to convert natural language queries to sql
☆53Updated last year
Alternatives and similar repositories for NL2SQL-LLM
Users that are interested in NL2SQL-LLM are comparing it to the libraries listed below
Sorting:
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Natural Language Querying over Massive Database via Schema Routing" (EDBT 2025)☆129Updated 4 months ago
- ☆58Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆88Updated 11 months ago
- The prediction results of ChatGPT on various datasets of Text-to-SQL.☆102Updated 2 years ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆103Updated last year
- ☆99Updated 4 years ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆167Updated last year
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆68Updated last year
- 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”☆138Updated 2 months ago
- ☆51Updated last year
- Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom …☆45Updated 2 years ago
- ☆133Updated last month
- Code implement reposity of Paper HiQA☆104Updated 9 months ago
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers☆81Updated 7 months ago
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆112Updated 2 months ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆131Updated last year
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆242Updated last year
- TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios☆238Updated 4 months ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆311Updated 9 months ago
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆46Updated 6 months ago
- This project provides a demo for text-to-SQL based on CodeS.☆57Updated last year
- Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)☆31Updated last year
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆159Updated last year
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆152Updated last year
- ☆114Updated last year
- Benchmark baseline for retrieval qa applications☆118Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆193Updated last year
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated 2 years ago
- Langchain implementation of HuggingGPT☆134Updated 2 years ago