tshu-w / DBCopilot
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
☆56Updated last month
Related projects ⓘ
Alternatives and complementary repositories for DBCopilot
- Using Large Language Models (LLMs) to convert natural language queries to sql☆39Updated 3 weeks ago
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆192Updated 4 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆124Updated 4 months ago
- Contextual Harnessing for Efficient SQL Synthesis☆110Updated 2 months ago
- Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)☆74Updated last month
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆124Updated 7 months ago
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆60Updated 3 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆99Updated 2 weeks ago
- UNITE: A Unified Benchmark for Text-to-SQL Evaluation☆57Updated 6 months ago
- The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT☆118Updated 3 months ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆127Updated 2 weeks ago
- This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide…☆186Updated this week
- PGRAG☆42Updated 3 months ago
- Code implement reposity of Paper HiQA☆92Updated 4 months ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆71Updated 6 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆124Updated 2 months ago
- ☆325Updated 7 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆193Updated 3 months ago
- ☆191Updated 6 months ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆116Updated 10 months ago
- This repository implements the chain of verification paper by Meta AI☆156Updated last year
- [ACL Findings 2024] Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm☆29Updated 3 months ago
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆113Updated 5 months ago
- Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".☆188Updated 2 months ago
- ☆82Updated 7 months ago
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆73Updated this week
- KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents☆171Updated 2 weeks ago
- Benchmark baseline for retrieval qa applications☆95Updated 6 months ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆38Updated 7 months ago
- RAG with Knowledge Graph☆33Updated 8 months ago