petavue / NL2SQL-BenchmarkLinks
This repository contains the complete codebase written for benchmarking various latest LLMs in NL-to-SQL use case. It also contains the results data sets accompanied with report about the findings.
☆50Updated last year
Alternatives and similar repositories for NL2SQL-Benchmark
Users that are interested in NL2SQL-Benchmark are comparing it to the libraries listed below
Sorting:
- Using Large Language Models (LLMs) to convert natural language queries to sql☆51Updated last year
- The easiest and most comprehensive framework for building enterprise-grade NL2SQL solutions at scale.☆45Updated 11 months ago
- Code for the paper, From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process☆22Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆88Updated 10 months ago
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers☆79Updated 6 months ago
- Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Natural Language Querying over Massive Database via Schema Routing" (EDBT 2025)☆125Updated 3 months ago
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆48Updated last year
- Uses a blend of experimental techniques to enhance LLM RAG resultsets.☆98Updated 8 months ago
- Build Neo4J Knowledge Graphs from Excel files☆22Updated last year
- 🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a semi-supervised framework to improve the effectiveness, covera…☆33Updated last year
- a workflow engine for Graph-of-Thought☆78Updated last year
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆114Updated 10 months ago
- An application to write and run SQL queries, returning answers to natural language questions, using langchain and open source LLM models …☆38Updated 2 years ago
- [ACL24] Official repo for "Synthesizing Text-to-SQL Data from Weak and Strong LLMs"☆68Updated last year
- ElasticSearch Query Fine-Tuning Training Data for Large Language Models☆37Updated last year
- This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resou…☆16Updated last year
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆46Updated 5 months ago
- Ready-to-go containerized RAG service. Implemented with text-embedding-inference + Qdrant/LanceDB.☆73Updated 11 months ago
- ☆50Updated 11 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆197Updated last year
- ☆31Updated last year
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated last year
- ☆19Updated last year
- Measuring RAG solutions throughput and latency☆18Updated last year
- Experiment on QnA tabular data using LLMs and SQL☆28Updated last year
- Large Language Model (LLM) powered evaluator for Retrieval Augmented Generation (RAG) pipelines.☆32Updated last year
- RAG with Knowledge Graph☆38Updated last year
- Multimodal RAG with PyMuPDF☆43Updated last year
- Code and resources showcasing the Retrieval-Augmented Generation (RAG) technique, a solution for enhancing data freshness in Large Langua…☆55Updated 2 years ago
- ☆16Updated 9 months ago