🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
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Nov 21, 2024 - Python
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text-to-sql
Here are 119 public repositories matching this topic...
Interact with your SQL database, Natural Language to SQL using LLMs
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Jul 24, 2024 - Python
🚀 An open-source SQL AI (Text-to-SQL) Agent that empowers data, product teams to chat with their data. 🤘
python nlp agent bigquery typescript sql ai nextjs postgresql openai gpt hacktoberfest text-to-sql rag fastapi text2sql duckdb llm sqlai
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Dec 24, 2024 - TypeScript
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
nlp awesome ai deep-learning test survey hacktoberfest finetuning text-to-sql nl2sql text2sql datset llm hacktoberfest2024 text2dsl nl-to-sql text2api
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Oct 28, 2024
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
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Sep 1, 2024 - Python
Multiple paper open-source codes of the Microsoft Research Asia DKI group
semantic-parsing text-to-sql microsoft-research-asia compositional-generalization utterance-rewriting conversational-semantic-parsing
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Nov 10, 2023 - Python
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners.
nlp awesome tutorial survey nlp-resources finetuning text-to-sql nl2sql text2sql llms nl-to-code nl-to-sql
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Dec 17, 2024 - Python
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.
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Oct 18, 2024 - Python
End-to-End Local-First Text-to-SQL Pipelines
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Dec 10, 2024 - Python
Translating natural language questions to a structured query language
natural-language-processing database pytorch semantic-parsing natural-language-interface text-to-sql
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Jun 12, 2023 - Jupyter Notebook
Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
python sql ai analytics reporting openai datasources query-builder warehouse data-analysis data-warehousing text-to-sql semantic-layer semantic-data-model
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Feb 13, 2024 - Python
[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".
database semantic-parsing natural-language-interface structured-prediction text-to-sql heterogeneous-graph-neural-network
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Aug 2, 2022 - Python
Efficient, consistent and secure library for querying structured data with natural language
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Oct 1, 2024 - Python
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
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Oct 18, 2024 - Python
This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.
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Nov 12, 2024 - Jupyter Notebook
[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
question-answering semantic-parsing text-to-sql ehrqa trustworthy-semantic-parsing reliable-semantic-parsing
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Nov 25, 2024 - Python
A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.
natural-language-processing database mongodb pandas mql cypher-query-language text-to-sql kusto-query-language nl2query
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Apr 28, 2024 - Python
[EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records
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Sep 22, 2024 - Python
Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL
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Dec 20, 2023 - Python
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