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👇 Here are 71 public repositories matching this topic...

abhi0323 / text-to-chart-ai-transforming-queries-into-visuals

text-to-sql,An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini model and dynamically visualizing the data with Plotly Express, streamlining decision-making across all levels of expertise.

User: abhi0323

ai-systems data-analytics data-visualization generative-ai google-gemini-ai text-to-sql

aws-samples / build-an-agentic-llm-assistant

text-to-sql,Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.

Organization: aws-samples

Home Page: https://catalog.us-east-1.prod.workshops.aws/workshops/c429f039-04d5-47e7-a039-1ded123c412f

amazon-bedrock aws-lambda claude llm-agent question-answering serverless text-to-sql

aws-samples / generative-bi-using-rag

text-to-sql,A NLQ(Natural Language Query) demo using Amazon Bedrock, Amazon OpenSearch with RAG technique.

Organization: aws-samples

Home Page: https://aws.amazon.com/cn/blogs/china/build-text2sql-industry-data-query-assistant-using-bedrock-and-rag/

nlq nlq-to-sql llm rag text-to-sql text2sql

aws-samples / text-to-sql-bedrock-workshop

text-to-sql,This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

Organization: aws-samples

amazon-bedrock aws genai text-to-sql ai database llm nl2sql rag txt2sql

brettlycd / text-to-sql

text-to-sql,An application to write and run SQL queries, returning answers to natural language questions, using langchain and open source LLM models through HuggingFace.

User: brettlycd

artificial-intelligence text-to-sql vector-database chroma langchain-python

bryantanjw / text-to-insight

text-to-sql,A GPT-assisted tool that translates natural language to SQL queries, tabular data, and graphs.

User: bryantanjw

flask gpt-4 nextjs text-to-sql vega cloudscape-design

canner / wrenai

text-to-sql,Natural Language Interface to Your Data. WrenAI makes Text-to-SQL simple and accurate.

Organization: canner

Home Page: https://getwren.ai

agent ai bigquery duckdb llm nlidb openai postgresql python rag sql text-to-sql typescript

chatc / triagesql

text-to-sql,The dataset and source code for our paper: "Did You Ask a Good Question? A Cross-Domain Question IntentionClassification Benchmark for Text-to-SQL"

User: chatc

text2sql text-to-sql intent-classification benchmark

chia-hsuan-lee / kaggledbqa

text-to-sql,Introduction page of a challenging text-to-SQL dataset: KaggleDBQA

User: chia-hsuan-lee

dataset kaggle kaggle-dataset natural-language-processing question-answering semantic-parsing spider text-to-sql

chirayu-tripathi / nl2query

text-to-sql,A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.

User: chirayu-tripathi

Home Page: https://pypi.org/project/nl2query/

cypher-query-language database kusto-query-language mongodb mql natural-language-processing nl2query pandas text-to-sql

dataherald / dataherald

text-to-sql,Interact with your SQL database, Natural Language to SQL using LLMs

Organization: dataherald

Home Page: https://dataherald.readthedocs.io/en/latest/

ai database finetuning llm nl-to-sql rag sql text-to-sql

dcalaprice / modal-sqlcoder

text-to-sql,Deploy the Defog sqlcoder2 llm on Modal (https://modal.com) using Hugging Face Text Generation Inference (TGI)

User: dcalaprice

huggingface llm sql sqlcoder text-generation-inference modal-labs defog-ai code-generation text-to-sql

deepsense-ai / db-ally

text-to-sql,Efficient, consistent and secure library for querying structured data with natural language

Organization: deepsense-ai

Home Page: https://db-ally.deepsense.ai/

data-science database llm nlp agent ai sql text-to-sql nlidb natural-language-interface

dermatologist / pyomop

text-to-sql,Python package for managing OHDSI clinical data models. Includes support for LLM based plain text queries!

User: dermatologist

Home Page: https://nuchange.ca

ohdsi datawarehouse health-informatics health-data-analysis clinical-trials cdm python hacktoberfest llm text-to-sql

docelic / text_to_sql_search.cr

text-to-sql,Translates text searches into SQL WHERE clauses

User: docelic

crystal text sql search search-in-sql text-to-sql form-to-sql text-to-search granite-orm database-search

eosphoros-ai / awesome-text2sql

text-to-sql,Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Organization: eosphoros-ai

ai awesome datset deep-learning finetuning llm nlp survey text2sql nl-to-sql

eosphoros-ai / db-gpt-hub

text-to-sql,A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

Organization: eosphoros-ai

sql text2sql gpt llm text-to-sql datasets nl2sql database fine-tuning

eosphoros-ai / sqlgpt-parser

text-to-sql,sqlgpt-parser is a Python implementation of an SQL parser that effectively converts SQL statements into Abstract Syntax Trees (AST). By leveraging AST tree comparisons between two SQL queries, it becomes possible to achieve robust evaluation of text-to-SQL models.

Organization: eosphoros-ai

ast parser python sql text-to-sql nl-to-sql

glee4810 / ehrsql

text-to-sql,[NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

User: glee4810

Home Page: https://arxiv.org/abs/2301.07695

semantic-parsing text-to-sql ehrqa reliable-semantic-parsing trustworthy-semantic-parsing question-answering

hrshtv / ctreeot

text-to-sql,[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

User: hrshtv

belief-propagation case-based-reasoning domain-adaptation message-passing optimal-transport sinkhorn-algorithm sinkhorn-distance structured-prediction text-to-sql text2sql

igsri / speechtotexttosql

text-to-sql,Recognize English speech then convert it to text then generate a SQL query from it and then finally fetch data from database

User: igsri

nlp python3 sqlite3 sqlite-database speech-to-text speech-recognizer text-to-sql flask-application

inquestgeronimo / tllm

text-to-sql,An LLM training library for instruction-tuning.

User: inquestgeronimo

fine-tuning llm qlora trainer cypher text-to-cypher instruction-tuning text-to-sql

kaimary / gar

text-to-sql,ICDE 2023 Paper, GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation

User: kaimary

semantic-parsing natural-language-interface generate-and-rank learning-to-rank text-to-sql

kaimary / metasql

text-to-sql,ICDE 2024 Paper, MetaSQL: A Unified Generate-then-Rank Framework for Natural Language to SQL Translation

User: kaimary

Home Page: https://arxiv.org/abs/2402.17144

generate-and-rank learning-to-rank natural-language-interface semantic-parsing text-to-sql

longxudou / multispider

text-to-sql,MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

User: longxudou

Home Page: https://arxiv.org/pdf/2212.13492.pdf

multilingual multilingual-nlp text-to-sql natural-language-processing semantic-parsing

lyuqin / hydranet-wikisql

text-to-sql,Code and trained model for Hybrid ranking network for text-to-SQL on WikiSQL

User: lyuqin

Home Page: https://arxiv.org/abs/2008.04759

text-to-sql wikisql nl2sql

mercatorhq / dubo-client

text-to-sql,A Python text-to-SQL SDK

Organization: mercatorhq

Home Page: https://docs.dubo.gg

ai text-to-sql

microsoft / contextualsp

text-to-sql,Multiple paper open-source codes of the Microsoft Research Asia DKI group

Organization: microsoft

semantic-parsing compositional-generalization conversational-semantic-parsing utterance-rewriting microsoft-research-asia text-to-sql

mindinventory / collabchatbot-gemini-llm

text-to-sql,CollabChatbot is a cutting-edge, open-source project designed to revolutionize how organizations access employee information and foster team collaboration. This beta version introduces a suite of powerful features, including instant personal details, real-time occupancy updates, skill identification, and smart team-building recommendations

Organization: mindinventory

Home Page: https://www.mindinventory.com

chatbot gemini-pro generative-ai large-language-models text-to-sql

mindinventory / mindsql

text-to-sql,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.

Organization: mindinventory

Home Page: https://www.mindinventory.com/text-to-sql-mindsql.php?utm_source=sampromotiion&utm_medium=Button&utm_campaign=sampromotion&utm_id=sampromotion&utm_term=sampromotiion&utm_content=sampromotiion

chatbot gemini langchain rag retrival-augmented text-to-sql

msr-lit / splash

text-to-sql,Release of SPLASH: Dataset for semantic parse correction with natural language feedback in the context of text-to-SQL parsing

Organization: msr-lit

splash text-to-sql semantic-parsing human-in-the-loop interactive-systems nlp natural-language-inference

nghoanglong / seq2seq-baseline-text2sql

text-to-sql,The sequence-to-sequence model for testing evaluation methods in Text-to-SQL task

User: nghoanglong

natural-language-processing text-to-sql

niklaswretblad / text-to-sql-master-thesis

text-to-sql,Code for the master's thesis "Optimizing text-to-SQL generation in large language models"

User: niklaswretblad

nlp noise text-to-sql bird-bench

osu-nlp-group / auto-sql-correction

text-to-sql,Code, data, and model of paper "Text-to-SQL Error Correction with Language Models of Code" (ACL'23)

Organization: osu-nlp-group

Home Page: https://arxiv.org/abs/2305.13073

code-editor code-generation natural-language-interface text-to-sql

osu-nlp-group / llm-planning-eval

text-to-sql,Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

Organization: osu-nlp-group

language-agent large-language-models mathematical-reasoning planning self-correction text-to-sql tree-search

raghujhts13 / text-to-sql

text-to-sql,GPT/llama + SQL + PyGWalker + Flask

User: raghujhts13

pygwalker text-to-sql python sql flask private-chatbot

rhythmcao / text-to-sql-astormer

text-to-sql,Source code for grammar-based text-to-SQL parser using one variant of Transformer decoder called ASTormer. Implementations for prevalent cross-domain multi-table benchmarks Spider, SParC, CoSQL, DuSQL and Chase are all included.

User: rhythmcao

Home Page: https://arxiv.org/pdf/2310.18662.pdf

text-to-sql grammar-based-parser task-specific-model

salesforce / tabularsemanticparsing

text-to-sql,Translating natural language questions to a structured query language

Organization: salesforce

Home Page: https://arxiv.org/abs/2012.12627

text-to-sql semantic-parsing natural-language-interface pytorch natural-language-processing database

sqlchat / sqlchat

text-to-sql,Chat-based SQL Client and Editor for the next decade

Organization: sqlchat

Home Page: https://sqlchat.ai

chatgpt mysql openai postgres sql sqlclient sqleditor clickhouse cockroachdb oracle

totalhack / zillion

text-to-sql,Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/

User: totalhack

warehouse data-warehousing datasources query-builder reporting analytics data-analysis python sql ai

totalhack / zillion-web

text-to-sql,Zillion Web: A Demo UI and Web API for Zillion

User: totalhack

vue dockerswarm demo-ui docker-swarm-mode zillion analytics warehouse data-warehousing fastapi typescript

tshu-w / dbcopilot

text-to-sql,Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"

User: tshu-w

database llm text-to-sql

vanna-ai / vanna

text-to-sql,🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

Organization: vanna-ai

Home Page: https://vanna.ai/docs/

agent ai data-visualization database llm rag sql text-to-sql

vinairesearch / vitext2sql

text-to-sql,ViText2SQL: A dataset for Vietnamese Text-to-SQL semantic parsing (EMNLP-2020 Findings)

Organization: vinairesearch

semantic-parsing text-to-sql vietnamese

wshi83 / ehragent

text-to-sql,[preprint'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records

User: wshi83

Home Page: https://wshi83.github.io/EHR-Agent-page/

ehr llm llm-agent medical-qa text-to-sql

x-lance / text2sql-lgesql

text-to-sql,[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".

Organization: x-lance

Home Page: https://arxiv.org/abs/2106.01093

text-to-sql heterogeneous-graph-neural-network structured-prediction semantic-parsing natural-language-interface database

yandex-research / sparqling-queries

text-to-sql,This repo in the implementation of EMNLP'21 paper "SPARQLing Database Queries from Intermediate Question Decompositions" by Irina Saparina, Anton Osokin

Organization: yandex-research

Home Page: https://arxiv.org/abs/2109.06162

natural-language-inference semantic-parsing text-to-sql