Topic: text-to-sql Goto Github

👇 Here are 87 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 solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
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
ai amazon-bedrock aws database genai llm nl2sql rag text-to-sql txt2sql

bayer-group / text-to-sql-epi-ehr-naacl2024
text-to-sql,Code for Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records
Organization: bayer-group
generative-ai llm rag text-generation text-to-sql

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

canner / wrenai
text-to-sql,🚀 Open-source SQL AI Agent for Text-to-SQL. Make Text2SQL Easy! 🙌
Organization: canner
Home Page: https://www.getwren.ai/oss
bigquery duckdb llm openai postgresql rag text-to-sql ai sql python

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
benchmark intent-classification text-to-sql text2sql

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 pandas nl2query text-to-sql

databrainhq / dataneuron
text-to-sql,Data Neuron is a powerful framework that enables you to build text-to-SQL applications with an easily maintainable semantic layer. Whether you're creating customer-facing chatbots, internal Slack bots for analytics, or other data-driven applications, Data Neuron provides the tools to make your data accessible through natural language
Organization: databrainhq
Home Page: https://www.dataneuron.dev/
ai cli data-analysis data-analysis-python database-tools llm text-to-sql text2sql

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

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

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

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

glee4810 / trustsql
text-to-sql,[Preprint] TrustSQL: Benchmarking Text-to-SQL Reliability with Penalty-Based Scoring
User: glee4810
Home Page: https://arxiv.org/abs/2403.15879
trustsql text-to-sql

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

inquestgeronimo / tllm
text-to-sql,An LLM training library for instruction-tuning.
User: inquestgeronimo
cypher fine-tuning instruction-tuning llm qlora text-to-cypher text-to-sql trainer

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 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
french-language german-language japanese-language multilingual multilingual-nlp natural-language-processing semantic-parsing spanish-language text-to-sql

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

mahadi-nahid / tabsqlify
text-to-sql,TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition [NAACL 2024]
User: mahadi-nahid
information-extraction information-retrieval large-language-models natural-language-processing reasoning research-paper research-project table-retrieval tableqa text-to-sql table-reasoning

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

neopric-inc / neoapps.ai-codegenerator
text-to-sql,Code generator to generated drag and drop react application and .net core API with mysql database.
Organization: neopric-inc
api-generation code-generation database-generator drag-and-drop event-driven-architecture full-stack full-stack-application low-code node-red nodered

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,[ACL'24] 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

sandesh-bharadwaj / bettersearch
text-to-sql,BetterSearch is a desktop search tool that brings natural language to traditional file search.
User: sandesh-bharadwaj
chromadb langchain-python llama3 llms openvino optimum transformers-library windows llama meta-ai generative-ai text-to-search text-to-sql transformers

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

valyriandev / rag-sql-generator
text-to-sql, Enhance SQL query generation using OCI Gen AI and Marqo. This project integrates with Oracle Autonomous Data Warehouse, leveraging DDL and comments for context-aware natural language queries, indexing and searching vectors, and executing optimized SQL commands.
User: valyriandev
ai generative-ai marqo oracle-cloud-infrastructure oracle-database rag sql 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 sql text-to-sql rag

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

wang-yong2018 / shiny_llm_map
text-to-sql,It is a map to large language model. M for multi chat, A for analyze image, P for Probe database.
User: wang-yong2018
ai ai-agents chatbox data data-evaluation database llm r rstudio shiny

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