text-to-sql
Here are 78 public repositories matching this topic...
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
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Jun 1, 2024 - Python
A cookbook of large language models (llms) design patterns.
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Jun 1, 2024 - Jupyter Notebook
🤖 Chat with your large SQL database
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May 31, 2024 - Python
Example usage of running ZeroLink base models on local hardware
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May 31, 2024 - Python
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.
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May 30, 2024 - Jupyter Notebook
ICDE 2024 Paper, MetaSQL: A Unified Generate-then-Rank Framework for Natural Language to SQL Translation
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May 30, 2024 - Python
Efficient, consistent and secure library for querying structured data with natural language
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May 29, 2024 - Python
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
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May 29, 2024
A NLQ(Natural Language Query) demo using Amazon Bedrock, Amazon OpenSearch with RAG technique.
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May 28, 2024 - Python
Interact with your SQL database, Natural Language to SQL using LLMs
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May 28, 2024 - Python
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
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May 26, 2024 - Python
NLP Project that explores a novel approach to generating SQL queries from natural language, aiming to improve response times by pre-processing potential queries.
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May 19, 2024 - Python
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May 16, 2024 - Python
Code for Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records
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May 15, 2024 - Python
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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May 13, 2024 - Python
Polish translation of spider dataset.
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May 12, 2024 - Python
Python import scripts to retrieve postgres schema info and use an LLM to generate documentation. This can be useful for text-to-sql apps later on.
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May 1, 2024 - Python
A framework for converting natural language text inputs to corresponding Pandas, MongoDB, Kusto and Neo4j (Cypher) queries.
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Apr 28, 2024 - Python
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