huchenxucs/ChatDB
The official repository of "ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory".
This helps developers integrate large language models (LLMs) with SQL databases to perform complex, multi-step reasoning tasks. It takes natural language queries as input and, by generating SQL instructions, retrieves precise information from databases to produce accurate answers. This tool is for AI/ML engineers and researchers who are building intelligent systems that require LLMs to interact with structured data for advanced problem-solving.
597 stars. No commits in the last 6 months.
Use this if you are developing AI applications where LLMs need to execute complex reasoning workflows by querying and manipulating structured data in SQL databases.
Not ideal if you primarily work with unstructured data or simple LLM-based question-answering that doesn't require database interaction.
Stars
597
Forks
55
Language
Python
License
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Category
Last pushed
Jun 19, 2023
Commits (30d)
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