Re:Show HN: MyDuck Server – Supercharge MySQL and Postgres A...
by fanyang01 on Friday November 29, 2024 @04:34AM
(#42272559)
*Update from the Authors:*
We have successfully tested this project with the official Model Context Protocol (MCP) server for Postgres. For those interested in integrating this project with LLMs, you can find the guide here: https://github.com/apecloud/myduckserver/blob/main/docs/tuto...
We were pleasantly surprised that the integration worked seamlessly on our first attempt. Moreover, we observed some fascinating behavior: DuckDB's clear and suggestive error messages proved incredibly helpful for the model. During our testing, the free-tier Claude Haiku model initially hallucinated table and column names, but it impressively corrected them based on DuckDB's suggestions.
This integration highlights the conveniences offered by this project:
- DuckDB’s native SQL support: We can create a table directly from a CSV URL without manually determining the schema.
- Standard Postgres protocol support: The official Postgres MCP server works out-of-the-box.
We’d love to hear your thoughts and questions about LLM + MyDuck integration!
We have successfully tested this project with the official Model Context Protocol (MCP) server for Postgres. For those interested in integrating this project with LLMs, you can find the guide here: https://github.com/apecloud/myduckserver/blob/main/docs/tuto...
We were pleasantly surprised that the integration worked seamlessly on our first attempt. Moreover, we observed some fascinating behavior: DuckDB's clear and suggestive error messages proved incredibly helpful for the model. During our testing, the free-tier Claude Haiku model initially hallucinated table and column names, but it impressively corrected them based on DuckDB's suggestions.
This integration highlights the conveniences offered by this project:
- DuckDB’s native SQL support: We can create a table directly from a CSV URL without manually determining the schema.
- Standard Postgres protocol support: The official Postgres MCP server works out-of-the-box.
We’d love to hear your thoughts and questions about LLM + MyDuck integration!