Let us know if you have any questions about our open source product!
byβ’
The github repo can be found here: https://github.com/basejump-ai/basejump
A little more history on what led us to this point. We started working on Basejump in 2023 and always had the goal to eventually open source. It took us almost 3 years, but we're really happy with what we're giving to the community.
We're starting out with 2 data agents:
- DataChatAgent: Connects to any number of database connections and queries your database
- MermaidAgent: Creates a mermaid visualization for an ERD diagram based on your database
And 6 databases:
- Postgres
- Snowflake
- Athena
- MySQL
- Redshift
- SQL Server
Let us know if you have more questions!
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Is BigQuery or MongoDB support on the roadmap, and you are planning to add more agents beyond chat and ERD visualization?
Basejump AI
@david_richard35Β BigQuery is next in my sights. Very likely to add that before the end of January. As far as I know, MongoDB uses its own MQL language and we focus on text-to-SQL. I see us adding support for engines that provide SQL over documents like Trino or Dremio first.
This is great to see β congrats on open-sourcing it after such a long journey.
The DataChatAgent + MermaidAgent combo is especially interesting. Iβve worked with teams where understanding existing schemas is the biggest blocker, so auto-generating ERD visuals can be a huge time-saver.
Curious question: how do you handle permissions and sensitive fields when connecting to production databases? Is there a recommended read-only or sandbox setup?
Nice work, and thanks for sharing it with the community π