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Posted to notifications@superset.apache.org by "Abhishek-kumar-samsung (via GitHub)" <gi...@apache.org> on 2025/03/13 12:24:13 UTC
[I] [SIP] Your Title Here (do not add SIP number) [superset]
Abhishek-kumar-samsung opened a new issue, #32650:
URL: https://github.com/apache/superset/issues/32650
## [SIP] Proposal for Agentic Query In Dashboard
### Motivation
This SIP aims to provide users with the flexibility to ask any question they desire from the dashboard. Our motivation is to place a search button at the top of the dashboard, enabling users to input any natural language query that can be answered using the dashboard's charts.
### Proposed Change
We propose to add an LLM agentic query search button at the top of the dashboard if the feature flag is set to True.
Use cases:
1. Users can perform natural language query-based searches on the dashboard.
2. Users can ask specific questions about any chart using natural language.
3. Users can request a summary of a chart or the entire dashboard by asking the search button to do so.
4. Feature Flag: Users have an option to make feature flag as `False` if they don't want to use the feature.
### New or Changed Public Interfaces
Views changed:
1. Dashboard view changed based on feature flag in superset_config `SHOW_DASHBOARD_AGENT_QUERY`.
2. Added a new action in dashboard react components to call `query dashboard` rest api.
3. Added a new `REST` api in dashboard apis to query dashboard.
### New dependencies
1. Added two PyPI packages langchain and langchain-openai, both have MIT license.
2. To run this feature user has to update LLM configurations in superset_config, mainly api_key if they want to use openai or base_url if they want to use locally running llm.
### Mockups and Screenshots
#### When feature flag is `True`
#### When feature is `False` i.e default view
CLI logs when query runs looks like :
### PR Raised
PR link : https://github.com/apache/superset/pull/32649
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "rusackas (via GitHub)" <gi...@apache.org>.
rusackas commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-4035311069
Closing this SIP due to inactivity. As noted by @mistercrunch and @rusackas, the next step in the SIP process is to open a [DISCUSS] thread on the `dev@superset.apache.org` mailing list to build consensus. Without that discussion, the associated PR cannot be reviewed or merged.
If you'd like to move this SIP forward, please start a mailing list discussion and feel free to reopen this issue or open a new one linking to that thread. See [SIP-0](https://github.com/apache/superset/issues/5602) for the full process.
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "rusackas (via GitHub)" <gi...@apache.org>.
rusackas commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2790518568
The hold label is official... we can't/shouldn't merge a PR that requires consensus. That consensus is derived via the SIP process (as outlined in SIP-0) and the next step in that process (after opening the SIP issue) is to bring it up for a [DISCUSS] thread on the `dev@superset.apache.org` mailing list. Let me know if you need help with that, you can reach us here or DM me on Slack :)
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Re: [I] [SIP] Proposal for Agentic Query In Dashboard [superset]
Posted by "Abhishek-kumar-samsung (via GitHub)" <gi...@apache.org>.
Abhishek-kumar-samsung commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2721094363
PR link : https://github.com/apache/superset/pull/32649
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "Abhishek-kumar-samsung (via GitHub)" <gi...@apache.org>.
Abhishek-kumar-samsung commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2728069349
@mistercrunch @rusackas I raised the PR above(with env variables like feature flags and configs), but hold:sip tag is added to it.
can you pls tell what is the plan now ? what sort of discussion going on and whether PR will be reviewed in coming days ?
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "Abhishek-kumar-samsung (via GitHub)" <gi...@apache.org>.
Abhishek-kumar-samsung commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2791549784
okay got it
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Re: [I] [SIP] Proposal for Agentic Query In Dashboard [superset]
Posted by "Abhishek-kumar-samsung (via GitHub)" <gi...@apache.org>.
Abhishek-kumar-samsung commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2721120337
Related to : https://github.com/apache/superset/issues/32408
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "mistercrunch (via GitHub)" <gi...@apache.org>.
mistercrunch commented on issue #32650:
URL: https://github.com/apache/superset/issues/32650#issuecomment-2723043696
Pointing out that this feature/SIP would best be implemented as an extension as SIPped here https://github.com/apache/superset/issues/31932 .
Some the reasons why I think this is a good fit for a plugin:
- design patterns for RAG / AI-integrations are still emerging, there's probably a multitude of ways this could be implement from a UX perspective
- there's probably a need to vectorize things / create and manage embedding to retrieve the right context through semantic search (datasets, sample data, result sets, related-charts/objects, ...) guessing the whole context is too large for the context window
- feature would need to be highly configurable, so that it can talk with a variety of AI APIs (GPT, Claude, Grok, Gemini...), support different vector dbs, ... bringing potentially a lot of extra libs to the main project (langchain/langraph, openai, ...)
- would allow for different AI extension experiments to compete and mature in isolation, without putting a lot of eggs/complexity in the main repo/app
- test-prove and push https://github.com/apache/superset/issues/31932 forward
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Re: [I] [SIP-157] Proposal for Agentic Query In Dashboard [superset]
Posted by "rusackas (via GitHub)" <gi...@apache.org>.
rusackas closed issue #32650: [SIP-157] Proposal for Agentic Query In Dashboard
URL: https://github.com/apache/superset/issues/32650
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