Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
4 h
65 outside PRs
MergedShare of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
92%
of 59 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Hallucination reduction framework for LLMs using RAG, multi-discriminator RL, and automated data pipelines.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
🤖 Real-time and batch prediction service for Open Food Facts
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Sentiment Analysis for Audio and video Files Flask App with time stamped sentiment.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Time Series serving (TServe): local inference server for foundation models
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
This activity is based on the speak activity and has more voices using Kokoro, it uses both a SLM and a LLM.
First replyMedian time until a person from the project comments on, or merges, a pull request from an outside contributor. Bots do not count. Pull requests opened 30 to 120 days ago.
Mostly unanswered
6 outside PRs
Merged
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
88%
of 65 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026Got faster
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
91%
of 33 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
1
available
PythonJupyter NotebookGSoC 2024Got faster
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
88%
of 16 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
C++GSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonRustJupyter NotebookGSoC 2026
Updated 9 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonHTMLCSSGSoC 2025Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 1 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2026
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
Jupyter NotebookPythonGSoC 2026Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonJavaScriptCSSGSoC 2024
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.
0
available
PythonGSoC 2024Went quiet
Updated 11 Oct 2026
Share of pull requests from outside contributors that were merged, out of those the project has decided on (merged or closed). Ones still open are left out. Pull requests opened 30 to 120 days ago.
Not enough data
of 0 closed
Free issuesIssues labelled for beginners that are really free: open, unassigned, no linked pull request, nobody claimed them in the last 14 days, and updated in the last 60 days.