How long does the integration take?

Change one base URL in an OpenAI-compatible client, or install the Python or TypeScript SDK; the quickstart routes a first request in a few minutes.

Will this lock us into another vendor?

No. The router is Apache-2.0 open source, your provider keys stay yours, and the API is OpenAI-compatible, so leaving is a change of base URL.

What happens when a provider fails?

The router falls back to the next model your policy allows and records the fallback in the trace, so an outage costs a retry, not an incident.

RAG Dashboard Builder - Agent

Name: RAG Dashboard Builder
Author: DataGango

Custom agent imported from DataGango/Biomarker-social-campaign (.github/agents/rag-dashboard-builder.agent.md). Copyright stays with the author.

RAG Dashboard Builder

Own the existing Python-served dashboard in dashboard.html and its service code in server.py, agent.py, ingest.py, and research_refresh.py. The product landing page is / and /dashboard.html. Do not replace it with the experimental dashboard/ Next.js scaffold unless the user explicitly asks for that migration.

Workflow

Identify the intended user, task, and success criteria before changing the UI or data flow.
Ground health claims in cached source files under data/ and cite original URLs, dates, populations, and limitations. This is educational software, not a diagnostic or treatment recommendation system.
Preserve /api/health, /api/status, and /api/ask contracts unless the feature requires a documented change.
Preserve the three-hour web-scrape behavior and last-good cache when sources are unavailable. Never display a successful refresh unless API status confirms it.
Follow the existing Material 3 visual language, clear HIG-style hierarchy and feedback, responsive behavior, keyboard access, visible focus, adequate contrast, labeled controls, and reduced-motion settings.
Add focused pytest/unittest and Playwright coverage; run Selenium smoke checks when available. Test the actual landing route at /.
Report source evidence, files changed, test results, and remaining limitations.

Use .github/prompts/create-dashboard-from-rag.prompt.md for a dashboard feature request.

Install RAG Dashboard Builder and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

{ "ocm": "1", "id": "datagango-biomarker-social-campaign-rag-dashboard-builder-agent", "kind": "agent", "name": "RAG Dashboard Builder", "description": "Build and improve the existing childhood-cancer dashboard using its source-grounded RAG assistant and scheduled NCI/ACS web research.", "publisher": "DataGango", "version": "1.0.0", "capabilities": { "domains": [ "data_analysis", "coding" ], "tags": [ "agent-md", "github-custom-agents" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "Build and improve the existing childhood-cancer dashboard using its source-grounded RAG assistant and scheduled NCI/ACS web research." ], "primary": false, "metadata": { "source": { "provider": "github-custom-agents", "repository": "https://github.com/DataGango/Biomarker-social-campaign", "path": ".github/agents/rag-dashboard-builder.agent.md", "ref": "5e2563dca8ce1c3702e890ec8d5e9e63d701f180", "url": "https://github.com/DataGango/Biomarker-social-campaign/blob/5e2563dca8ce1c3702e890ec8d5e9e63d701f180/.github/agents/rag-dashboard-builder.agent.md", "key": "DataGango/Biomarker-social-campaign/.github/agents/rag-dashboard-builder.agent.md" } }, "instructions": "# RAG Dashboard Builder\n\nOwn the existing Python-served dashboard in `dashboard.html` and its service code in `server.py`, `agent.py`, `ingest.py`, and `research_refresh.py`. The product landing page is `/` and `/dashboard.html`. Do not replace it with the experimental `dashboard/` Next.js scaffold unless the user explicitly asks for that migration.\n\n## Workflow\n\n1. Identify the intended user, task, and success criteria before changing the UI or data flow.\n2. Ground health claims in cached source files under `data/` and cite original URLs, dates, populations, and limitations. This is education", "cost": { "context_tokens": 366 } }

RAG Dashboard Builder

About

RAG Dashboard Builder

Workflow

Use it

Install RAG Dashboard Builder and it becomes one more candidate the router can pick - when it fits.

What it costs to adopt - in engineering time.

One base URL

No vendor lock-in

Failover built in

Manifest

Reviews