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Epidbot

Query EpidBot (Brazilian public health data AI assistant) via its REST API. Use when you need epidemiological data analysis, plots, reports, DATASUS queries,...

person作者: fccoelhohubclawhub
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What this skill does

EpidBot is an AI-powered assistant for Brazilian public health data (DATASUS). This skill is a REST API reference for all EpidBot operations. Make HTTP requests directly — no helper scripts needed.

Capabilities:

  • Ask epidemiological questions and get AI-generated analysis with charts
  • List, search, download plots from "My Plots" collection
  • Download the Python code that generated each plot
  • List and download reports (Markdown and PDF)
  • Search code snippets saved from previous analyses
  • List, upload, preview datasets in "My Data" area

When to use this skill

| User says... | Action | |---|---| | "Show my plots" / "Search plots for dengue" | GET /plots/?search=... | | "Download plot 42" / "Give me the dengue chart" | GET /plots/{id}/file | | "How was plot 42 made?" / "Show me the code for this plot" | GET /plots/{id}/snippet | | "Download all my plots as ZIP" | POST /plots/download-zip | | "List my reports" | GET /reports | | "Download report 15 as PDF" | GET /reports/{id}/pdf | | "Search for code snippets about ARIMA" | POST /search with source_type: snippet | | "Show my datasets" / "List my data" | GET /uploads/ | | "Upload this CSV to EpidBot" | POST /uploads/ (multipart) | | Any epidemiological question / data analysis request | POST /chat → poll |

Authentication

All endpoints accept the X-API-Key header with an ek_-prefixed API key (obtained from EpidBot Settings → API Keys).

Exception: GET /plots/{id}/file does NOT read the X-API-Key header. For this endpoint, use Authorization: Bearer {EPIDBOT_API_KEY} instead. The server accepts ek_-prefixed keys as Bearer tokens.

Environment variables

| Variable | Description | Default | |---|---|---| | EPIDBOT_API_KEY | API key from EpidBot (starts with ek_). Required. | — | | EPIDBOT_API_URL | Base URL of the EpidBot API. | https://epidbot.kwar-ai.com.br |

Chat

Submit a question and poll for the response. The API is asynchronous — you must poll until the job completes.

Submit question

POST {EPIDBOT_API_URL}/api/v1/chat
Headers:
  X-API-Key: {EPIDBOT_API_KEY}
  Content-Type: application/json
Body:
  {"message": "Quantos casos de dengue em SP em 2024?", "locale": "en"}
Response (HTTP 200):
  {"job_id": "abc123", "session_id": 42, "status": "processing"}

Poll for result

GET {EPIDBOT_API_URL}/api/v1/chat/{job_id}
Headers:
  X-API-Key: {EPIDBOT_API_KEY}
Response (when completed):
  {
    "job_id": "abc123",
    "status": "completed",
    "content": "## Analysis\n\n... markdown ...",
    "images": ["/file=/data/plots/sandbox/figure_001.png"]
  }

Polling rules:

  • Poll every 3 seconds until status is "completed", "failed", or "cancelled"
  • Status values: pending, processing, completed, failed, cancelled
  • Timeout: 5 minutes (300s)
  • Markdown images in content use ![desc](/file=...) syntax — these reference the EpidBot server and may require auth to display
  • Each query creates a new session prefixed with [API]

Response modes

The content field may contain:

  • Inline analysis — markdown tables, statistics, links
  • Plot references — ![description](/file=/data/plots/...) — the chart was generated and saved
  • Combined — analysis text plus embedded plot references

Present the response clearly. If it contains plot references, note that the user can download them via the Plots endpoints.

Plots ("My Plots")

List / search plots

GET {EPIDBOT_API_URL}/api/v1/plots/
Headers: X-API-Key: {EPIDBOT_API_KEY}
Query params:
  search (optional) — filters by filename/description (ILIKE match)
Response: [
  {
    "id": 42,
    "filename": "figure_001.png",
    "description": "Dengue cases São Paulo 2024",
    "source": "chat",
    "file_size_bytes": 48500,
    "mime_type": "image/png",
    "width": 1200,
    "height": 800,
    "created_at": "2025-01-15T10:30:00Z",
    "has_snippet": true
  }
]

Get plot metadata

GET {EPIDBOT_API_URL}/api/v1/plots/{plot_id}
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: { single PlotInfo object, same fields as list }

Download plot image

GET {EPIDBOT_API_URL}/api/v1/plots/{plot_id}/file
Headers: Authorization: Bearer {EPIDBOT_API_KEY}   ← NOTE: Bearer, not X-API-Key!
Response: Binary image data (Content-Type: image/png or image/jpeg etc.)

Save the response body as a file. The filename from the plot metadata (filename field) is a good default.

Download plot's Python code

GET {EPIDBOT_API_URL}/api/v1/plots/{plot_id}/snippet
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: Python source code (Content-Type: text/x-python)
Returns HTTP 404 if no snippet was saved for this plot.

The has_snippet field in plot listings tells you whether code is available.

Download multiple plots as ZIP

POST {EPIDBOT_API_URL}/api/v1/plots/download-zip
Headers:
  X-API-Key: {EPIDBOT_API_KEY}
  Content-Type: application/json
Body: {"plot_ids": [42, 43, 44]}
Response: Binary ZIP data (Content-Type: application/zip)

Upload a new plot

POST {EPIDBOT_API_URL}/api/v1/plots/upload
Headers: X-API-Key: {EPIDBOT_API_KEY}
Body: multipart/form-data
  file: (binary image, max 20 MB, allowed: png/jpg/jpeg/webp/gif/svg)
  description: (string, optional)
Response: { PlotInfo object }

Update / delete plots

PATCH  /api/v1/plots/{plot_id}     Body: {"description": "new desc"}
DELETE /api/v1/plots/{plot_id}
POST   /api/v1/plots/bulk-delete   Body: {"plot_ids": [42, 43]}
Headers: X-API-Key: {EPIDBOT_API_KEY}

Reports

List reports

GET {EPIDBOT_API_URL}/api/v1/reports
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: [
  {
    "id": 15,
    "title": "Dengue trends in Southeast Brazil",
    "report_type": "manuscript",
    "created_at": "2025-01-14T08:00:00Z",
    "updated_at": "2025-01-14T08:05:00Z",
    "image_count": 3,
    "content_size_bytes": 45000,
    "has_pdf": true,
    "user_id": 1,
    "username": "user",
    "is_shared": false,
    "permission": "owner",
    "owner_name": "User Name",
    "share_count": 0,
    "zenodo_doi": null,
    "zenodo_record_url": null,
    "zenodo_status": null,
    "reference_count": 12
  }
]

Download report as PDF

GET {EPIDBOT_API_URL}/api/v1/reports/{report_id}/pdf
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: Binary PDF data (Content-Type: application/pdf)

The PDF is generated server-side via WeasyPrint with embedded charts and bibliography. To force regeneration, use POST /reports/{report_id}/regenerate-pdf.

Download report as Markdown

GET {EPIDBOT_API_URL}/api/v1/reports/{report_id}/download
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: Markdown text (Content-Type: text/markdown)

Get report details

GET {EPIDBOT_API_URL}/api/v1/reports/{report_id}
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: {
  "id": 15,
  "title": "...",
  "report_type": "manuscript",
  "prompt": "...",
  "content": "# Abstract\n\n...",
  "abstract": "...",
  "image_count": 3,
  "has_pdf": true,
  "created_at": "...",
  "updated_at": "...",
  "user_id": 1,
  "is_shared": false,
  "permission": "owner"
}

Delete report

DELETE {EPIDBOT_API_URL}/api/v1/reports/{report_id}
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: {"message": "Report deleted"}

Additional report endpoints

GET  /reports/{id}/versions             — version history
GET  /reports/{id}/references           — bibliography listing
GET  /reports/{id}/bibtex               — download .bib file
POST /reports/{id}/regenerate-pdf       — force PDF regeneration

Code Snippets

There is no dedicated snippets REST API. Use the unified search endpoint:

POST {EPIDBOT_API_URL}/api/v1/search
Headers:
  X-API-Key: {EPIDBOT_API_KEY}
  Content-Type: application/json
Body: {
  "query": "ARIMA forecast",
  "source_type": "snippet"
}
Response: {
  "results": [
    {
      "source_type": "snippet",
      "title": "Dengue ARIMA forecast",
      "language": "python",
      "source_code": "import pandas as pd\n...",
      "description": "ARIMA model for dengue time series",
      "tags": ["arima", "forecast", "dengue"],
      "created_at": "2025-01-10T12:00:00Z"
    }
  ],
  "total": 1
}

The source_code field contains the full snippet. If you need all snippets without filtering, omit query and just pass source_type: "snippet".

My Data (User Datasets)

List datasets

GET {EPIDBOT_API_URL}/api/v1/uploads/
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: {
  "datasets": [
    {
      "id": 7,
      "name": "hospital_admissions",
      "path": "/data/private/42/hospital_admissions/data.parquet",
      "row_count": 15000,
      "file_size_bytes": 2048000,
      "file_count": 1,
      "created_at": "2025-01-12T09:00:00Z",
      "original_filename": "admissions.csv",
      "description": "Monthly hospital admissions by municipality"
    }
  ]
}

Upload a dataset

POST {EPIDBOT_API_URL}/api/v1/uploads/
Headers: X-API-Key: {EPIDBOT_API_KEY}
Body: multipart/form-data
  file: (the dataset file)
  description: (string, optional — description for the catalog)
Response: {
  "id": 8,
  "name": "my_dataset",
  "path": "/data/private/42/my_dataset/data.parquet",
  "row_count": 5000,
  "file_size_bytes": 1024000,
  "message": "Dataset uploaded successfully"
}

Supported formats: .csv, .ods, .xlsx, .xls (converted to Parquet) and .geojson, .json, .gpkg, .zip (converted to GIS Parquet). Max file size: 50 MB.

Uploaded datasets are automatically cataloged and can be queried by EpidBot in subsequent chat interactions.

Get dataset details

GET {EPIDBOT_API_URL}/api/v1/uploads/{dataset_id}
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: { single dataset object, same fields as list }

Preview dataset (first 10 rows)

GET {EPIDBOT_API_URL}/api/v1/uploads/{dataset_id}/preview
Headers: X-API-Key: {EPIDBOT_API_KEY}
Response: {
  "columns": ["col1", "col2", "..."],
  "rows": [["val1", "val2"], ...],
  "total_rows": 5000,
  "total_columns": 25,
  "showing_columns": 15,
  "truncated_columns": 10
}

Additional dataset endpoints

DELETE /uploads/{id}                  — delete dataset
POST   /uploads/{id}/publish          — publish to public catalog
PATCH  /uploads/{id}/description      — update description
GET    /uploads/{id}/crate-metadata   — read RO-Crate metadata
PATCH  /uploads/{id}/metadata         — update full metadata

Notes

  • Chat is asynchronous. No synchronous request-response. Always poll.
  • Plot file downloads require Bearer auth, not X-API-Key. All other endpoints use X-API-Key.
  • Plot code snippets may not exist for every plot (has_snippet field tells you).
  • Code snippets are searched via the unified /api/v1/search endpoint with source_type: "snippet".
  • Uploaded datasets are automatically converted to Parquet and cataloged. They become queryable via read_parquet('/data/private/{user_id}/...') in subsequent chat queries.
  • Markdown images in chat responses (![...](/file=...)) reference the EpidBot server. The files are in /data/plots/ or /data/public/plots/sandbox/. They can be downloaded via the Plots endpoints.
  • All timestamps are in ISO 8601 format (UTC).