APIReference

Get multiple paper overviews (Pro+)

Get overviews for multiple papers in a single request.

Requires Pro tier or higher.

Does not count toward paper quota (free peeks, batched).

  • Maximum 10 papers per request
  • Partial failures return successful results plus errors array
GET
/papers/overview

Authorization

ApiKeyAuth
x-api-key<token>

API key for authentication. Get yours at https://sciencestack.ai/settings/api

Format: sk_live_... or sk_test_...

In: header

Query Parameters

ids*string

Comma-separated paper IDs (arXiv IDs or UUIDs)

Response Body

application/json

application/json

application/json

application/json

curl -X GET "https://sciencestack.ai/api/v1/papers/overview?ids=1706.03762%2C2108.07258%2C2303.08774"
{
  "data": [
    {
      "paperId": "0dc1dcb2-991d-5ff2-b67c-af0a863ad32f",
      "arxivId": "1706.03762v7",
      "data": {
        "title": "Attention Is All You Need",
        "arxivId": "1706.03762v7",
        "authors": [
          "Ashish Vaswani",
          "Noam Shazeer",
          "Niki Parmar",
          "Jakob Uszkoreit",
          "Llion Jones",
          "Aidan N. Gomez",
          "Lukasz Kaiser",
          "Illia Polosukhin"
        ],
        "abstract": "The dominant sequence transduction models are based on complex recurrent or convolutional neural networks...",
        "published": "2017-06-12T17:57:34",
        "aiSummary": "The Transformer paper addresses the inefficiency of recurrent/convolutional sequence transduction models...",
        "toc": [
          {
            "section": "1",
            "nodeId": "sec:1",
            "title": "Introduction",
            "depth": 1
          },
          {
            "section": "3",
            "nodeId": "sec:3",
            "title": "Model Architecture",
            "depth": 1
          }
        ],
        "figures": [
          {
            "nodeId": "fig:1",
            "number": "1",
            "caption": "The Transformer - model architecture."
          }
        ],
        "tables": [
          {
            "nodeId": "tab:1",
            "number": "1",
            "caption": "Maximum path lengths, per-layer complexity..."
          }
        ]
      }
    },
    {
      "paperId": "ce3e6ee3-404c-5e70-b198-e8517510bd50",
      "arxivId": "2108.07258v3",
      "data": {
        "title": "On the Opportunities and Risks of Foundation Models",
        "arxivId": "2108.07258v3",
        "authors": [
          "Rishi Bommasani",
          "Drew A. Hudson",
          "Ehsan Adeli",
          "et al."
        ],
        "abstract": "AI is undergoing a paradigm shift with the rise of models (e.g., BERT, DALL-E, GPT-3)...",
        "published": "2021-08-16T17:50:08"
      }
    },
    {
      "paperId": "0b753398-6439-522f-868a-b5a00c2e99b7",
      "arxivId": "2303.08774v6",
      "data": {
        "title": "GPT-4 Technical Report",
        "arxivId": "2303.08774v6",
        "authors": [
          "OpenAI",
          "Josh Achiam",
          "Steven Adler",
          "et al."
        ],
        "abstract": "We report the development of GPT-4, a large-scale, multimodal model...",
        "published": "2023-03-15T17:15:04"
      }
    }
  ],
  "errors": [],
  "_version": "1.0.0"
}
{
  "error": {
    "code": "INVALID_REQUEST",
    "message": "Maximum 10 paper IDs per request"
  }
}
{
  "error": {
    "code": "UNAUTHORIZED",
    "message": "Invalid API key"
  }
}
{
  "error": {
    "code": "UPGRADE_REQUIRED",
    "message": "Pro plan required for batch overview. Upgrade at https://sciencestack.ai/settings/api"
  }
}