> ## Documentation Index
> Fetch the complete documentation index at: https://docs.memorylake.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# List Open Data Collections

> List the Open Data collections an agent can search, with the identifiers to pass in open_datasets

```
GET /openapi/memorylake/api/v1/industry-opendata
```

Lists the Open Data collections that MemoryLake curates. To have an agent search a collection alongside the web, pass its `id` in `web_search.open_datasets` when you [send the agent a message](/features/memorylake/api-reference/a2a/overview#turn-on-capabilities-per-message).

The list is the same for every caller. Names and descriptions are in English, and entries come back in no particular order.

<Tip>
  Read the identifiers from this endpoint instead of hard-coding them. Collections can be added over time.
</Tip>

<Note>
  **Permission required:** none. The list is the same for every caller.
</Note>

<RequestExample>
  ```bash cURL theme={null}
  curl -X GET 'https://app.memorylake.ai/openapi/memorylake/api/v1/industry-opendata' \
    -H 'Authorization: Bearer sk_xxxxxx'
  ```
</RequestExample>

### Response

<ResponseField name="data" type="array">
  Array of Open Data collections

  <Expandable title="Collection object">
    <ResponseField name="id" type="string">Collection identifier, for example `research/academic`. Pass it in `open_datasets`.</ResponseField>
    <ResponseField name="name" type="string">Display name</ResponseField>
    <ResponseField name="description" type="string">What the collection contains</ResponseField>
  </Expandable>
</ResponseField>

<ResponseExample>
  ```json Success (200) theme={null}
  {
    "success": true,
    "data": [
      {
        "id": "clinical/trials",
        "name": "Clinical Trials",
        "description": "Clinical trial records from ClinicalTrials.gov"
      },
      {
        "id": "economic/data",
        "name": "Economic Data",
        "description": "Economic indicators from FRED, BLS, Destatis, World Bank, and USAspending"
      },
      {
        "id": "research/academic",
        "name": "Academic Papers",
        "description": "Academic papers from arXiv, PubMed, bioRxiv, and medRxiv"
      },
      {
        "id": "patents/ip",
        "name": "Patent Search",
        "description": "USPTO patent records and intellectual property filings"
      },
      {
        "id": "company/fundamentals",
        "name": "SEC Filings",
        "description": "SEC filings, earnings, balance sheets, income statements, cash flows, dividends, and insider transactions"
      },
      {
        "id": "drug/database",
        "name": "Drug Databases",
        "description": "Drug and compound data from ChEMBL, PubChem, DrugBank, FDA drug labels, and Open Targets"
      },
      {
        "id": "financial/markets",
        "name": "Financial Data",
        "description": "Real-time and historical prices for stocks, crypto, forex, funds, and commodities"
      }
    ]
  }
  ```
</ResponseExample>


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