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Kibela

KibelaReader #

Bases: BaseReader

Kibela reader.

Reads pages from Kibela.

Parameters:

Name Type Description Default
team str

Kibela team.

 required
token str

Kibela API token.

 required
Source code in llama-index-integrations/readers/llama-index-readers-kibela/llama_index/readers/kibela/base.py 
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class KibelaReader(BaseReader):
    """Kibela reader.

    Reads pages from Kibela.

    Args:
        team (str): Kibela team.
        token (str): Kibela API token.
    """

    def __init__(self, team: str, token: str) -> None:
        """Initialize with parameters."""
        from gql import Client
        from gql.transport.aiohttp import AIOHTTPTransport

        self.url = f"https://{team}.kibe.la/api/v1"
        self.headers = {"Authorization": f"Bearer {token}"}
        transport = AIOHTTPTransport(url=self.url, headers=self.headers)
        self.client = Client(transport=transport, fetch_schema_from_transport=True)

    def request(self, query: str, params: dict) -> Dict:
        from gql import gql

        q = gql(query)
        return self.client.execute(q, variable_values=params)

    def load_data(self) -> List[Document]:
        """Load data from Kibela.

        Returns:
            List[Document]: List of documents.

        """
        query = """
        query getNotes($after: String) {
          notes(first: 100, after: $after) {
            totalCount
            pageInfo {
              endCursor
              startCursor
              hasNextPage
            }
            edges {
              cursor
              node {
                id
                url
                title
                content
              }
            }
          }
        }
        """
        params = {"after": ""}
        has_next = True
        documents = []
        # Due to the request limit of 10 requests per second on the Kibela API, we do not process in parallel.
        # See https://github.com/kibela/kibela-api-v1-document#1%E7%A7%92%E3%81%82%E3%81%9F%E3%82%8A%E3%81%AE%E3%83%AA%E3%82%AF%E3%82%A8%E3%82%B9%E3%83%88%E6%95%B0
        while has_next:
            res = self.request(query, params)
            note_conn = parse_obj_as(Connection[Note], res["notes"])
            for note in note_conn.edges:
                doc = (
                    f"---\nurl: {note.node.url}\ntitle:"
                    f" {note.node.title}\n---\ncontent:\n{note.node.content}\n"
                )
                documents.append(Document(text=doc))
            has_next = note_conn.pageInfo.hasNextPage
            params = {"after": note_conn.pageInfo.endCursor}

        return documents

load_data #

load_data() -> List[Document]

Load data from Kibela.

Returns:

Type Description
List[Document]

List[Document]: List of documents.
Source code in llama-index-integrations/readers/llama-index-readers-kibela/llama_index/readers/kibela/base.py 
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def load_data(self) -> List[Document]:
    """Load data from Kibela.

    Returns:
        List[Document]: List of documents.

    """
    query = """
    query getNotes($after: String) {
      notes(first: 100, after: $after) {
        totalCount
        pageInfo {
          endCursor
          startCursor
          hasNextPage
        }
        edges {
          cursor
          node {
            id
            url
            title
            content
          }
        }
      }
    }
    """
    params = {"after": ""}
    has_next = True
    documents = []
    # Due to the request limit of 10 requests per second on the Kibela API, we do not process in parallel.
    # See https://github.com/kibela/kibela-api-v1-document#1%E7%A7%92%E3%81%82%E3%81%9F%E3%82%8A%E3%81%AE%E3%83%AA%E3%82%AF%E3%82%A8%E3%82%B9%E3%83%88%E6%95%B0
    while has_next:
        res = self.request(query, params)
        note_conn = parse_obj_as(Connection[Note], res["notes"])
        for note in note_conn.edges:
            doc = (
                f"---\nurl: {note.node.url}\ntitle:"
                f" {note.node.title}\n---\ncontent:\n{note.node.content}\n"
            )
            documents.append(Document(text=doc))
        has_next = note_conn.pageInfo.hasNextPage
        params = {"after": note_conn.pageInfo.endCursor}

    return documents