TwitterTweetLoader#

class langchain_community.document_loaders.twitter.TwitterTweetLoader(auth_handler: OAuthHandler | OAuth2BearerHandler, twitter_users: Sequence[str], number_tweets: int | None = 100)[source]#

Load Twitter tweets.

Read tweets of the user’s Twitter handle.

First you need to go to https://developer.twitter.com/en/docs/twitter-api /getting-started/getting-access-to-the-twitter-api to get your token. And create a v2 version of the app.

Methods

`__init__`(auth_handler, twitter_users[, ...])
`alazy_load`()	A lazy loader for Documents.
`aload`()	Load data into Document objects.
`from_bearer_token`(oauth2_bearer_token, ...)	Create a TwitterTweetLoader from OAuth2 bearer token.
`from_secrets`(access_token, ...[, number_tweets])	Create a TwitterTweetLoader from access tokens and secrets.
`lazy_load`()	A lazy loader for Documents.
`load`()	Load tweets.
`load_and_split`([text_splitter])	Load Documents and split into chunks.

Parameters:

auth_handler (Union[OAuthHandler, OAuth2BearerHandler])
twitter_users (Sequence[str])
number_tweets (Optional[int])

__init__(auth_handler: OAuthHandler | OAuth2BearerHandler, twitter_users: Sequence[str], number_tweets: int | None = 100)[source]#

Parameters:

auth_handler (Union[OAuthHandler, OAuth2BearerHandler])
twitter_users (Sequence[str])
number_tweets (Optional[int])

async alazy_load() → AsyncIterator[Document]#

A lazy loader for Documents.

Return type:: AsyncIterator[Document]

async aload() → list[Document]#

Load data into Document objects.

Return type:: list[Document]

classmethod from_bearer_token(oauth2_bearer_token: str, twitter_users: Sequence[str], number_tweets: int | None = 100) → TwitterTweetLoader[source]#

Create a TwitterTweetLoader from OAuth2 bearer token.

Parameters:

oauth2_bearer_token (str)
twitter_users (Sequence[str])
number_tweets (int | None)

Return type:

TwitterTweetLoader

classmethod from_secrets(access_token: str, access_token_secret: str, consumer_key: str, consumer_secret: str, twitter_users: Sequence[str], number_tweets: int | None = 100) → TwitterTweetLoader[source]#

Create a TwitterTweetLoader from access tokens and secrets.

Parameters:

access_token (str)
access_token_secret (str)
consumer_key (str)
consumer_secret (str)
twitter_users (Sequence[str])
number_tweets (int | None)

Return type:

TwitterTweetLoader

lazy_load() → Iterator[Document]#

A lazy loader for Documents.

Return type:: Iterator[Document]

load() → List[Document][source]#

Load tweets.

Return type:: List[Document]

load_and_split(text_splitter: TextSplitter | None = None) → list[Document]#

Load Documents and split into chunks. Chunks are returned as Documents.

Do not override this method. It should be considered to be deprecated!

Parameters:: text_splitter (Optional[TextSplitter]) – TextSplitter instance to use for splitting documents. Defaults to RecursiveCharacterTextSplitter.
Returns:: List of Documents.
Return type:: list[Document]

Examples using TwitterTweetLoader

Twitter