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RedditToolkit

class RedditToolkit(BaseToolkit):

A class representing a toolkit for Reddit operations.

This toolkit provides methods to interact with the Reddit API, allowing users to collect top posts, perform sentiment analysis on comments, and track keyword discussions across multiple subreddits.

Attributes: retries (int): Number of retries for API requests in case of failure. delay (float): Delay between retries in seconds. reddit (Reddit): An instance of the Reddit client.

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init

def __init__(
    self,
    retries: int = 3,
    delay: float = 0.0,
    timeout: Optional[float] = None
):

Initializes the RedditToolkit with the specified number of retries and delay.

Parameters:

  • retries (int): Number of times to retry the request in case of failure. Defaults to 3.
  • delay (int): Time in seconds to wait between retries. Defaults to 0.
  • timeout (float): Timeout for API requests in seconds. Defaults to None.

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collect_top_posts

def collect_top_posts(
    self,
    subreddit_name: str,
    post_limit: int = 5,
    comment_limit: int = 5
):

Collects the top posts and their comments from a specified subreddit.

Parameters:

  • subreddit_name (str): The name of the subreddit to collect posts from.
  • post_limit (int): The maximum number of top posts to collect. Defaults to 5.
  • comment_limit (int): The maximum number of top comments to collect per post. Defaults to 5.

Returns:

Union[List[Dict[str, Any]], str]: A list of dictionaries, each containing the post title and its top comments if success. String warming if credentials are not set.

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perform_sentiment_analysis

def perform_sentiment_analysis(self, data: List[Dict[str, Any]]):

Performs sentiment analysis on the comments collected from Reddit posts.

Parameters:

  • data (List[Dict[str, Any]]): A list of dictionaries containing Reddit post data and comments.

Returns:

List[Dict[str, Any]]: The original data with an added ‘Sentiment Score’ for each comment.

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track_keyword_discussions

def track_keyword_discussions(
    self,
    subreddits: List[str],
    keywords: List[str],
    post_limit: int = 10,
    comment_limit: int = 10,
    sentiment_analysis: bool = False
):

Tracks discussions about specific keywords in specified subreddits.

Parameters:

  • subreddits (List[str]): A list of subreddit names to search within.
  • keywords (List[str]): A list of keywords to track in the subreddit discussions.
  • post_limit (int): The maximum number of top posts to collect per subreddit. Defaults to 10.
  • comment_limit (int): The maximum number of top comments to collect per post. Defaults to 10.
  • sentiment_analysis (bool): If True, performs sentiment analysis on the comments. Defaults to False.

Returns:

Union[List[Dict[str, Any]], str]: A list of dictionaries containing the subreddit name, post title, comment body, and upvotes for each comment that contains the specified keywords if success. String warming if credentials are not set.

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get_tools

def get_tools(self):

Returns:

List[FunctionTool]: A list of FunctionTool objects for the toolkit methods.