7c6a739f25
| Name | Description | Package | Version | |----------------------------|------------------------------------------------------------------|---------|---------| | Reddit.SubmitTextPost | Submit a text-based post to a subreddit | Reddit | 0.0.1 | | Reddit.CommentOnPost | Comment on a Reddit post | Reddit | 0.0.1 | | Reddit.ReplyToComment | Reply to a Reddit comment | Reddit | 0.0.1 | | Reddit.GetPostsInSubreddit | Gets posts titles, links, and other metadata in the specified subreddit | Reddit | 0.0.1 | | Reddit.GetContentOfPost | Get the content (body) of a Reddit post by its identifier. | Reddit | 0.0.1 | | Reddit.GetContentOfMultiplePosts | Get the content (body) of multiple Reddit posts by their identifiers. | Reddit | 0.0.1 | | Reddit.GetTopLevelComments | Get the first page of top-level comments of a Reddit post. | Reddit | 0.0.1 | ### Why not use an SDK? Reddit API does not have an official SDK, although [PRAW](https://github.com/praw-dev/praw) has large community support. I played around with PRAW, but ultimately decided to not use an SDK. PRAW made it incredibly easy to work with Reddit Objects, but there were a few drawbacks that ultimately swayed me to not use it: 1. PRAW assumes that it will do the auth for you. A client ID and secret must be passed to PRAW, but a tool only has the auth token. I was able to hack around this by manipulating private properties - but it felt too hacky 2. PRAW does not support Python 3.13 3. PRAW is not async. There is [AsyncPRAW](https://github.com/praw-dev/asyncpraw), but the community does not look active there.
106 lines
3.3 KiB
Python
106 lines
3.3 KiB
Python
from arcade.sdk import ToolCatalog
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from arcade.sdk.eval import (
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EvalRubric,
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EvalSuite,
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ExpectedToolCall,
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tool_eval,
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)
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from arcade.sdk.eval.critic import BinaryCritic, SimilarityCritic
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import arcade_reddit
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from arcade_reddit.tools import (
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submit_text_post,
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)
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from arcade_reddit.tools.submit import comment_on_post
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from evals.additional_messages import get_post_in_subreddit_messages
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from evals.critics import AnyOfCritic
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# Evaluation rubric
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rubric = EvalRubric(
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fail_threshold=0.85,
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warn_threshold=0.95,
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)
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catalog = ToolCatalog()
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catalog.add_module(arcade_reddit)
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@tool_eval()
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def reddit_submit_text_post_eval_suite() -> EvalSuite:
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suite = EvalSuite(
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name="reddit_submit_text_post_1",
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system_message=(
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"You are an AI assistant with access to reddit tools. "
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"Use them to help the user with their tasks."
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),
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catalog=catalog,
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rubric=rubric,
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)
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suite.add_case(
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name="reddit_submit_text_post_1",
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user_message=(
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"Post this in AskReddit - 'Why is the sky blue?'. I dont want replies sent to my dms"
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),
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expected_tool_calls=[
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ExpectedToolCall(
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func=submit_text_post,
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args={
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"subreddit": "AskReddit",
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"title": "Why is the sky blue?",
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"send_replies": False,
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},
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),
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],
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rubric=rubric,
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critics=[
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BinaryCritic(critic_field="subreddit", weight=0.3),
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BinaryCritic(critic_field="title", weight=0.3),
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BinaryCritic(critic_field="body", weight=0.3),
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BinaryCritic(critic_field="send_replies", weight=0.1),
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],
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)
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return suite
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@tool_eval()
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def reddit_comment_on_post_eval_suite() -> EvalSuite:
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suite = EvalSuite(
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name="reddit_comment_on_post_1",
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system_message=(
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"You are an AI assistant with access to reddit tools. "
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"Use them to help the user with their tasks."
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),
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catalog=catalog,
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rubric=rubric,
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)
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comment = "Your dog's four-legged structure is a manifestation of tetrapodal evolution, where natural selection has optimized limb development for biomechanical stability and efficient terrestrial locomotion. Duh!" # noqa: E501
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suite.add_case(
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name="reddit_comment_on_post_1",
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user_message=(f"here's my comment - {comment}"),
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expected_tool_calls=[
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ExpectedToolCall(
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func=comment_on_post,
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args={
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"post_identifier": [ # post_identifier can be any of the following
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"1abcdef",
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"t3_1abcdef",
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"https://www.reddit.com/r/AskReddit/comments/1abcdef/why_does_my_dog_have_four_legs/",
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"/r/AskReddit/comments/1abcdef/why_does_my_dog_have_four_legs/",
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],
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"text": comment,
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},
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),
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],
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rubric=rubric,
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critics=[
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AnyOfCritic(critic_field="post_identifier", weight=0.5),
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SimilarityCritic(critic_field="text", weight=0.5),
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],
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additional_messages=get_post_in_subreddit_messages,
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)
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return suite
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