Live-Reddit-Sentiment-Agent

We propose a live agentic system that continuously ingests Reddit discussions, updates sentiment signals in real time, and reacts autonomously to meaningful changes in market narratives.

Reddit Crawler

plz see testrun.ipynb to see how to run

Data Models

Post Fields:

• post_id, title, selftext, author
• score, upvote_ratio, num_comments
• link_flair_text, created_utc
• is_edited, is_deleted, is_removed
• content_hash (for change detection)

Comment Fields:

• comment_id, post_id, parent_id
• body, author, score, depth
• is_submitter, is_edited, created_utc
• content_hash (for change detection)

future improvements -

1. RAG for finding information on dedicated tickers throughout reddit.
2. market prediction history
3. accept gemini_api_key from user.

Built With

• css
• javascript
• jupyter-notebook
• python
• typescript