{"repo":"doublewordai/deepseek-reddit-agent","free":true,"listed":false,"github":"https://github.com/doublewordai/deepseek-reddit-agent","clone":"git clone https://github.com/doublewordai/deepseek-reddit-agent.git","description":"An example notebook which shows how you can build a LLM agent that scrapes information from Reddit and summarize key bullets using a self-hosted DeepSeek-R1-Distill-Llama-8B deployed with Titan Takeoff Stack","language":"Jupyter Notebook","stars":13,"topics":[],"license":null,"category":"ai-agents","readme_excerpt":"Reddit GenAI Trend Analysis with ReAct Agent Framework Author: Amanda Milberg, Principal Solutions Engineer @ Doubleword 🎯 Main Purpose : - Analyzes r/technology subreddit posts to identify and summarize GenAI-related content - Generates professional summaries of AI trends and developments to send to downstream users who want to stay up to date on the latest trends 🔑 Key Components : 1. Reddit API Integration to scrape relevant posts in a given subreddit (e.g. r/technology) 2. LLM-powered analysis to: - Determine GenAI relevance based on the thread title - Summarize key themes and content for each article - Generate trend analysis summary reports for all the GenAI related articles 📊 Process Flow : 1. Fetches hot posts from r/technology 2. Filters for GenAI-related content 3. Extracts and summarizes article content 4. Creates comprehensive trend analysis 5. Generates formatted report with sources ready to email to downstream users 🛠️ Technologies Used : - PRAW (Reddit API) - OpenAI API/Self-hosted LLM - BeautifulSoup for web scraping - Markdown for report formatting - ReAct agent framework Note: Requires Reddit API credentials and access to a LLM to function. Why Use an Agent Framework? - Implements the ReAct (Reasoning + Acting) paradigm for more transparent and controlled AI behavior - Provides explicit thinking and action steps for complex tasks - Enables better debugging and monitoring of the AI's decision process 🧠 ReAct Framework Benefits : 1. Reasoning Transparency","default_branch":null,"files":null,"tree":[],"storefront":"/r/doublewordai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/doublewordai/deepseek-reddit-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}