Overview
The AI Social Media Automation Tool is a cutting-edge platform developed for GoFr.dev, designed to automate social media updates, enhance audience engagement, and provide actionable insights. It leverages advanced AI models to simplify content creation, track public sentiment, and optimize outreach strategies.
- Automatically posts updates on LinkedIn and Twitter for new product releases.
- Ensures timely, consistent, and impactful communication with target audiences.
- Employs Llama 3.2 and Retrieval-Augmented Generation (RAG) for intelligent content generation.
- Converts release documentation into embeddings stored in Chroma DB to create relevant and engaging AI-generated posts.
- Generates tailored cold emails using AI to improve outreach and conversion rates.
- Focuses on creating personalized communication to resonate with specific audiences.
- Analyzes public sentiment for trending hashtags on Twitter.
- Provides data-driven insights into audience engagement and public opinion trends.
- Programming Language: Python
- AI Frameworks: Llama 3.2, Retrieval-Augmented Generation (RAG)
- Database: Chroma DB for storing embeddings
- Platforms: Twitter
- Analytics: Sentiment analysis for Twitter hashtags
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Automated Updates
- Monitors release activity and automatically generates posts for LinkedIn and Twitter.
- Ensures content is aligned with release documentation and brand voice.
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Content Generation
- Converts documentation into embeddings using Chroma DB.
- Generates human-like, relevant social media posts using Llama 3.2 and RAG techniques.
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Cold Email Personalization
- Leverages AI models to craft unique email content tailored to the recipient.
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Sentiment Analysis
- Tracks hashtags and analyzes their sentiment to evaluate public opinion and engagement.
frontend integeration, twitter integration.