Auto Post Project

Overview

Auto Post Project is an automated workflow designed to gather the latest space news, summarize it, and generate Instagram posts. The project leverages Dagster as the orchestrator, uses a space news API for content, and integrates with the LLaMA 3.1 language model through Ollama to synthesize news into Instagram slides. The workflow culminates in generating images with content for the posts and automatically publishing them to an Instagram account called auto.post.project.

Features

• Automated News Collection: Retrieves the latest space-related news articles using a dedicated API.
• Intelligent Summarization: Utilizes the LLaMA 3.1 language model to generate concise and engaging summaries suitable for Instagram slides.
• Slide Generation: Automatically creates Instagram slides with summarized content, ready for posting.
• Image Creation: Generates images based on the content, which are then used in the Instagram posts.
• Automated Posting: Posts the generated content directly to the auto.post.project Instagram account.

Workflow

1. Dagster Orchestration:

   • Manages and schedules the entire workflow.
   • Ensures that the news collection, summarization, slide generation, and posting are performed seamlessly.

2. News API Integration:

   • Fetches the latest space news articles from a reliable API.

3. Content Summarization with LLaMA 3.1:

   • Summarizes the news articles using the LLaMA 3.1 model via Ollama.
   • The summarized text is optimized for Instagram slides.

4. Image Generation:

   • Converts the summarized content into visually appealing slides.

5. Automated Posting:

   • Publishes the slides and generated images to the auto.post.project Instagram account.

License

This project is licensed under the MIT License - see the LICENSE file for details.