memer.ai is an AI-powered meme generator that connects with your Twitter account via OAuth, generates memes based on NLP prompts, and lets you decide whether to post them or not.
The system operates in three core flows:
- Uses Retrieval-Augmented Generation (RAG) to fetch relevant meme templates based on your input prompt.
- Selects the best-fit template dynamically.
- Extracts template metadata (e.g., number of input boxes, template ID, image URL).
- Uses AI to generate text strings that align with the selected meme format.
- Works with composio tools to post a tweet with an engaging caption.
- Allows the user to review before posting.
- Mira Network Stability: The Mira network was often unstable, leading to issues in fetching data.
- New to AI Agents: This was our first project leveraging AI agents, which came with a steep learning curve.
🚨 Our final version is currently affected by Mira Network downtimes. If you experience failures, it's likely due to external service instability rather than a bug in our code.
- Improve resilience to external API failures.
- Enhance meme template retrieval with more diverse datasets.
- Expand to support more social platforms.