Commits for 2025-11-22

The following 6 changes have been made on 2025-11-22:

- moved media related classes under base namespace (Author: Mirko De Grandis, Hash: #03f5f39)
- moved media related classes under base namespace (Author: Mirko De Grandis, Hash: #e884fd9)
- moved media related classes under base namespace (Author: Mirko De Grandis, Hash: #261452e)
- moved media related classes under base namespace (Author: Mirko De Grandis, Hash: #c1a886e)
- added search via ai embeddings (Author: Mirko De Grandis, Hash: #a1935cf)
- added embeddings manager class (Author: Mirko De Grandis, Hash: #ba637d2)

Check it out. More are coming soon!