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Databases
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上游 issue 正文
### What are you trying to do?
A way to manage, and create and train databases that can run on-top of models
### How should we solve this?
Docker has images, containers and volumes. Ollama currently only has models.
To add a new category for databases. Databases can be managed by...
- Import from file
- Export to file
- Download from registry
- Uploaded to registry
- Create new empty database
- Rename database
- Delete database
- Duplicate database (Copy/paste database)
Databases can be edited by training the databases on files (documents, images, videos, audios, web pages, etc). A Ollama GUI would be best for training a database.
Now you have models and databases, when you run a model, you can add one or more databases with it which it will use as additional trained data.
### What is the impact of not solving this?
Ollama will be limited to LLMs and unable to add additional training data on-top of LLMs.
### Anything else?
Adding an additional feature when running models to choose a database to send any trained data from prompt. If a response is good, user can send a like (thumbs up) to the database to train the model that the response was good. If a response is bad, user can send a dislike (thumbs down) to the database to train the model that the response was bad.
Adding a tagging feature to databases would be useful
https://github.com/ollama/ollama/issues/2847
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