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API Improvements
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上游 issue 正文
I'm currently writing a webui for ollama but I find the API quite limited/cumbersome.
What is your vision/plan regarding it? Is it in a frozen state, or are you planning to improve it?
Here's some criticism:
* mixed model/generation endpoints. some namespacing would be nice.
* mixed `model`/`name` params that refer to the same thing.
* `/api/tags`: why is this named tags?
* `GET /api/tags` to get all available local models but `POST /api/show` to get one?
* some endpoints throw errors, some return `status` as a JSON property.
* No way to query the available public models repository
* `POST /api/create`: doesn't allow to specify the `Modelfile` as just raw text, so there's no way to create models without file system access (client-side). Also no way to specify model file using just an object. Also for this to work, `FROM` needs to handle remote resources aswell.
* `POST /api/show`: returns a string which forces the client to parse it to get the actual data. It would be nice it it also returned a JSON object.
* `POST /api/embeddings`: without batching support is mostly useless
* `template` in `Modelfile`:
to properly support chat agents it would be nice to have a chat-specific generation endpoint, and to be able to iterate over them in the `template`.
otherwise the feature itself is quite limited and requires the client to mostly override and re-implement all the logic (and it also needs to know all the underlying model parameters).
(this is how Hugginface does https://huggingface.co/HuggingFaceH4/zephyr-7b-beta/blob/main/tokenizer_config.json#L34)
Example:
define `Modelfile` `template` :
```
{{range .Messages}}
<|{{ .Role }}|>
{{ .Content }}
</s>
{{end}}
```
instead of:
```
{{- if .System }}
<|system|>
{{ .System }}
</s>
{{- end }}
<|user|>
{{ .Prompt }}
</s>
<|assistant|>
```
and then passing the messages as a JSON array to
`POST /api/chat/generate`
```
…
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