Update API docs (#527)

* Update API docs

Signed-off-by: Matt Williams <m@technovangelist.com>

* strange TOC was getting auto generated

Signed-off-by: Matt Williams <m@technovangelist.com>

* Update docs/api.md

Co-authored-by: Bruce MacDonald <brucewmacdonald@gmail.com>

* Update docs/api.md

Co-authored-by: Bruce MacDonald <brucewmacdonald@gmail.com>

* Update docs/api.md

Co-authored-by: Bruce MacDonald <brucewmacdonald@gmail.com>

* Update api.md

---------

Signed-off-by: Matt Williams <m@technovangelist.com>
Co-authored-by: Bruce MacDonald <brucewmacdonald@gmail.com>
Co-authored-by: Michael Chiang <mchiang0610@users.noreply.github.com>
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@ -3,18 +3,21 @@
## Endpoints ## Endpoints
- [Generate a completion](#generate-a-completion) - [Generate a completion](#generate-a-completion)
- [Create a model](#create-a-model) - [Create a Model](#create-a-model)
- [List local models](#list-local-models) - [List Local Models](#list-local-models)
- [Copy a model](#copy-a-model) - [Show Model Information](#show-model-information)
- [Delete a model](#delete-a-model) - [Copy a Model](#copy-a-model)
- [Pull a model](#pull-a-model) - [Delete a Model](#delete-a-model)
- [Generate embeddings](#generate-embeddings) - [Pull a Model](#pull-a-model)
- [Push a Model](#push-a-model)
- [Generate Embeddings](#generate-embeddings)
## Conventions ## Conventions
### Model names ### Model names
Model names follow a `model:tag` format. Some examples are `orca-mini:3b-q4_1` and `llama2:70b`. The tag is optional and if not provided will default to `latest`. The tag is used to identify a specific version. Model names follow a `model:tag` format. Some examples are `orca-mini:3b-q4_1` and `llama2:70b`. The tag is optional and, if not provided, will default to `latest`. The tag is used to identify a specific version.
### Durations ### Durations
@ -22,7 +25,7 @@ All durations are returned in nanoseconds.
## Generate a completion ## Generate a completion
``` ```shell
POST /api/generate POST /api/generate
``` ```
@ -42,7 +45,7 @@ Advanced parameters:
### Request ### Request
``` ```shell
curl -X POST http://localhost:11434/api/generate -d '{ curl -X POST http://localhost:11434/api/generate -d '{
"model": "llama2:7b", "model": "llama2:7b",
"prompt": "Why is the sky blue?" "prompt": "Why is the sky blue?"
@ -95,7 +98,7 @@ To calculate how fast the response is generated in tokens per second (token/s),
## Create a Model ## Create a Model
``` ```shell
POST /api/create POST /api/create
``` ```
@ -108,7 +111,7 @@ Create a model from a [`Modelfile`](./modelfile.md)
### Request ### Request
``` ```shell
curl -X POST http://localhost:11434/api/create -d '{ curl -X POST http://localhost:11434/api/create -d '{
"name": "mario", "name": "mario",
"path": "~/Modelfile" "path": "~/Modelfile"
@ -117,7 +120,7 @@ curl -X POST http://localhost:11434/api/create -d '{
### Response ### Response
A stream of JSON objects. When finished, `status` is `success` A stream of JSON objects. When finished, `status` is `success`.
```json ```json
{ {
@ -127,7 +130,7 @@ A stream of JSON objects. When finished, `status` is `success`
## List Local Models ## List Local Models
``` ```shell
GET /api/tags GET /api/tags
``` ```
@ -135,7 +138,7 @@ List models that are available locally.
### Request ### Request
``` ```shell
curl http://localhost:11434/api/tags curl http://localhost:11434/api/tags
``` ```
@ -158,9 +161,40 @@ curl http://localhost:11434/api/tags
} }
``` ```
## Show Model Information
```shell
POST /api/show
```
Show details about a model including modelfile, template, parameters, license, and system prompt.
### Parameters
- `name`: name of the model to show
### Request
```shell
curl http://localhost:11434/api/show -d '{
"name": "llama2:7b"
}'
```
### Response
```json
{
"license": "<contents of license block>",
"modelfile": "# Modelfile generated by \"ollama show\"\n# To build a new Modelfile based on this one, replace the FROM line with:\n# FROM llama2:latest\n\nFROM /Users/username/.ollama/models/blobs/sha256:8daa9615cce30c259a9555b1cc250d461d1bc69980a274b44d7eda0be78076d8\nTEMPLATE \"\"\"[INST] {{ if and .First .System }}<<SYS>>{{ .System }}<</SYS>>\n\n{{ end }}{{ .Prompt }} [/INST] \"\"\"\nSYSTEM \"\"\"\"\"\"\nPARAMETER stop [INST]\nPARAMETER stop [/INST]\nPARAMETER stop <<SYS>>\nPARAMETER stop <</SYS>>\n",
"parameters": "stop [INST]\nstop [/INST]\nstop <<SYS>>\nstop <</SYS>>",
"template": "[INST] {{ if and .First .System }}<<SYS>>{{ .System }}<</SYS>>\n\n{{ end }}{{ .Prompt }} [/INST] "
}
```
## Copy a Model ## Copy a Model
``` ```shell
POST /api/copy POST /api/copy
``` ```
@ -168,7 +202,7 @@ Copy a model. Creates a model with another name from an existing model.
### Request ### Request
``` ```shell
curl http://localhost:11434/api/copy -d '{ curl http://localhost:11434/api/copy -d '{
"source": "llama2:7b", "source": "llama2:7b",
"destination": "llama2-backup" "destination": "llama2-backup"
@ -177,7 +211,7 @@ curl http://localhost:11434/api/copy -d '{
## Delete a Model ## Delete a Model
``` ```shell
DELETE /api/delete DELETE /api/delete
``` ```
@ -189,7 +223,7 @@ Delete a model and its data.
### Request ### Request
``` ```shell
curl -X DELETE http://localhost:11434/api/delete -d '{ curl -X DELETE http://localhost:11434/api/delete -d '{
"name": "llama2:13b" "name": "llama2:13b"
}' }'
@ -197,19 +231,20 @@ curl -X DELETE http://localhost:11434/api/delete -d '{
## Pull a Model ## Pull a Model
``` ```shell
POST /api/pull POST /api/pull
``` ```
Download a model from a the model registry. Cancelled pulls are resumed from where they left off, and multiple calls to will share the same download progress. Download a model from the ollama library. Cancelled pulls are resumed from where they left off, and multiple calls will share the same download progress.
### Parameters ### Parameters
- `name`: name of the model to pull - `name`: name of the model to pull
- `insecure`: (optional) allow insecure connections to the library. Only use this if you are pulling from your own library during development.
### Request ### Request
``` ```shell
curl -X POST http://localhost:11434/api/pull -d '{ curl -X POST http://localhost:11434/api/pull -d '{
"name": "llama2:7b" "name": "llama2:7b"
}' }'
@ -225,9 +260,63 @@ curl -X POST http://localhost:11434/api/pull -d '{
} }
``` ```
## Push a Model
```shell
POST /api/push
```
Upload a model to a model library. Requires registering for ollama.ai and adding a public key first.
### Parameters
- `name`: name of the model to push in the form of `<namespace>/<model>:<tag>`
- `insecure`: (optional) allow insecure connections to the library. Only use this if you are pushing to your library during development.
### Request
```shell
curl -X POST http://localhost:11434/api/push -d '{
"name": "mattw/pygmalion:latest"
}'
```
### Response
Streaming response that starts with:
```json
{"status":"retrieving manifest"}
```
and then:
```json
{
"status":"starting upload","digest":"sha256:bc07c81de745696fdf5afca05e065818a8149fb0c77266fb584d9b2cba3711ab",
"total":1928429856
}
```
Then there is a series of uploading responses:
```json
{
"status":"starting upload",
"digest":"sha256:bc07c81de745696fdf5afca05e065818a8149fb0c77266fb584d9b2cba3711ab",
"total":1928429856}
```
Finally, when the upload is complete:
```json
{"status":"pushing manifest"}
{"status":"success"}
```
## Generate Embeddings ## Generate Embeddings
``` ```shell
POST /api/embeddings POST /api/embeddings
``` ```
@ -244,7 +333,7 @@ Advanced parameters:
### Request ### Request
``` ```shell
curl -X POST http://localhost:11434/api/embeddings -d '{ curl -X POST http://localhost:11434/api/embeddings -d '{
"model": "llama2:7b", "model": "llama2:7b",
"prompt": "Here is an article about llamas..." "prompt": "Here is an article about llamas..."
@ -259,5 +348,4 @@ curl -X POST http://localhost:11434/api/embeddings -d '{
0.5670403838157654, 0.009260174818336964, 0.23178744316101074, -0.2916173040866852, -0.8924556970596313, 0.5670403838157654, 0.009260174818336964, 0.23178744316101074, -0.2916173040866852, -0.8924556970596313,
0.8785552978515625, -0.34576427936553955, 0.5742510557174683, -0.04222835972905159, -0.137906014919281 0.8785552978515625, -0.34576427936553955, 0.5742510557174683, -0.04222835972905159, -0.137906014919281
] ]
} }```
```