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Merged
merged 4 commits into from
Jul 18, 2024
Merged

Support api/embed #208

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e48ce13
api/embed
royjhan Jul 11, 2024
f68ecc5
api/embed
royjhan Jul 11, 2024
2a4e5ec
api/embed
royjhan Jul 11, 2024
35174ea
rm legacy
royjhan Jul 17, 2024
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2 changes: 2 additions & 0 deletions ollama/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
'ResponseError',
'generate',
'chat',
'embed',
'embeddings',
'pull',
'push',
Expand All @@ -36,6 +37,7 @@

generate = _client.generate
chat = _client.chat
embed = _client.embed
embeddings = _client.embeddings
pull = _client.pull
push = _client.push
Expand Down
48 changes: 48 additions & 0 deletions ollama/_client.py
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Original file line number Diff line number Diff line change
Expand Up @@ -245,6 +245,29 @@ def chat(
stream=stream,
)

def embed(
self,
model: str = '',
input: Union[str, Sequence[AnyStr]] = '',
truncate: bool = True,
options: Optional[Options] = None,
keep_alive: Optional[Union[float, str]] = None,
) -> Mapping[str, Any]:
if not model:
raise RequestError('must provide a model')

return self._request(
'POST',
'/api/embed',
json={
'model': model,
'input': input,
'truncate': truncate,
'options': options or {},
'keep_alive': keep_alive,
},
).json()

def embeddings(
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this can be marked deprecated with https://docs.python.org/3/library/exceptions.html#DeprecationWarning

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will make note of this in docs pr

self,
model: str = '',
Expand Down Expand Up @@ -638,6 +661,31 @@ async def chat(
stream=stream,
)

async def embed(
self,
model: str = '',
input: Union[str, Sequence[AnyStr]] = '',
truncate: bool = True,
options: Optional[Options] = None,
keep_alive: Optional[Union[float, str]] = None,
) -> Mapping[str, Any]:
if not model:
raise RequestError('must provide a model')

response = await self._request(
'POST',
'/api/embed',
json={
'model': model,
'input': input,
'truncate': truncate,
'options': options or {},
'keep_alive': keep_alive,
},
)

return response.json()

async def embeddings(
self,
model: str = '',
Expand Down