Support Xinference (#320)

### What problem does this PR solve?

Issue link:#299

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
KevinHuSh
2024-04-11 18:22:25 +08:00
committed by GitHub
parent cb2cbf500c
commit 91068edf16
14 changed files with 81 additions and 7 deletions

View File

@ -161,6 +161,22 @@ class OllamaCV(Base):
except Exception as e:
return "**ERROR**: " + str(e), 0
class XinferenceCV(Base):
def __init__(self, key, model_name="", lang="Chinese", base_url=""):
self.client = OpenAI(api_key=key, base_url=base_url)
self.model_name = model_name
self.lang = lang
def describe(self, image, max_tokens=300):
b64 = self.image2base64(image)
res = self.client.chat.completions.create(
model=self.model_name,
messages=self.prompt(b64),
max_tokens=max_tokens,
)
return res.choices[0].message.content.strip(), res.usage.total_tokens
class LocalCV(Base):
def __init__(self, key, model_name="glm-4v", lang="Chinese", **kwargs):