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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,48 @@ | ||
from application.llm.base import BaseLLM | ||
|
||
class GoogleLLM(BaseLLM): | ||
|
||
def __init__(self, api_key=None, user_api_key=None, *args, **kwargs): | ||
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super().__init__(*args, **kwargs) | ||
self.api_key = api_key | ||
self.user_api_key = user_api_key | ||
|
||
def _clean_messages_google(self, messages): | ||
return [ | ||
{ | ||
"role": "model" if message["role"] == "system" else message["role"], | ||
"parts": [message["content"]], | ||
} | ||
for message in messages[1:] | ||
] | ||
|
||
def _raw_gen( | ||
self, | ||
baseself, | ||
model, | ||
messages, | ||
stream=False, | ||
**kwargs | ||
): | ||
import google.generativeai as genai | ||
genai.configure(api_key=self.api_key) | ||
model = genai.GenerativeModel(model, system_instruction=messages[0]["content"]) | ||
response = model.generate_content(self._clean_messages_google(messages)) | ||
return response.text | ||
|
||
def _raw_gen_stream( | ||
self, | ||
baseself, | ||
model, | ||
messages, | ||
stream=True, | ||
**kwargs | ||
): | ||
import google.generativeai as genai | ||
genai.configure(api_key=self.api_key) | ||
model = genai.GenerativeModel(model, system_instruction=messages[0]["content"]) | ||
response = model.generate_content(self._clean_messages_google(messages), stream=True) | ||
for line in response: | ||
if line.text is not None: | ||
yield line.text |
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