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copy googles changes. Fix tests. Improve LLM file (#1737)

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* copy googles changes. Fix tests. Improve LLM file

* Fix type issue
This commit is contained in:
Brandon Hancock (bhancock_ai)
2024-12-10 11:14:37 -05:00
committed by GitHub
parent 7d85046eb6
commit e2f71464ed
2 changed files with 39 additions and 6 deletions
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19
src/crewai/llm.py
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@@ -43,6 +43,10 @@ LLM_CONTEXT_WINDOW_SIZES = {
"gpt-4-turbo": 128000,
"o1-preview": 128000,
"o1-mini": 128000,
# gemini
"gemini-1.5-pro": 2097152,
"gemini-1.5-flash": 1048576,
"gemini-1.5-flash-8b": 1048576,
# deepseek
"deepseek-chat": 128000,
# groq
@@ -61,6 +65,9 @@ LLM_CONTEXT_WINDOW_SIZES = {
"mixtral-8x7b-32768": 32768,
}
DEFAULT_CONTEXT_WINDOW_SIZE = 8192
CONTEXT_WINDOW_USAGE_RATIO = 0.75
@contextmanager
def suppress_warnings():
@@ -124,6 +131,7 @@ class LLM:
self.api_version = api_version
self.api_key = api_key
self.callbacks = callbacks
self.context_window_size = 0
self.kwargs = kwargs
litellm.drop_params = True
@@ -191,7 +199,16 @@ class LLM:
def get_context_window_size(self) -> int:
# Only using 75% of the context window size to avoid cutting the message in the middle
return int(LLM_CONTEXT_WINDOW_SIZES.get(self.model, 8192) * 0.75)
if self.context_window_size != 0:
return self.context_window_size
self.context_window_size = int(
DEFAULT_CONTEXT_WINDOW_SIZE * CONTEXT_WINDOW_USAGE_RATIO
)
for key, value in LLM_CONTEXT_WINDOW_SIZES.items():
if self.model.startswith(key):
self.context_window_size = int(value * CONTEXT_WINDOW_USAGE_RATIO)
return self.context_window_size
def set_callbacks(self, callbacks: List[Any]):
callback_types = [type(callback) for callback in callbacks]