👥 Team-based Routing + Logging
Routing
Route calls to different model groups based on the team-id
Config with model group
Create a config.yaml with 2 model groups + connected postgres db
model_list:
- model_name: gpt-3.5-turbo-eu # 👈 Model Group 1
litellm_params:
model: azure/chatgpt-v-2
api_base: os.environ/AZURE_API_BASE_EU
api_key: os.environ/AZURE_API_KEY_EU
api_version: "2023-07-01-preview"
- model_name: gpt-3.5-turbo-worldwide # 👈 Model Group 2
litellm_params:
model: azure/chatgpt-v-2
api_base: os.environ/AZURE_API_BASE
api_key: os.environ/AZURE_API_KEY
api_version: "2023-07-01-preview"
general_settings:
master_key: sk-1234
database_url: "postgresql://..." # 👈 Connect proxy to DB
Start proxy
litellm --config /path/to/config.yaml
Create Team with Model Alias
curl --location 'http://0.0.0.0:4000/team/new' \
--header 'Authorization: Bearer sk-1234' \ # 👈 Master Key
--header 'Content-Type: application/json' \
--data '{
"team_alias": "my-new-team_4",
"model_aliases": {"gpt-3.5-turbo": "gpt-3.5-turbo-eu"}
}'
# Returns team_id: my-team-id
Create Team Key
curl --location 'http://localhost:4000/key/generate' \
--header 'Authorization: Bearer sk-1234' \
--header 'Content-Type: application/json' \
--data '{
"team_id": "my-team-id", # 👈 YOUR TEAM ID
}'
Call Model with alias
curl --location 'http://0.0.0.0:4000/v1/chat/completions' \
--header 'Content-Type: application/json' \
--header 'Authorization: Bearer sk-A1L0C3Px2LJl53sF_kTF9A' \
--data '{
"model": "gpt-3.5-turbo", # 👈 MODEL
"messages": [{"role": "system", "content": "You'\''re an expert at writing poems"}, {"role": "user", "content": "Write me a poem"}, {"role": "user", "content": "What'\''s your name?"}],
"user": "usha"
}'
Logging / Caching
Turn on/off logging and caching for a specific team id.
Example:
This config would send langfuse logs to 2 different langfuse projects, based on the team id
litellm_settings:
default_team_settings:
- team_id: my-secret-project
success_callback: ["langfuse"]
langfuse_public_key: os.environ/LANGFUSE_PUB_KEY_1 # Project 1
langfuse_secret: os.environ/LANGFUSE_PRIVATE_KEY_1 # Project 1
- team_id: ishaans-secret-project
success_callback: ["langfuse"]
langfuse_public_key: os.environ/LANGFUSE_PUB_KEY_2 # Project 2
langfuse_secret: os.environ/LANGFUSE_SECRET_2 # Project 2
Now, when you generate keys for this team-id
curl -X POST 'http://0.0.0.0:4000/key/generate' \
-H 'Authorization: Bearer sk-1234' \
-H 'Content-Type: application/json' \
-d '{"team_id": "ishaans-secret-project"}'
All requests made with these keys will log data to their team-specific logging.