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a163464197
* track LiteLLM_OrganizationMembership * add add_internal_user_to_organization * add org membership to schema * read organization membership when reading user info in auth checks * add check for valid organization_id * add test for test_create_new_user_in_organization * test test_create_new_user_in_organization * add new ADMIN role * add test for org admins creating teams * add test for test_org_admin_create_user_permissions * test_org_admin_create_user_team_wrong_org_permissions * test_org_admin_create_user_team_wrong_org_permissions * fix organization_role_based_access_check * fix getting user members * fix TeamBase * fix types used for use role * fix type checks * sync prisma schema * docs - organization admins * fix use organization_endpoints for /organization management * add types for org member endpoints * fix role name for org admin * add type for member add response * add organization/member_add * add error handling for adding members to an org * add nice doc string for oranization/member_add * fix test_create_new_user_in_organization * linting fix * use simple route changes * fix types * add organization member roles * add org admin auth checks * add auth checks for orgs * test for creating teams as org admin * simplify org id usage * fix typo * test test_org_admin_create_user_team_wrong_org_permissions * fix type check issue * code quality fix * fix schema.prisma |
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|---|---|---|
| .. | ||
| _experimental | ||
| analytics_endpoints | ||
| auth | ||
| common_utils | ||
| config_management_endpoints | ||
| db | ||
| example_config_yaml | ||
| fine_tuning_endpoints | ||
| guardrails | ||
| health_endpoints | ||
| hooks | ||
| management_endpoints | ||
| management_helpers | ||
| openai_files_endpoints | ||
| pass_through_endpoints | ||
| proxy_load_test | ||
| rerank_endpoints | ||
| spend_tracking | ||
| ui_crud_endpoints | ||
| vertex_ai_endpoints | ||
| .gitignore | ||
| __init__.py | ||
| _logging.py | ||
| _new_secret_config.yaml | ||
| _super_secret_config.yaml | ||
| _types.py | ||
| cached_logo.jpg | ||
| caching_routes.py | ||
| custom_sso.py | ||
| enterprise | ||
| health_check.py | ||
| lambda.py | ||
| litellm_pre_call_utils.py | ||
| llamaguard_prompt.txt | ||
| logo.jpg | ||
| openapi.json | ||
| post_call_rules.py | ||
| prisma_migration.py | ||
| proxy_cli.py | ||
| proxy_config.yaml | ||
| proxy_server.py | ||
| README.md | ||
| route_llm_request.py | ||
| schema.prisma | ||
| start.sh | ||
| utils.py | ||
litellm-proxy
A local, fast, and lightweight OpenAI-compatible server to call 100+ LLM APIs.
usage
$ pip install litellm
$ litellm --model ollama/codellama
#INFO: Ollama running on http://0.0.0.0:8000
replace openai base
import openai # openai v1.0.0+
client = openai.OpenAI(api_key="anything",base_url="http://0.0.0.0:8000") # set proxy to base_url
# request sent to model set on litellm proxy, `litellm --model`
response = client.chat.completions.create(model="gpt-3.5-turbo", messages = [
{
"role": "user",
"content": "this is a test request, write a short poem"
}
])
print(response)
See how to call Huggingface,Bedrock,TogetherAI,Anthropic, etc.
Folder Structure
Routes
proxy_server.py- all openai-compatible routes -/v1/chat/completion,/v1/embedding+ model info routes -/v1/models,/v1/model/info,/v1/model_group_inforoutes.health_endpoints/-/health,/health/liveliness,/health/readinessmanagement_endpoints/key_management_endpoints.py- all/key/*routesmanagement_endpoints/team_endpoints.py- all/team/*routesmanagement_endpoints/internal_user_endpoints.py- all/user/*routesmanagement_endpoints/ui_sso.py- all/sso/*routes