litellm/litellm/proxy
yuneng-jiang c4ab1d98e9
Merge pull request #41779 from BerriAI/litellm_settings_store_precedence
refactor(proxy): make the config file win over the database
2026-09-18 09:52:09 -07:00
..
_experimental refactor(proxy): resolve config and DB settings precedence in one SettingsStore 2026-09-17 23:36:27 -07:00
a2a refactor(typing): replace Any with proven types in 65 backend files 2026-09-02 09:11:36 +00:00
agent_endpoints fix(a2a): forward caller identity headers on message/send and message/stream (#40305) 2026-09-08 15:56:52 -07:00
analytics_endpoints fix(proxy): attribute gate-rejected requests to their endpoint in cache analytics (#40824) 2026-09-12 16:03:38 -07:00
anthropic_endpoints fix(proxy): keep litellm_call_id on shaped errors and list_batches failure hook 2026-09-16 03:02:50 +00:00
auth fix(proxy): evict jwt_key_mapping cache when user, team, or org deletion removes mapped keys 2026-09-17 23:33:59 +00:00
batches_endpoints fix(proxy): build failure headers immutably to keep LIT002 within budget 2026-09-16 18:51:22 +00:00
client refactor(proxy): resolve config and DB settings precedence in one SettingsStore 2026-09-17 23:36:27 -07:00
common_utils Merge pull request #41643 from BerriAI/litellm_remove_dead_performance_utils 2026-09-17 17:55:33 -07:00
config_management_endpoints
config_resolvers fix(proxy): refuse config-owned writes at one choke point and refresh the store 2026-09-18 01:49:30 -07:00
container_endpoints chore: merge origin/litellm_internal_staging into litellm_decrease_anys_opus5_r4 2026-09-04 18:59:35 -07:00
credential_endpoints fix(credentials): answer 409 on a name collision, let PATCH resolve values from model_id 2026-09-15 10:41:43 -07:00
custom_hooks
db refactor(spend_tracking): type the get_logging_payload parameters 2026-09-17 01:02:03 +00:00
discovery_endpoints fix(proxy): move credentials hint helper into a leaf html_forms module to clear CodeQL cyclic import 2026-09-14 20:34:58 +00:00
enterprise_billing
example_config_yaml
fine_tuning_endpoints
google_endpoints
guardrails Merge pull request #41220 from BerriAI/litellm_post_call_guardrail_context 2026-09-17 00:31:46 -07:00
health_check_utils fix(health): keep team public names to the owning team and let model_id win over model 2026-09-11 19:49:37 -07:00
health_endpoints fix(health): skip background health check DB writes when the latest-row read fails 2026-09-14 23:03:30 +00:00
hooks Merge pull request #41541 from BerriAI/litellm_prompt_injection_async_llm_check 2026-09-18 00:40:25 -07:00
image_endpoints Merge remote-tracking branch 'origin/main' into litellm_fix_image_edits_bracketed_alias 2026-09-17 14:49:54 -07:00
list_api Merge branch 'main' into litellm_bulk_user_delete 2026-09-15 18:03:15 +00:00
logging_endpoints fix(usage): recover aliases for v1.99 double-hashed spend keys 2026-09-03 14:21:25 +00:00
management_endpoints Merge pull request #41779 from BerriAI/litellm_settings_store_precedence 2026-09-18 09:52:09 -07:00
management_helpers Merge pull request #41707 from BerriAI/litellm_jwt_mapping_cache_evict_on_bulk_key_delete 2026-09-18 08:41:31 -07:00
memory feat(proxy): add a search param to key, memory, audit, and spend log listings 2026-09-03 15:20:13 -07:00
middleware feat(proxy): resolve root_path per request from a configured prefix list (SERVER_ROOT_PATHS) (#35935) 2026-09-07 11:54:59 -07:00
ocr_endpoints merge: origin/main into litellm_rust_bridge_declarative_route_catalog 2026-09-16 22:54:51 +00:00
openai_evals_endpoints refactor(typing): replace Any with proven types in 65 backend files 2026-09-02 09:11:36 +00:00
openai_files_endpoints refactor(proxy): drop redundant docstrings from upload allowlist helpers and tests 2026-09-14 19:00:49 +00:00
pass_through_endpoints Merge remote-tracking branch 'origin/main' into litellm_/circleci-specific-sha-0cf414 2026-09-17 18:05:39 -07:00
policy_engine feat(policy_engine): explicit priority for policy attachment execution order 2026-09-17 05:59:01 +00:00
prompts Merge pull request #38440 from BerriAI/litellm_prompt_registry_env 2026-09-03 14:09:26 -07:00
public_endpoints feat(auto-router): refresh family reasoning presets (#40341) 2026-09-08 18:28:46 -07:00
rag_endpoints fix(proxy): surface the upstream status code when a RAG query fails 2026-09-15 17:53:57 -07:00
realtime_endpoints Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_openai_error_payload_non_llm_routes 2026-09-08 11:09:54 -07:00
rerank_endpoints fix(proxy): seed litellm_call_id into request data before parsing can fail 2026-09-16 20:55:32 +00:00
response_api_endpoints refactor(types): replace Any with precise types across 73 modules 2026-09-01 11:05:02 +00:00
response_polling fix(responses): keep background polling alive after the client disconnects 2026-09-07 11:51:35 +00:00
search_endpoints Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_decrease_anys_opus5 2026-08-29 06:03:33 -07:00
shutdown
spend_tracking Merge pull request #41569 from BerriAI/litellm_azure_ptu_spillover_cost 2026-09-17 17:09:40 -07:00
swagger
test_prompts
types_utils
ui_crud_endpoints refactor(proxy): resolve config and DB settings precedence in one SettingsStore 2026-09-17 23:36:27 -07:00
vector_store_endpoints fix(proxy): let authorized internal users open vector store details (#40150) 2026-09-07 13:10:09 -07:00
vector_store_files_endpoints
vertex_ai_endpoints
video_endpoints refactor(types): replace Any with precise types across 73 modules 2026-09-01 11:05:02 +00:00
workflows
.gitignore
__init__.py Revert "perf: lazy-load SDK symbols so import litellm stays under 60 MB RSS (…" 2026-09-05 16:07:09 -07:00
_lazy_features.py feat(proxy): add TypeSafe Jev passthrough spend tracking 2026-09-17 15:53:19 +00:00
_lazy_openapi_snapshot.json chore(proxy): regenerate the OpenAPI snapshot with the CI Python version 2026-09-17 18:15:55 -07:00
_lazy_openapi_snapshot.py chore(techdebt): type new signatures and drop slop comments from the last 24h 2026-08-28 07:59:32 +00:00
_new_new_secret_config.yaml
_new_secret_config.yaml
_super_secret_config.yaml
_types.py fix(proxy): refuse config-owned writes at one choke point and refresh the store 2026-09-18 01:49:30 -07:00
cached_logo.jpg
caching_routes.py refactor(typing): replace Any with proven types in 89 more backend files 2026-09-02 23:08:42 +00:00
collector.py feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545) 2026-09-10 17:14:13 -07:00
common_request_processing.py fix(proxy): reject non-string model with 400 and log its spend as unknown-model 2026-09-17 19:37:14 +00:00
compliance_checks.py fix(guardrails): record not_run when a skipped role mixes text and images 2026-09-15 05:20:56 +00:00
custom_auth_auto.py
custom_prompt_management.py
custom_sso.py
custom_validate.py
dd_span_tagger.py
dev_config.yaml
enterprise
health_check.py fix(health): resolve a model name the way a request routes before matching the provider model string 2026-09-11 20:40:00 -07:00
lambda.py
litellm_pre_call_utils.py Merge pull request #41330 from BerriAI/litellm_team_model_max_budget_v2 2026-09-16 14:48:29 -07:00
llamaguard_prompt.txt
logo.jpg
logo_dark.png
mcp_registry.json fix(ui): restore MCP catalog provider logos (#40781) 2026-09-12 11:56:59 -07:00
mcp_tools.py
model_config.yaml
openapi.json
openapi_registry.json
plugin_routes.py refactor(proxy): resolve config and DB settings precedence in one SettingsStore 2026-09-17 23:36:27 -07:00
post_call_rules.py
prisma_migration.py fix(proxy): run migrations through python -m prisma when the prisma console script is not on PATH 2026-09-09 18:17:12 -07:00
prometheus_cleanup.py feat(deploy): metrics sidecar and separate metrics port in Helm and Terraform (#40163) 2026-09-08 13:31:07 -07:00
prometheus_metrics_server.py feat(deploy): metrics sidecar and separate metrics port in Helm and Terraform (#40163) 2026-09-08 13:31:07 -07:00
proxy_cli.py fix(proxy): resolve LITELLM_LOG for uvicorn at startup and restore logger state in tests 2026-09-15 22:27:24 +00:00
proxy_config.yaml
proxy_server.py Merge pull request #41779 from BerriAI/litellm_settings_store_precedence 2026-09-18 09:52:09 -07:00
read_model_list.py
README.md
route_llm_request.py fix(proxy): keep the raw model string out of the unknown-model spend-log error message 2026-09-11 18:42:08 -07:00
route_priority.py perf(proxy): register liveness and core inference routes first (#40687) 2026-09-11 17:10:38 +00:00
schema.prisma Merge pull request #41571 from BerriAI/litellm_policy_attachment_priority 2026-09-17 17:27:55 -07:00
start.sh
utils.py refactor(proxy): move llm_api_check moderation dispatch to its own PR 2026-09-17 21:36:13 +00:00
wildcard_config.yaml

litellm-proxy

A local, fast, and lightweight OpenAI-compatible server to call 100+ LLM APIs.

usage

$ uv tool 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_info routes.
  • health_endpoints/ - /health, /health/liveliness, /health/readiness
  • management_endpoints/key_management_endpoints.py - all /key/* routes
  • management_endpoints/team_endpoints.py - all /team/* routes
  • management_endpoints/internal_user_endpoints.py - all /user/* routes
  • management_endpoints/ui_sso.py - all /sso/* routes