litellm/litellm/proxy
mateo-berri 994f2caf8f
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Merge remote-tracking branch 'origin/main' into litellm_chatgpt_team_subscriptions
# Conflicts:
#	litellm/main.py
#	litellm/router.py
2026-11-02 17:58:08 -08:00
..
_experimental chore: update Next.js build artifacts (2026-10-28 01:11 UTC, node v24.19.0) (#48692) 2026-10-28 01:25:36 +00:00
a2a fix(agents): show non-admin callers the proxy URL in agent cards (#49483) 2026-10-31 16:17:11 -07:00
agent_endpoints fix(agents): show non-admin callers the proxy URL in agent cards (#49483) 2026-10-31 16:17:11 -07:00
analytics_endpoints fix(proxy): scope /global/activity/cache_hits analytics to the caller's own and permitted-team logs (#46210) 2026-10-14 10:01:21 +02:00
anthropic_endpoints fix(count_tokens): count a history that carries a compaction block (#44784) 2026-10-30 00:11:55 -07:00
auth fix(proxy): charge budget windows when the cached key or team expired before the request ended (#47608) 2026-11-02 14:41:59 -08:00
batches_endpoints refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
client feat(proxy)!: honor model_info.max_input_tokens in the Codex catalog for stock models (#49701) 2026-11-02 13:27:58 -08:00
common_utils fix(proxy): charge budget windows when the cached key or team expired before the request ended (#47608) 2026-11-02 14:41:59 -08:00
config_management_endpoints
config_resolvers fix(proxy)!: ignore stored general_settings keys no settings API manages (#48967) 2026-11-02 14:58:46 -08:00
container_endpoints refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
credential_endpoints Merge remote-tracking branch 'origin/main' into litellm_chatgpt_team_subscriptions 2026-10-31 03:10:47 -07:00
custom_hooks refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
db feat(accounting): capture request usage through the durable meter (#49133) 2026-10-31 07:32:25 -07:00
decisions_endpoints fix(decisions): remove the System One question count cap (#47985) 2026-10-23 18:11:40 +00:00
deps refactor(proxy): inject gateway activity through a typed repository (#49116) 2026-10-30 16:25:11 -07:00
discovery_endpoints feat(proxy)!: general_settings.claude_code_marketplace_auth_required puts the Claude Code marketplace behind a LiteLLM key (#48980) 2026-10-29 03:48:35 -07:00
enterprise_billing
example_config_yaml refactor(types): replace Any with proven types in 21 files (#48921) 2026-10-29 18:43:24 -07:00
fine_tuning_endpoints fix(managed_files): send provider file ids when creating a fine-tuning job from managed files (#46552) 2026-10-19 14:40:15 -07:00
google_endpoints fix(google_genai): read one-object and null spellings of repeated fields in countTokens and generateContent (#48771) 2026-10-28 21:46:06 -07:00
guardrails fix(mcp)!: answer 400 for a hosted MCP tool a translated route cannot run, drop it under drop_params (#48931) 2026-11-02 13:13:03 -08:00
health_check_utils refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
health_endpoints refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
hooks fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
image_endpoints fix(proxy): log each endpoint's own call type on failed audio, moderation, image, and rerank spend rows (#49684) 2026-11-02 23:57:11 +00:00
lens refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
list_api fix(proxy): keep the submitted body out of 422 validation errors (#43231) 2026-09-25 17:05:53 -07:00
logging_endpoints refactor(types): replace Any with proven types in 157 files (#44798) 2026-10-06 15:31:54 +00:00
management fix(ui): take the dashboard's user role and identity from the server (#47025) 2026-10-17 14:39:33 -07:00
management_endpoints fix(proxy): charge budget windows when the cached key or team expired before the request ended (#47608) 2026-11-02 14:41:59 -08:00
management_helpers fix(proxy): trace model list requests with the caller's traceparent (#49141) 2026-10-31 01:22:45 -07:00
mcp_server fix(mcp): answer bare OPTIONS on MCP routes without running LiteLLM auth (#49497) 2026-11-02 16:16:29 -08:00
memory refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
middleware feat(pass-through): add eu/jev decision API pass-through with spend tracking (#46875) 2026-10-29 17:52:43 -07:00
ocr_endpoints fix(proxy)!: return provider-matching 4xx for the LIT-8062 status code follow-ups (#45537) 2026-10-13 11:42:39 -07:00
openai_evals_endpoints refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
openai_files_endpoints refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
pass_through_endpoints fix(proxy): check the model in every OpenAI websocket passthrough frame (#48979) 2026-11-02 09:48:59 -08:00
policy_engine refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
prompts refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
public_endpoints feat!: add Hostinger Router as an OpenAI-compatible provider (#44863) 2026-10-31 00:38:45 -07:00
rag_endpoints feat(vector_stores): add OpenSearch k-NN search as a vector store provider (#47759) 2026-10-29 08:15:05 -07:00
realtime_endpoints refactor(types): replace Any with proven types in 21 files (#48921) 2026-10-29 18:43:24 -07:00
rerank_endpoints fix(proxy): log each endpoint's own call type on failed audio, moderation, image, and rerank spend rows (#49684) 2026-11-02 23:57:11 +00:00
response_api_endpoints fix(proxy): count native Responses WebSocket turn tokens toward key and tag TPM limits (#49257) 2026-10-31 02:53:27 -07:00
response_polling feat(chat): resume replies after browser disconnects (#49461) 2026-10-31 14:43:24 -07:00
roi_calculator perf(types): defer pydantic schema builds via shared LiteLLMBaseModel (#44720) 2026-10-05 22:10:08 -07:00
search_endpoints refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
shutdown fix(proxy): persist tag spend and drain success callbacks within the shutdown budget (#48988) 2026-10-29 09:32:18 -07:00
spend_tracking fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
swagger feat(ui): adopt the new LiteLLM logo and monogram (#43913) 2026-09-30 14:51:06 -07:00
telemetry refactor: clean up fresh tech debt in per-user Copilot auth, Ternary FOCUS export and telemetry (#45769) 2026-10-15 04:29:27 +00:00
test_prompts
types_utils chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
ui_crud_endpoints fix(proxy): make /update/sso_settings a true PATCH and send only changed SSO fields from the UI (#49527) 2026-11-02 09:14:10 -08:00
vector_store_endpoints feat(vector_stores): add OpenSearch k-NN search as a vector store provider (#47759) 2026-10-29 08:15:05 -07:00
vector_store_files_endpoints refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
vertex_ai_endpoints refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
video_endpoints refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
workflows docs: stop advertising sk-1234 as the master key in shipped configs and examples 2026-09-19 12:59:48 -07:00
.gitignore
__init__.py refactor(logging): load enterprise alerting loggers lazily so import litellm skips proxy types (#44762) 2026-10-05 22:06:53 -07:00
_lazy_features.py fix(proxy): serve /a2a/{agent_id}/message/stream routes (#49471) 2026-10-31 16:11:51 -07:00
_lazy_openapi_snapshot.json feat(ovalix)!: scan files, tool calls and tool results (#49309) 2026-10-31 17:01:12 -07:00
_lazy_openapi_snapshot.py refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
_new_new_secret_config.yaml
_new_secret_config.yaml docs: stop advertising sk-1234 as the master key in shipped configs and examples 2026-09-19 12:59:48 -07:00
_router_host.py refactor(router): move router callers onto the entry points and invert the proxy imports (#48847) 2026-10-29 17:26:33 +00:00
_super_secret_config.yaml
_types.py fix(proxy): serve /a2a/{agent_id}/message/stream routes (#49471) 2026-10-31 16:11:51 -07:00
admin_mcp.py fix: enforce LiteAdmin MCP route permissions (#48080) 2026-10-30 02:00:04 +00:00
bug_report_config.py refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
cached_logo.jpg
caching_routes.py refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
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 feat(accounting): capture request usage through the durable meter (#49133) 2026-10-31 07:32:25 -07:00
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 feat: forward-port dd user_email span tag and model hub description from internal staging (#42749) 2026-10-10 16:48:49 -07:00
dev_config.yaml Merge pull request #42071 from BerriAI/litellm_remove_dead_telemetry_flag 2026-09-19 21:48:02 -07:00
dev_reload.py fix(proxy)!: support reload with multiple workers (#45909) 2026-11-01 00:57:32 +00:00
enterprise
health_check.py refactor(router): route the router family through RoutingContext and close the outside surface (#49118) 2026-10-30 19:18:54 -07:00
lambda.py
litellm_pre_call_utils.py Merge remote-tracking branch 'origin/main' into litellm_chatgpt_team_subscriptions 2026-10-31 03:10:47 -07:00
llamaguard_prompt.txt
logo.png feat(ui): adopt the new LiteLLM logo and monogram (#43913) 2026-09-30 14:51:06 -07:00
logo_dark.png feat(ui): adopt the new LiteLLM logo and monogram (#43913) 2026-09-30 14:51:06 -07:00
logo_monogram.png feat(ui): adopt the new LiteLLM logo and monogram (#43913) 2026-09-30 14:51:06 -07:00
logo_monogram_dark.png feat(ui): adopt the new LiteLLM logo and monogram (#43913) 2026-09-30 14:51:06 -07:00
mcp_registry.json feat(mcp): add Microsoft 365 (Graph) server to the MCP catalog (#43099) 2026-10-02 02:50:29 +00:00
mcp_tools.py chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
model_config.yaml
model_insights_tasks.json feat: add model leaderboard page (#43649) 2026-09-28 19:40:04 -07:00
moyai_endpoints.py refactor(typing): clear 1181 basedpyright Any errors across 431 files (#47789) 2026-10-24 11:31:09 -07:00
native_compaction.py feat(router): native compact-to-fit across conversation APIs (#42074) 2026-09-21 22:52:29 -07:00
openapi.json
openapi_registry.json
plugin_routes.py refactor(types): replace Any with proven types in 14 files (#48928) 2026-10-29 07:26:07 -07:00
post_call_rules.py
prisma_migration.py fix(proxy): always exit when database setup fails at boot (#44141) 2026-10-01 21:51:06 -07:00
prometheus_cleanup.py feat(prometheus): cap series per metric for every labeled metric (#44420) 2026-10-06 01:28:44 +00:00
prometheus_metrics_server.py perf(types): defer pydantic schema builds via shared LiteLLMBaseModel (#44720) 2026-10-05 22:10:08 -07:00
proxy_cli.py fix(proxy)!: support reload with multiple workers (#45909) 2026-11-01 00:57:32 +00:00
proxy_config.yaml docs: stop advertising sk-1234 as the master key in shipped configs and examples 2026-09-19 12:59:48 -07:00
proxy_server.py fix(proxy): log each endpoint's own call type on failed audio, moderation, image, and rerank spend rows (#49684) 2026-11-02 23:57:11 +00:00
read_model_list.py chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
README.md
route_llm_request.py refactor(router): extract PythonCore behind RouterCore and pass the router its config (#49119) 2026-10-31 12:54:23 -07:00
route_priority.py fix(proxy): let configured pass-through endpoints outrank built-in provider prefix routes (#44133) 2026-10-10 12:26:17 -07:00
schema.prisma feat(usage): show subscription-covered providers and account fees separately (#44772) 2026-10-30 03:58:36 -07:00
start.sh
tracing_endpoints.py refactor(lens): connect LiteLLM to the independent Lens service (#45529) 2026-10-09 16:17:05 -07:00
tracing_runtime.py fix(proxy): cooldown errors carry 429, Sentry starts at boot without request bodies, tracing failures log at ERROR, exporter counters exported (#46344) 2026-10-16 00:53:52 +00:00
utils.py fix(proxy): log each endpoint's own call type on failed audio, moderation, image, and rerank spend rows (#49684) 2026-11-02 23:57:11 +00:00
wildcard_config.yaml Merge pull request #42071 from BerriAI/litellm_remove_dead_telemetry_flag 2026-09-19 21:48:02 -07:00

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