litellm/litellm/proxy
harish-berri b8128efd1e
Update litellm/proxy/common_request_processing.py
Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
2026-05-04 17:40:30 -07:00
..
_experimental Merge pull request #26960 from BerriAI/litellm_org_mcp_permissions 2026-05-02 11:25:55 +05:30
agent_endpoints feat(guardrails): LLM-as-a-Judge guardrail (#26360) 2026-04-24 17:15:32 -07:00
analytics_endpoints fix(spend): session-TZ-independent date filtering for spend/error log queries 2026-04-10 17:04:52 -07:00
anthropic_endpoints style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
auth Merge pull request #27008 from stuxf/fix/jwt-audience-and-issuer-verification 2026-05-01 19:58:52 -07:00
batches_endpoints fix(proxy/batches): forward model to retrieve_batch for bedrock 2026-04-29 22:48:03 +02:00
client fix: scope CLI stored token to base_url to prevent cross-domain credential leakage (#26945) 2026-05-01 12:11:32 -07:00
common_utils Merge pull request #26202 from BerriAI/litellm_token_verification_query_opt 2026-05-01 10:10:07 -07:00
config_management_endpoints
container_endpoints Fix greptile review 2026-05-01 17:46:37 +05:30
credential_endpoints style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
custom_hooks style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
db harden budget reservation edge cases 2026-04-30 21:49:31 -07:00
discovery_endpoints feat: add control plane for multi-proxy worker management 2026-03-19 22:50:19 -07:00
example_config_yaml fix(adaptive_router): 3 P1 review defects 2026-04-20 15:22:18 -07:00
fine_tuning_endpoints style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
google_endpoints run pre_call_hook on Google generateContent endpoints 2026-04-30 16:43:42 -07:00
guardrails Merge pull request #27036 from BerriAI/litellm_internal_staging 2026-05-02 11:26:44 +05:30
health_check_utils Optimize database query which fetches latest model_id, model_name pairs and dedupes them in memory. 2026-04-15 00:54:37 +00:00
health_endpoints fix(health): validate model_id against scoped model_list in cache-path resolver 2026-05-01 14:11:51 -07:00
hooks fix(batches): count non-chat tokens, validate batch-file model access (VERIA-39) (#27015) 2026-05-01 17:36:12 -07:00
image_endpoints fix: tighten file input handling in image edit endpoints 2026-04-22 18:04:39 -07:00
management_endpoints Merge pull request #27032 from BerriAI/litellm_yj_may1_2 2026-05-01 19:39:42 -07:00
management_helpers Merge branch 'litellm_internal_staging' into litellm_token_verification_query_opt 2026-04-30 17:25:12 -07:00
memory Litellm memory improvements v2 (#26541) 2026-04-25 19:03:43 -07:00
middleware style: apply Black formatting to Prometheus integration modules 2026-04-17 16:43:02 -07:00
ocr_endpoints style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
openai_evals_endpoints style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
openai_files_endpoints style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
pass_through_endpoints Merge branch 'litellm_yj_may1' into codex/budget-race-enforcement 2026-05-01 14:32:18 -07:00
policy_engine Fix runtime policy attachment initialization 2026-05-01 17:11:57 -07:00
prompts style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
public_endpoints Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_/wonderful-bouman 2026-04-17 21:32:09 -07:00
rag_endpoints test(vector stores): allow primitive rag depth boundary 2026-04-30 17:28:02 -07:00
realtime_endpoints [Fix] Use type:ignore instead of Union return type for realtime endpoint 2026-03-13 11:42:26 -07:00
rerank_endpoints
response_api_endpoints fix: address Greptile review comments 2026-03-19 14:10:58 +05:30
response_polling style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
search_endpoints feat(proxy): move search tool access to object permissions 2026-04-29 12:29:20 +05:30
spend_tracking Merge pull request #26846 from BerriAI/litellm_/pensive-bartik-e24048 2026-05-01 16:36:36 -07:00
swagger
test_prompts
types_utils style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
ui_crud_endpoints Merge pull request #26442 from BerriAI/litellm_feat-restrict-org-admin-permissions 2026-04-25 08:50:26 -07:00
vector_store_endpoints chore(vector stores): address access review followups 2026-04-30 16:09:26 -07:00
vector_store_files_endpoints chore(vector stores): address access review followups 2026-04-30 16:09:26 -07:00
vertex_ai_endpoints chore(callbacks): guard dynamic integration hosts 2026-04-30 14:27:19 -07:00
video_endpoints [Staging] - Ishaan March 17th (#23903) 2026-03-18 15:09:01 -07:00
workflows feat(proxy): durable agent workflow run tracking via /v1/workflows/runs (#26793) 2026-04-29 17:12:18 -07:00
.gitignore
__init__.py
_lazy_features.py fix ruff: APIRouter type-checking import, replace print with sys.std* writes 2026-04-29 17:23:10 -07:00
_lazy_openapi_snapshot.json Merge branch 'litellm_yj_may1' into codex/budget-race-enforcement 2026-05-01 14:32:18 -07:00
_lazy_openapi_snapshot.py [Fix] Proxy: Repair Stale HTTP_METHODS Reference In Lazy OpenAPI Snapshot 2026-05-01 15:11:56 -07:00
_logging.py
_new_new_secret_config.yaml
_new_secret_config.yaml Litellm krrish staging 04 20 2026 (#26138) 2026-04-20 16:22:12 -07:00
_super_secret_config.yaml
_types.py Merge pull request #26825 from stuxf/fix/oauth2-proxy-header-forgery 2026-05-01 18:47:58 -07:00
cached_logo.jpg
caching_routes.py
common_request_processing.py Update litellm/proxy/common_request_processing.py 2026-05-04 17:40:30 -07:00
compliance_checks.py
custom_auth_auto.py
custom_prompt_management.py
custom_sso.py style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
custom_validate.py
dd_span_tagger.py style: run black formatter on entire codebase 2026-03-11 17:07:57 -03:00
enterprise
health_check.py refactor: scope /health response to caller's models and tidy display fields (#26935) 2026-05-01 12:01:27 -07:00
lambda.py
litellm_pre_call_utils.py address budget reservation review edges 2026-04-30 21:21:26 -07:00
llamaguard_prompt.txt
logo.jpg
mcp_registry.json feat(ui): group MCP tools by CRUD risk category in allowlist panels (#23403) 2026-03-11 21:15:25 -07:00
mcp_tools.py
model_config.yaml
openapi.json
openapi_registry.json feat(ui): OpenAPI MCP server support with popular API quick-picker (#23200) 2026-03-10 13:59:52 -07:00
post_call_rules.py
prisma_migration.py
prometheus_cleanup.py Add Prometheus child_exit cleanup for gunicorn workers 2026-02-27 16:11:15 -08:00
proxy_cli.py feat(proxy): add --timeout_worker_healthcheck flag for uvicorn worker triage 2026-04-27 11:06:56 -07:00
proxy_config.yaml
proxy_server.py Merge PR #25776: cancel upstream LLM request on client disconnect 2026-05-05 00:23:45 +00:00
README.md build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
route_llm_request.py fix(proxy): hardcode mock-testing strip list to avoid cyclic import 2026-05-01 08:06:10 +00:00
schema.prisma Merge pull request #26691 from BerriAI/litellm_team_search_credentials_metadata 2026-04-30 08:35:17 +05:30
start.sh
utils.py Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_clean_litellm_oss_staging_04_01_2026 2026-05-01 15:54:10 -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