Docker Run LiteLLM Proxy
docker run
-e STORE_MODEL_IN_DB=True
-p 4000:4000
ghcr.io/berriai/litellm:main-v1.65.4-stable
pip install LiteLLM Proxy
pip install litellm==1.65.4.post1
What's Changed
- Add support to Vertex AI transformation for anyOf union type with null fields by @NickGrab in #9618
- fix(logging): add json formatting for uncaught exceptions (#9615) by @krrishdholakia in #9619
- fix: wrong indentation of ttlSecondsAfterFinished in chart by @Dbzman in #9611
- Fix anthropic thinking + response_format by @krrishdholakia in #9594
- Add support to Vertex AI transformation for anyOf union type with null fields by @NickGrab in #9625
- fix(openrouter/chat/transformation.py): raise informative message for openrouter key error by @krrishdholakia in #9626
- [Reliability] - Reduce DB Deadlocks by storing spend updates in Redis and then committing to DB by @ishaan-jaff in #9608
- [Refactor] - Use single class for managing DB update spend transactions by @ishaan-jaff in #9600
- Add bedrock latency optimized inference support + Vertex AI Multimodal embedding cost tracking by @krrishdholakia in #9623
- build(pyproject.toml): add new dev dependencies - for type checking by @krrishdholakia in #9631
- install prisma migration files - connects litellm proxy to litellm's prisma migration files by @krrishdholakia in #9637
- update docs for openwebui by @tan-yong-sheng in #9636
- Add gemini audio input support + handle special tokens in sagemaker response by @krrishdholakia in #9640
- [Docs - Release notes v0] v1.65.0-stable by @ishaan-jaff in #9643
- [Feat] - MCP improvements, add support for using SSE MCP servers by @ishaan-jaff in #9642
- [FIX] - Add password to sync sentinel client by @jmarshall-medallia in #9622
- fix: Anthropic prompt caching on GCP Vertex AI by @sammcj in #9605
- Fixes Databricks llama3.3-70b endpoint and add databricks claude 3.7 sonnet endpoint by @anton164 in #9661
- fix(docs): update xAI Grok vision model reference by @colesmcintosh in #9286
- docs(gemini): fix typo by @GabrielLoiseau in #9581
- Update all_caches.md by @KPCOFGS in #9562
- [Bug fix] - Sagemaker endpoint with inference component streaming by @ishaan-jaff in #9515
- Revert "Correct Databricks llama3.3-70b endpoint and add databricks c… by @krrishdholakia in #9668
- Revert "fix: Anthropic prompt caching on GCP Vertex AI" by @krrishdholakia in #9670
- [Refactor] - Expose litellm.messages.acreate() and litellm.messages.create() to make LLM API calls in Anthropic API spec by @ishaan-jaff in #9567
- Openrouter streaming fixes + Anthropic 'file' message support by @krrishdholakia in #9667
- fix(cost_calculator.py): allows checking received + sent model name w… by @krrishdholakia in #9669
- Revert "Revert "Correct Databricks llama3.3-70b endpoint and add databricks c…" by @krrishdholakia in #9676
- Update model_prices_and_context_window.json add gemini-2.5-pro-exp-03-25 by @superpoussin22 in #9650
- fix(proxy_server.py): Fix "Circular reference detected" error when max_parallel_requests = 0 by @krrishdholakia in #9671
- UI (new_usage.tsx): Report 'total_tokens' + report success/failure calls by @krrishdholakia in #9675
- [Reliability] - Ensure new Redis + DB architecture tracks spend accurately by @ishaan-jaff in #9673
- [Bug fix] - Service accounts - only apply
service_account_settings.enforced_params
on service accounts by @ishaan-jaff in #9683 - UI - New Usage Tab fixes by @krrishdholakia in #9696
- [Reliability Fixes] - Ensure no deadlocks occur when updating
DailyUserSpendTransaction
by @ishaan-jaff in #9690 - Virtual key based policies in Aim Guardrails by @hxtomer in #9499
- fix(streaming_handler.py): fix completion start time tracking + Anthropic 'reasoning_effort' param mapping by @krrishdholakia in #9688
- Litellm user daily activity allow non admin usage by @krrishdholakia in #9695
- fix(model_management_endpoints.py): fix allowing team admins to update team models by @krrishdholakia in #9697
- Add support for max_completion_tokens to the Cohere chat transformati… by @simha104 in #9701
- fix(gemini/): add gemini/ route embedding optional param mapping support by @krrishdholakia in #9677
- Add Google AI Studio
/v1/files
upload API support by @krrishdholakia in #9645 - [Docs] High Availability Setup (Resolve DB Deadlocks) by @ishaan-jaff in #9714
- Bump image-size from 1.1.1 to 1.2.1 in /docs/my-website by @dependabot in #9708
- [Bug fix] Azure o-series tool calling by @ishaan-jaff in #9694
- [Reliability Fix] - Use Redis for PodLock Manager instead of PG (ensures no deadlocks occur) by @ishaan-jaff in #9715
- Ban hardcoded numbers - merge of #9513 by @krrishdholakia in #9709
- [Feat] Add VertexAI gemini-2.0-flash by @Dobiasd in #9723
- Fix: Use request body in curl log for Gemini streaming mode by @fengjiajie in #9736
- LiteLLM Minor Fixes & Improvements (04/02/2025) by @krrishdholakia in #9725
- fix:Gemini Flash 2.0 implementation is not returning the logprobs by @sajdakabir in #9713
- UI Improvements + Fixes - remove 'default key' on user signup + fix showing user models available for personal key creation by @krrishdholakia in #9741
- Fix prompt caching for Anthropic tool calls by @aorwall in #9706
- passthrough kwargs during acompletion, and unwrap extra_body for openrouter by @adrianlyjak in #9747
- [Feat] UI - Test Key v2 page - allow testing image endpoints + polish the page by @ishaan-jaff in #9748
- [Feat] Allow assigning SSO users to teams on MSFT SSO by @ishaan-jaff in #9745
- Fix VertexAI Credential Caching issue by @krrishdholakia in #9756
- [Reliability] v2 DB Deadlock Reduction Architecture – Add Max Size for In-Memory Queue + Backpressure Mechanism by @ishaan-jaff in #9759
- fix(router.py): support reusable credentials via passthrough router by @krrishdholakia in #9758
- Allow team members to see team models by @krrishdholakia in #9742
- fix(xai/chat/transformation.py): filter out 'name' param for xai non-… by @krrishdholakia in #9761
- Gemini image generation output support by @krrishdholakia in #9646
- [Fix] issue that metadata key exist, but value is None by @chaosddp in #9764
- fix(asr-groq): add groq whisper models to model cost map by @liuhu in #9648
- Update model_prices_and_context_window.json by @caramulrooney in #9620
- [Reliability] Emit operational metrics for new DB Transaction architecture by @ishaan-jaff in #9719
- [Security feature] Allow adding authentication on /metrics endpoints by @ishaan-jaff in #9766
- [Reliability] Prometheus emit llm provider on failure metric - make it easy to differentiate litellm error vs llm api error by @ishaan-jaff in #9760
- Fix prisma migrate deploy to use correct directory by @krrishdholakia in #9767
- Add DBRX Anthropic w/ thinking + response_format support by @krrishdholakia in #9744
- build: bump litellm-proxy-extras version by @krrishdholakia in #9771
- Update model_prices by @aoaim in #9768
- Move daily user transaction logging outside of 'disable_spend_logs' flag - different tables by @krrishdholakia in #9772
New Contributors
- @Dbzman made their first contribution in #9611
- @tan-yong-sheng made their first contribution in #9636
- @jmarshall-medallia made their first contribution in #9622
- @GabrielLoiseau made their first contribution in #9581
- @KPCOFGS made their first contribution in #9562
- @simha104 made their first contribution in #9701
- @Dobiasd made their first contribution in #9723
- @sajdakabir made their first contribution in #9713
- @aorwall made their first contribution in #9706
- @adrianlyjak made their first contribution in #9747
- @chaosddp made their first contribution in #9764
- @liuhu made their first contribution in #9648
- @caramulrooney made their first contribution in #9620
- @aoaim made their first contribution in #9768
Full Changelog: v1.65.0-stable...v1.65.4-stable
Don't want to maintain your internal proxy? get in touch 🎉
Hosted Proxy Alpha: https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat
Load Test LiteLLM Proxy Results
Name | Status | Median Response Time (ms) | Average Response Time (ms) | Requests/s | Failures/s | Request Count | Failure Count | Min Response Time (ms) | Max Response Time (ms) |
---|---|---|---|---|---|---|---|---|---|
/chat/completions | Passed ✅ | 200.0 | 252.66851246231127 | 5.984539536444308 | 0.0 | 1791 | 0 | 179.87446699999055 | 5373.149013999978 |
Aggregated | Passed ✅ | 200.0 | 252.66851246231127 | 5.984539536444308 | 0.0 | 1791 | 0 | 179.87446699999055 | 5373.149013999978 |