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litellm/litellm/caching
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Ishaan Jaff c73ce95c01
(feat) - provider budget improvements - ensure provider budgets work with multiple proxy instances + improve latency to ~90ms (#6886) 
* use 1 file for duration_in_seconds

* add to readme.md

* re use duration_in_seconds

* fix importing _extract_from_regex, get_last_day_of_month

* fix import

* update provider budget routing

* fix - remove dup test

* add support for using in multi instance environments

* test_in_memory_redis_sync_e2e

* test_in_memory_redis_sync_e2e

* fix test_in_memory_redis_sync_e2e

* fix code quality check

* fix test provider budgets

* working provider budget tests

* add fixture for provider budget routing

* fix router testing for provider budgets

* add comments on provider budget routing

* use RedisPipelineIncrementOperation

* add redis async_increment_pipeline

* use redis async_increment_pipeline

* use lower value for testing

* use redis async_increment_pipeline

* use consistent key name for increment op

* add handling for budget windows

* fix typing async_increment_pipeline

* fix set attr

* add clear doc strings

* unit testing for provider budgets

* test_redis_increment_pipeline
2024-11-24 16:36:19 -08:00
..
__init__.py (testing) add unit tests for LLMCachingHandler Class (#6279) 2024-10-17 19:12:57 +05:30
base_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
caching.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
caching_handler.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
disk_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
dual_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
in_memory_cache.py (Testing) Add unit testing for DualCache - ensure in memory cache is used when expected (#6471) 2024-10-29 08:42:57 +05:30
qdrant_semantic_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
Readme.md (refactor) - caching use separate files for each cache class (#6251) 2024-10-16 13:17:21 +05:30
redis_cache.py (feat) - provider budget improvements - ensure provider budgets work with multiple proxy instances + improve latency to ~90ms (#6886) 2024-11-24 16:36:19 -08:00
redis_semantic_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
s3_cache.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30

Readme.md

Caching on LiteLLM

LiteLLM supports multiple caching mechanisms. This allows users to choose the most suitable caching solution for their use case.

The following caching mechanisms are supported:

  1. RedisCache
  2. RedisSemanticCache
  3. QdrantSemanticCache
  4. InMemoryCache
  5. DiskCache
  6. S3Cache
  7. DualCache (updates both Redis and an in-memory cache simultaneously)

Folder Structure

litellm/caching/
├── base_cache.py
├── caching.py
├── caching_handler.py
├── disk_cache.py
├── dual_cache.py
├── in_memory_cache.py
├── qdrant_semantic_cache.py
├── redis_cache.py
├── redis_semantic_cache.py
├── s3_cache.py

Documentation