litellm/litellm/caching/Readme.md
Ishaan Jaff d9a71650e3
(refactor) - caching use separate files for each cache class (#6251)
* fix remove qdrant semantic caching to it's own folder

* refactor use 1 file for s3 caching

* fix use sep files for in mem and redis caching

* fix refactor caching

* add readme.md for caching folder
2024-10-16 13:17:21 +05:30

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# 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
- [Caching on LiteLLM Gateway](https://docs.litellm.ai/docs/proxy/caching)
- [Caching on LiteLLM Python](https://docs.litellm.ai/docs/caching/all_caches)