diff --git a/docs/my-website/docs/response_api.md b/docs/my-website/docs/response_api.md
index e64f922ac80..c0bb003c096 100644
--- a/docs/my-website/docs/response_api.md
+++ b/docs/my-website/docs/response_api.md
@@ -803,11 +803,18 @@ LiteLLM Proxy supports session management for non-OpenAI models. This allows you
1. Enable storing request / response content in the database
-Set `store_prompts_in_spend_logs: true` in your proxy config.yaml. When this is enabled, LiteLLM will store the request and response content in the database.
+Set `store_prompts_in_cold_storage: true` in your proxy config.yaml. When this is enabled, LiteLLM will store the request and response content in the s3 bucket you specify.
```yaml
+litellm_settings:
+ callbacks: ["s3_v2"]
+ s3_callback_params: # learn more https://docs.litellm.ai/docs/proxy/logging#s3-buckets
+ s3_bucket_name: litellm-logs # AWS Bucket Name for S3
+ s3_region_name: us-west-2
+
general_settings:
- store_prompts_in_spend_logs: true
+ cold_storage_custom_logger: s3_v2
+ store_prompts_in_cold_storage: true
```
2. Make request 1 with no `previous_response_id` (new session)
diff --git a/docs/my-website/img/release_notes/faster_caching_calls.png b/docs/my-website/img/release_notes/faster_caching_calls.png
new file mode 100644
index 00000000000..fb7409aec28
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diff --git a/docs/my-website/img/release_notes/responses_api_session_mgt_images.jpg b/docs/my-website/img/release_notes/responses_api_session_mgt_images.jpg
new file mode 100644
index 00000000000..852d2fdd6d0
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diff --git a/docs/my-website/release_notes/v1.75.5-stable/index.md b/docs/my-website/release_notes/v1.75.5-stable/index.md
index de3945cef6e..8eedccce9ea 100644
--- a/docs/my-website/release_notes/v1.75.5-stable/index.md
+++ b/docs/my-website/release_notes/v1.75.5-stable/index.md
@@ -1,5 +1,5 @@
---
-title: "[PRE-RELEASE]v1.75.5-stable"
+title: "v1.75.5-stable - Redis latency improvements"
slug: "v1-75-5"
date: 2025-08-10T10:00:00
authors:
@@ -43,8 +43,49 @@ pip install litellm==1.75.5.post1
---
+## Key Highlights
+
+- **Redis - Latency Improvements** - Reduces P99 latency by 50% with Redis enabled.
+- **Responses API Session Management** - Support for managing responses API sessions with images.
+- **Oracle Cloud Infrastructure** - New LLM provider for calling models on Oracle Cloud Infrastructure.
+- **Digital Ocean's Gradient AI** - New LLM provider for calling models on Digital Ocean's Gradient AI platform.
+
+
+### Risk of Upgrade
+
+If you build the proxy from the pip package, you should hold off on upgrading. This version makes `prisma migrate deploy` our default for managing the DB. This is safer, as it doesn't reset the DB, but it requires a manual `prisma generate` step.
+
+Users of our Docker image, are **not** affected by this change.
+
---
+## Redis Latency Improvements
+
+
+
+
+
+This release adds in-memory caching for Redis requests, enabling faster response times in high-traffic. Now, LiteLLM instances will check their in-memory cache for a cache hit, before checking Redis. This reduces caching-related latency from 100ms for LLM API calls to sub-1ms, on cache hits.
+
+---
+
+## Responses API Session Management w/ Images
+
+
+
+
+
+LiteLLM now supports session management for Responses API requests with images. This is great for use-cases like chatbots, that are using the Responses API to track the state of a conversation. LiteLLM session management works across **ALL** LLM API's (including Anthropic, Bedrock, OpenAI, etc). LiteLLM session management works by storing the request and response content in an s3 bucket, you can specify.
+
+---
+
+
## New Models / Updated Models
#### New Model Support