diff --git a/README.md b/README.md
index fd52efe..83c1168 100644
--- a/README.md
+++ b/README.md
@@ -101,6 +101,7 @@ An estimated 31% of LLM queries are potentially redundant ([source](https://arxi
| 🧠 **Gemini Semantic Cache** - Build a semantic cache with Redis and Google Gemini | [](python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb) | [](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/00_semantic_caching_gemini.ipynb) |
| 🦙 **Llama3.1 Doc2Cache** - Build a semantic cache using the Doc2Cache framework and Llama3.1 | [](python-recipes/semantic-cache/01_doc2cache_llama3_1.ipynb) | [](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/01_doc2cache_llama3_1.ipynb) |
| ⚙️ **Cache Optimization** - Use CacheThresholdOptimizer from [redis-retrieval-optimizer](https://pypi.org/project/redis-retrieval-optimizer/) to setup best cache config | [](python-recipes/semantic-cache/02_semantic_cache_optimization.ipynb) | [](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/02_semantic_cache_optimization.ipynb) |
+| 🎯 **Context-Enabled Caching** - Context-aware semantic caching with Redis for enhanced LLM performance | [](python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb) | [](https://colab.research.google.com/github/redis-developer/redis-ai-resources/blob/main/python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb) |
### Semantic Routing
Routing is a simple and effective way of preventing misuse with your AI application or for creating branching logic between data sources etc.
diff --git a/python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb b/python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb
index d2e3d6a..09bf28c 100644
--- a/python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb
+++ b/python-recipes/semantic-cache/03_context_enabled_semantic_caching.ipynb
@@ -11,7 +11,7 @@
"# Context-Enabled Semantic Caching with Redis\n",
"\n",
"\n",
- "
"
+ "
"
]
},
{