diff --git a/examples/README.md b/examples/README.md
index 0d7dad42..7b6480f2 100644
--- a/examples/README.md
+++ b/examples/README.md
@@ -24,7 +24,7 @@ Note that all examples below run in-browser and use WebGPU as a backend.
 - [next-simple-chat](next-simple-chat): a mininum and complete chat bot app with [Next.js](https://nextjs.org/).
 - [multi-round-chat](multi-round-chat): while APIs are functional, we internally optimize so that multi round chat usage can reuse KV cache
 - [text-completion](text-completion): demonstrates API `engine.completions.create()`, which is pure text completion with no conversation, as opposed to `engine.chat.completions.create()`
-- [embeddings](embeddings): demonstrates API `engine.embeddings.create()`, integration with `EmbeddingsInterface` and `MemoryVectorStore` of [Langchain.js](js.langchain.com), and RAG with Langchain.js using WebLLM for both LLM and Embedding in a single engine
+- [embeddings](embeddings): demonstrates API `engine.embeddings.create()`, integration with `EmbeddingsInterface` and `MemoryVectorStore` of [Langchain.js](https://js.langchain.com), and RAG with Langchain.js using WebLLM for both LLM and Embedding in a single engine
 - [multi-models](multi-models): demonstrates loading multiple models in a single engine concurrently
 
 #### Advanced OpenAI API Capabilities