diff --git a/hindsight-docs/docs/developer/models.mdx b/hindsight-docs/docs/developer/models.mdx
index 6fb8bafb9..8169f45d1 100644
--- a/hindsight-docs/docs/developer/models.mdx
+++ b/hindsight-docs/docs/developer/models.mdx
@@ -377,6 +377,7 @@ Converts text into dense vector representations for semantic similarity search.
 | `google` | Google embeddings (Gemini API or Vertex AI) | Production, multilingual, high quality |
 | `tei` | HuggingFace Text Embeddings Inference | Production, self-hosted |
 | `litellm` | LiteLLM proxy (unified gateway) | Multi-provider setups |
+| `litellm-sdk` | LiteLLM SDK (direct API, no proxy) | Multi-provider, simpler setup |
 
 ### Local Models
 
@@ -447,6 +448,11 @@ export HINDSIGHT_API_EMBEDDINGS_TEI_URL=http://localhost:8080
 export HINDSIGHT_API_EMBEDDINGS_PROVIDER=litellm
 export HINDSIGHT_API_LITELLM_API_BASE=http://localhost:4000
 export HINDSIGHT_API_EMBEDDINGS_LITELLM_MODEL=text-embedding-3-small
+
+# LiteLLM SDK (direct, no proxy)
+export HINDSIGHT_API_EMBEDDINGS_PROVIDER=litellm-sdk
+export HINDSIGHT_API_EMBEDDINGS_LITELLM_SDK_API_KEY=sk-xxxxxxxxxxxx
+export HINDSIGHT_API_EMBEDDINGS_LITELLM_SDK_MODEL=openai/text-embedding-3-small
 ```
 
 See [Configuration](./configuration#embeddings) for all options including Azure OpenAI and custom endpoints.
@@ -566,3 +572,4 @@ export HINDSIGHT_API_RERANKER_PROVIDER=rrf
 ```
 
 See [Configuration](./configuration#reranker) for all options including Azure-hosted endpoints and batch settings.
+
diff --git a/skills/hindsight-docs/references/developer/models.md b/skills/hindsight-docs/references/developer/models.md
index f76988bd0..6efe13553 100644
--- a/skills/hindsight-docs/references/developer/models.md
+++ b/skills/hindsight-docs/references/developer/models.md
@@ -399,6 +399,7 @@ Converts text into dense vector representations for semantic similarity search.
 | `google` | Google embeddings (Gemini API or Vertex AI) | Production, multilingual, high quality |
 | `tei` | HuggingFace Text Embeddings Inference | Production, self-hosted |
 | `litellm` | LiteLLM proxy (unified gateway) | Multi-provider setups |
+| `litellm-sdk` | LiteLLM SDK (direct API, no proxy) | Multi-provider, simpler setup |
 
 ### Local Models
 
@@ -468,6 +469,11 @@ export HINDSIGHT_API_EMBEDDINGS_TEI_URL=http://localhost:8080
 export HINDSIGHT_API_EMBEDDINGS_PROVIDER=litellm
 export HINDSIGHT_API_LITELLM_API_BASE=http://localhost:4000
 export HINDSIGHT_API_EMBEDDINGS_LITELLM_MODEL=text-embedding-3-small
+
+# LiteLLM SDK (direct, no proxy)
+export HINDSIGHT_API_EMBEDDINGS_PROVIDER=litellm-sdk
+export HINDSIGHT_API_EMBEDDINGS_LITELLM_SDK_API_KEY=sk-xxxxxxxxxxxx
+export HINDSIGHT_API_EMBEDDINGS_LITELLM_SDK_MODEL=openai/text-embedding-3-small
 ```
 
 See [Configuration](./configuration#embeddings) for all options including Azure OpenAI and custom endpoints.
@@ -587,3 +593,4 @@ export HINDSIGHT_API_RERANKER_PROVIDER=rrf
 ```
 
 See [Configuration](./configuration#reranker) for all options including Azure-hosted endpoints and batch settings.
+