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commit c3a9b61112cdb4e612e814aed31247864eaac322
Author: Karol <[email protected]>
AuthorDate: Sat May 30 20:08:33 2026 +0200

    CAMEL-23500: Add install commands and provider links per review feedback
    
    Per review on PR #23614:
    - Ollama: link to ollama.com and the "ollama run llama3.2" command
    - LM Studio: link to lmstudio.ai
    - vLLM: link to docs.vllm.ai, "pip install vllm" + "vllm serve" command, 
plus a
      note on the vllm-mlx variant for Apple Silicon with an example command
---
 .../src/main/docs/openai-component.adoc            | 26 ++++++++++++++++++++--
 1 file changed, 24 insertions(+), 2 deletions(-)

diff --git 
a/components/camel-ai/camel-openai/src/main/docs/openai-component.adoc 
b/components/camel-ai/camel-openai/src/main/docs/openai-component.adoc
index 64c9bc046e93..c5b2e8509375 100644
--- a/components/camel-ai/camel-openai/src/main/docs/openai-component.adoc
+++ b/components/camel-ai/camel-openai/src/main/docs/openai-component.adoc
@@ -511,7 +511,13 @@ set `apiKey` if it requires one, and use the same 
operations and options as with
 
 === Ollama (local)
 
-Ollama runs models locally and does not require an API key.
+https://ollama.com[Ollama] runs models locally and does not require an API 
key. Install Ollama and
+pull the model used in the example below:
+
+[source,bash]
+----
+ollama run llama3.2
+----
 
 [tabs]
 ====
@@ -542,7 +548,8 @@ Provider* table below).
 
 === LM Studio (local)
 
-LM Studio serves the model currently loaded in the app. Set `model` to the 
identifier shown in its UI.
+https://lmstudio.ai[LM Studio] serves the model currently loaded in the app. 
Set `model` to the
+identifier shown in its UI.
 
 [source,java]
 ----
@@ -552,6 +559,14 @@ from("direct:chat")
 
 === vLLM (self-hosted)
 
+https://docs.vllm.ai[vLLM] is a high-throughput LLM serving engine. Install it 
with `pip install vllm`
+and start the model used in the example below:
+
+[source,bash]
+----
+vllm serve meta-llama/Llama-3.1-8B-Instruct --port 8000
+----
+
 [source,java]
 ----
 from("direct:chat")
@@ -561,6 +576,13 @@ from("direct:chat")
 
 If vLLM was started with `--api-key`, pass the same value via the `apiKey` 
option.
 
+On Apple Silicon, the `vllm-mlx` variant uses Apple's MLX framework and runs 
the same way:
+
+[source,bash]
+----
+vllm-mlx serve mlx-community/Qwen2.5-7B-Instruct-4bit --port 8000
+----
+
 === OpenRouter
 
 https://openrouter.ai[OpenRouter] is an OpenAI-compatible gateway that routes 
requests across many

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