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+### Developement Environment
+
+Thus far we have limited dedicated hardware (No GPU) that lives in a secure subnet with controlled access to the internet. The environment is setup with :
+- Python, Elasticsearch, mysql, postgresql, docker/podman ...
+
 ### Ragflow
 
-The selection of ragflow has proven to have institutional roadblocks notably access to huggingface.co the alternative is a chinese mirror (big no-no). This is why we are considering alternatives like LLAMA-2
+The selection of ragflow has proven to have institutional roadblocks notably access to huggingface.co the alternative is a chinese mirror (big no-no). This is why we are considering alternatives like LLAMA-2 to stand in place of huggingface.
 
 ### LLAMA-2
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