adjust python demo to use public image #3907
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Pull request overview
This PR updates Python demo documentation to use publicly available Docker images instead of requiring users to build images locally.
Changes:
- Removed instructions for building Docker images from source
- Updated Docker image references from
openvino/model_server:pytoopenvino/model_server:latest-py - Fixed a spelling error in troubleshooting documentation
Reviewed changes
Copilot reviewed 4 out of 4 changed files in this pull request and generated 1 comment.
| File | Description |
|---|---|
| docs/troubleshooting.md | Corrected spelling of "tunned" to "tuned" |
| demos/python_demos/clip_image_classification/README.md | Removed local build instructions and updated Docker image tag to use public image |
| demos/python_demos/Dockerfile.ubuntu | Added command to copy intel directory to support opt_in_out changes |
| demos/continuous_batching/rag/README.md | Removed local build instructions and updated all Docker image references to use public latest-py tag |
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| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:latest-py --pull --model_repository_path /models --source_model meta-llama/Meta-Llama-3-8B-Instruct --task text_generation --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:latest-py --pull --model_repository_path /models --source_model Alibaba-NLP/gte-large-en-v1.5 --task embeddings --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server-latest:py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 |
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Incorrect Docker image tag format. Should be openvino/model_server:latest-py instead of openvino/model_server-latest:py (hyphen and colon are swapped).
rasapala
approved these changes
Jan 14, 2026
ngrozae
reviewed
Jan 15, 2026
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| ## Build image | ||
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| ```bash |
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"git clone" and "cd model_server" commands are required by later steps
dtrawins
commented
Jan 15, 2026
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:latest-py --pull --model_repository_path /models --source_model meta-llama/Meta-Llama-3-8B-Instruct --task text_generation --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:latest-py --pull --model_repository_path /models --source_model Alibaba-NLP/gte-large-en-v1.5 --task embeddings --weight-format int8 | ||
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server-latest:py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 |
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Suggested change
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server-latest:py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 | |
| docker run --user $(id -u):$(id -g) -e HF_HOME=/hf_home/cache --rm -v $(pwd)/models:/models:rw -v /opt/home/user/.cache/huggingface/:/hf_home/cache openvino/model_server:latest-py --pull --model_repository_path /models --source_model BAAI/bge-reranker-large --task rerank --weight-format int8 |
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🛠 Summary
CVS-179161
🧪 Checklist
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