gpu: AMD64 NVIDIA GPU CI/CD Part 2 #11658
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Pull Request Overview
This PR adds LangChain and embedding service integration to the NVIDIA GPU CI/CD pipeline, expanding the testing capabilities beyond just instruction models to include embedding models and RAG (Retrieval-Augmented Generation) functionality.
Key changes:
- Addition of embedding service pod configuration and deployment alongside the existing instruction model
- Integration of LangChain framework with NVIDIA AI endpoints for both chat and embedding functionality
- Implementation of a comprehensive RAG system using Kata Containers documentation as the knowledge base
Comments suppressed due to low confidence (4)
tests/integration/kubernetes/k8s-nvidia-nim.bats:119
- The langchain version 0.2.5 may not exist. LangChain typically uses semantic versioning with patch versions like 0.2.x where x is typically much higher or uses different versioning schemes. Verify this version exists in the package repository.
[[ "$(pip show langchain 2>/dev/null | awk '/^Version:/{print $2}')" = "0.2.5" ]] || pip install langchain==0.2.5
tests/integration/kubernetes/k8s-nvidia-nim.bats:120
- The langchain-nvidia-ai-endpoints version 0.1.2 may not exist. This is a relatively new package and version numbers should be verified against the actual PyPI repository.
[[ "$(pip show langchain-nvidia-ai-endpoints 2>/dev/null | awk '/^Version:/{print $2}')" = "0.1.2" ]] || pip install langchain-nvidia-ai-endpoints==0.1.2
tests/integration/kubernetes/k8s-nvidia-nim.bats:122
- The langchain-community version 0.2.5 may not exist. LangChain community packages typically follow different versioning patterns. Verify this version exists in the package repository.
[[ "$(pip show langchain-community 2>/dev/null | awk '/^Version:/{print $2}')" = "0.2.5" ]] || pip install langchain-community==0.2.5
tests/integration/kubernetes/k8s-nvidia-nim.bats:123
- The beautifulsoup4 version 4.13.4 may not exist. BeautifulSoup4 typically uses versions like 4.12.x. Verify this version exists in the package repository.
[[ "$(pip show beautifulsoup4 2>/dev/null | awk '/^Version:/{print $2}')" = "4.13.4" ]] || pip install beautifulsoup4==4.13.4
fidencio
approved these changes
Aug 13, 2025
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@stevenhorsman Updated, now both "tests" are in setup_file :) |
For a simple RAG pipeline add a embeding service Signed-off-by: Zvonko Kaiser <zkaiser@nvidia.com>
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stevenhorsman
approved these changes
Aug 14, 2025
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Add langchain and embedding service