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Title: GitHub - lightspeed-core/lightspeed-stack: LLM tooling stack

Open Graph Title: GitHub - lightspeed-core/lightspeed-stack: LLM tooling stack

X Title: GitHub - lightspeed-core/lightspeed-stack: LLM tooling stack

Description: LLM tooling stack. Contribute to lightspeed-core/lightspeed-stack development by creating an account on GitHub.

Open Graph Description: LLM tooling stack. Contribute to lightspeed-core/lightspeed-stack development by creating an account on GitHub.

X Description: LLM tooling stack. Contribute to lightspeed-core/lightspeed-stack development by creating an account on GitHub.

Opengraph URL: https://github.com/lightspeed-core/lightspeed-stack

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	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#lightspeed-stack
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#about-the-project
	https://lightspeed-core.github.io/lightspeed-stack/
	https://github.com/lightspeed-core/lightspeed-stack/blob/main/LICENSE
	https://www.python.org/
	https://www.python.org/
	https://github.com/lightspeed-core/lightspeed-stack/releases/tag/0.4.0
lightspeed-to-dataverse-exporter	https://github.com/lightspeed-core/lightspeed-to-dataverse-exporter
lightspeed-stack	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#lightspeed-stack
About The Project	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#about-the-project
Architecture	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#architecture
Prerequisites	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#prerequisites
Installation	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#installation
Run LCS locally	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#run-lcs-locally
Configuration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuration
LLM Compatibility	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llm-compatibility
Set LLM provider and model	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#set-llm-provider-and-model
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Provider and model selection in REST API request	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#provider-and-model-selection-in-rest-api-request
Default provider and model	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#default-provider-and-model
Supported providers	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#supported-providers
Integration with Llama Stack	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#integration-with-llama-stack
Llama Stack as separate server	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-separate-server
MCP Server and Tool Configuration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#mcp-server-and-tool-configuration
Configuring MCP Servers	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuring-mcp-servers
Configuring MCP Server Authentication	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuring-mcp-server-authentication
1. Static Tokens from Files (Recommended for Service Credentials)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#1-static-tokens-from-files-recommended-for-service-credentials
2. Kubernetes Service Account Tokens (For K8s Deployments)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#2-kubernetes-service-account-tokens-for-k8s-deployments
3. Client-Provided Tokens (For Per-User Authentication)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#3-client-provided-tokens-for-per-user-authentication
Combining Authentication Methods	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#combining-authentication-methods
Authentication Method Comparison	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#authentication-method-comparison
Important: Automatic Server Skipping	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#important-automatic-server-skipping
Llama Stack project and configuration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-project-and-configuration
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Example configurations for inference	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#example-configurations-for-inference
Usage	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage
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Running Linux container image	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#running-linux-container-image
Building Container Images	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#building-container-images
Llama-Stack as Separate Service (Server Mode)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-separate-service-server-mode
macOS (arm64)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#macos-arm64
Llama-Stack as Library (Library Mode)	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-library-library-mode
macOS	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#macos
Verify it's running properly	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#verify-its-running-properly
Custom Container Image	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#custom-container-image
Endpoints	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#endpoints
OpenAPI specification	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#openapi-specification
Readiness Endpoint	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#readiness-endpoint
Liveness Endpoint	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#liveness-endpoint
Database structure	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#database-structure
Publish the service as Python package on PyPI	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#publish-the-service-as-python-package-on-pypi
Generate distribution archives to be uploaded into Python registry	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#generate-distribution-archives-to-be-uploaded-into-python-registry
Upload distribution archives into selected Python registry	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#upload-distribution-archives-into-selected-python-registry
Packages on PyPI and Test PyPI	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#packages-on-pypi-and-test-pypi
Contributing	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#contributing
Testing	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#testing
License	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#license
Additional tools	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#additional-tools
Utility to generate OpenAPI schema	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#utility-to-generate-openapi-schema
Path	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#path
Usage	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage-1
Makefile target to generate OpenAPI specification	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#makefile-target-to-generate-openapi-specification
Utility to generate documentation from source code	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#utility-to-generate-documentation-from-source-code
Path	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#path-1
Usage	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage-2
Data Export Integration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#data-export-integration
Quick Integration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#quick-integration
Documentation	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#documentation
Project structure	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#project-structure
Configuration classes	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuration-classes
REST API	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#rest-api
Sequence diagrams	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#sequence-diagrams
Query endpoint REST API handler	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#query-endpoint-rest-api-handler
Streaming query endpoint REST API handler	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#streaming-query-endpoint-rest-api-handler
Versioning	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#versioning
Development Tools	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#development-tools
MCP Mock Server	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#mcp-mock-server
Konflux	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#konflux
Updating Dependencies for Hermetic Builds	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-dependencies-for-hermetic-builds
When to Update Dependency Files	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#when-to-update-dependency-files
Updating Python Dependencies	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-python-dependencies
Updating RPM Dependencies	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-rpm-dependencies
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#architecture
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/architecture.png
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#prerequisites
https://platform.openai.com	https://platform.openai.com
https://azure.microsoft.com/en-us/products/ai-services/openai-service	https://azure.microsoft.com/en-us/products/ai-services/openai-service
https://cloud.google.com/vertex-ai	https://cloud.google.com/vertex-ai
https://www.ibm.com/products/watsonx	https://www.ibm.com/products/watsonx
platform.openai.com	https://platform.openai.com
API Keys	https://platform.openai.com/api-keys
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#installation
Linux installation	https://lightspeed-core.github.io/lightspeed-stack/installation_linux
macOS installation	https://lightspeed-core.github.io/lightspeed-stack/installation_macos
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#run-lcs-locally
uv	https://docs.astral.sh/uv/getting-started/installation/
lightspeed-stack.yaml	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/lightspeed-stack.yaml
http://localhost:8080/	http://localhost:8080/
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuration
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llm-compatibility
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/openai-faiss-run.yaml
2	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/openai-pgvector-run.yaml
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/tests/e2e-prow/rhoai/configs/run.yaml
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1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/tests/e2e/configs/run-rhelai.yaml
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/azure-run.yaml
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#user-content-fn-1-ca3ee77d652376a0e0e7fb89ad9142a5
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/vertexai-run.yaml
1	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/watsonx-run.yaml
https://platform.openai.com/docs/models/compare	https://platform.openai.com/docs/models/compare
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#set-llm-provider-and-model
run.yaml	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/run.yaml
llama stack documentation	https://llama-stack.readthedocs.io/en/latest/distributions/configuration.html#providers
llama stack providers	https://llama-stack.readthedocs.io/en/latest/providers/inference/index.html#providers
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#selecting-provider-and-model
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#provider-and-model-selection-in-rest-api-request
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#default-provider-and-model
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here	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/providers.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#integration-with-llama-stack
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	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#client-authenticated-mcp-servers-discovery
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#combining-authentication-methods
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#authentication-method-comparison
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#important-automatic-server-skipping
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here	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/run.yaml
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#check-connection-to-llama-stack
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-client-library
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-version-check
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#user-data-collection
Data Export Integration	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#data-export-integration
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#system-prompt
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#system-prompt-path
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#system-prompt-literal
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#custom-profile
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#control-modelprovider-overrides-via-authorization
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#safety-shields
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#authentication
authentication and authorization	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/auth.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#cors
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#default-values
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#allow-credentials
https://fastapi.tiangolo.com/tutorial/cors/	https://fastapi.tiangolo.com/tutorial/cors/
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#rag-configuration
guide to RAG setup	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/rag_guide.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#example-configurations-for-inference
Granite on vLLM example	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/vllm-granite-run.yaml
Qwen3 on vLLM example	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/vllm-qwen3-run.yaml
Gemini example	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/gemini-run.yaml
VertexAI example	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/examples/vertexai-run.yaml
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#make-targets
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#running-linux-container-image
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#building-container-images
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-separate-service-server-mode
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#macos-arm64
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#llama-stack-as-library-library-mode
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#macos
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#verify-its-running-properly
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#custom-container-image
the pyproject.toml file	https://github.com/lightspeed-core/lightspeed-stack/blob/main/pyproject.toml
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#endpoints
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#openapi-specification
Generated OpenAPI specification	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/openapi.json
OpenAPI documentation	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/openapi.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#readiness-endpoint
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#liveness-endpoint
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#database-structure
this page	https://lightspeed-core.github.io/lightspeed-stack/DB/index.html
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#publish-the-service-as-python-package-on-pypi
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#generate-distribution-archives-to-be-uploaded-into-python-registry
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#upload-distribution-archives-into-selected-python-registry
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#packages-on-pypi-and-test-pypi
https://pypi.org/project/lightspeed-stack/	https://pypi.org/project/lightspeed-stack/
https://test.pypi.org/project/lightspeed-stack/0.1.0/	https://test.pypi.org/project/lightspeed-stack/0.1.0/
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#contributing
contributors	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/CONTRIBUTING.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#testing
testing	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/testing.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#license
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#additional-tools
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#utility-to-generate-openapi-schema
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#path
scripts/generate_openapi_schema.py	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/scripts/generate_openapi_schema.py
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage-1
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#makefile-target-to-generate-openapi-specification
here	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/openapi.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#utility-to-generate-documentation-from-source-code
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#path-1
scripts/gen_doc.py	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/scripts/gen_doc.py
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#usage-2
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#data-export-integration
lightspeed-to-dataverse-exporter	https://github.com/lightspeed-core/lightspeed-to-dataverse-exporter
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#quick-integration
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#documentation
exporter repository	https://github.com/lightspeed-core/lightspeed-to-dataverse-exporter
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#project-structure
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#configuration-classes
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/config.png
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	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/docs/rest_api.png
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#sequence-diagrams
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#query-endpoint-rest-api-handler
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	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#versioning
Semantic Versioning	http://semver.org/spec/v1.0.0.html
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#development-tools
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dev-tools/mcp-mock-server/README.md	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/blob/main/dev-tools/mcp-mock-server/README.md
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#konflux
Konflux	https://konflux-ui.apps.kflux-prd-rh02.0fk9.p1.openshiftapps.com/ns/lightspeed-core-tenant/applications/lightspeed-stack
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-dependencies-for-hermetic-builds
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#when-to-update-dependency-files
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-python-dependencies
	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#updating-rpm-dependencies
rpm-lockfile-prototype	https://github.com/konflux-ci/rpm-lockfile-prototype?tab=readme-ov-file#installation
here	https://github.com/llamastack/llama-stack/blob/release-0.3.x/llama_stack/providers/remote/inference/vertexai/vertexai.py#L54
↩	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#user-content-fnref-1-ca3ee77d652376a0e0e7fb89ad9142a5
Readme	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#Apache-2.0-1-ov-file
Contributing	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack
Activity	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/activity
Custom properties	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/custom-properties
25 stars	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/stargazers
4 watching	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/watchers
70 forks	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flightspeed-core%2Flightspeed-stack&report=lightspeed-core+%28user%29
Releases 8	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/releases
Lightspeed Stack version 0.4.0 Latest Jan 20, 2026	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/releases/tag/0.4.0
+ 7 releases	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/lightspeed-core/packages?repo_name=lightspeed-stack
Please reload this page	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack
Contributors 49	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack
+ 35 contributors	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/graphs/contributors
Python 92.8%	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/search?l=python
Gherkin 4.1%	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/search?l=gherkin
Shell 2.5%	https://patch-diff.githubusercontent.com/lightspeed-core/lightspeed-stack/search?l=shell
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Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
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