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LCORE-331: Azure inference supported #654
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tisnik
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asimurka:azure-inference-provider
Oct 10, 2025
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,128 @@ | ||
| version: '2' | ||
| image_name: minimal-viable-llama-stack-configuration | ||
|
|
||
| apis: | ||
| - agents | ||
| - datasetio | ||
| - eval | ||
| - files | ||
| - inference | ||
| - post_training | ||
| - safety | ||
| - scoring | ||
| - telemetry | ||
| - tool_runtime | ||
| - vector_io | ||
| benchmarks: [] | ||
| container_image: null | ||
| datasets: [] | ||
| external_providers_dir: null | ||
| inference_store: | ||
| db_path: .llama/distributions/ollama/inference_store.db | ||
| type: sqlite | ||
| logging: null | ||
| metadata_store: | ||
| db_path: .llama/distributions/ollama/registry.db | ||
| namespace: null | ||
| type: sqlite | ||
| providers: | ||
| files: | ||
| - provider_id: localfs | ||
| provider_type: inline::localfs | ||
| config: | ||
| storage_dir: /tmp/llama-stack-files | ||
| metadata_store: | ||
| type: sqlite | ||
| db_path: .llama/distributions/ollama/files_metadata.db | ||
| agents: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| persistence_store: | ||
| db_path: .llama/distributions/ollama/agents_store.db | ||
| namespace: null | ||
| type: sqlite | ||
| responses_store: | ||
| db_path: .llama/distributions/ollama/responses_store.db | ||
| type: sqlite | ||
| datasetio: | ||
| - provider_id: huggingface | ||
| provider_type: remote::huggingface | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/huggingface_datasetio.db | ||
| namespace: null | ||
| type: sqlite | ||
| - provider_id: localfs | ||
| provider_type: inline::localfs | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/localfs_datasetio.db | ||
| namespace: null | ||
| type: sqlite | ||
| eval: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/meta_reference_eval.db | ||
| namespace: null | ||
| type: sqlite | ||
| inference: | ||
| - provider_id: azure | ||
| provider_type: remote::azure | ||
| config: | ||
| api_key: ${env.AZURE_API_KEY} | ||
| api_base: https://ols-test.openai.azure.com/ | ||
| api_version: 2024-02-15-preview | ||
| api_type: ${env.AZURE_API_TYPE:=} | ||
| post_training: | ||
| - provider_id: huggingface | ||
| provider_type: inline::huggingface-gpu | ||
| config: | ||
| checkpoint_format: huggingface | ||
| device: cpu | ||
| distributed_backend: null | ||
| dpo_output_dir: "." | ||
| safety: | ||
| - provider_id: llama-guard | ||
| provider_type: inline::llama-guard | ||
| config: | ||
| excluded_categories: [] | ||
| scoring: | ||
| - provider_id: basic | ||
| provider_type: inline::basic | ||
| config: {} | ||
| - provider_id: llm-as-judge | ||
| provider_type: inline::llm-as-judge | ||
| config: {} | ||
| - provider_id: braintrust | ||
| provider_type: inline::braintrust | ||
| config: | ||
| openai_api_key: '********' | ||
| telemetry: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| service_name: 'lightspeed-stack-telemetry' | ||
| sinks: sqlite | ||
| sqlite_db_path: .llama/distributions/ollama/trace_store.db | ||
| tool_runtime: | ||
| - provider_id: model-context-protocol | ||
| provider_type: remote::model-context-protocol | ||
| config: {} | ||
| scoring_fns: [] | ||
| server: | ||
| auth: null | ||
| host: null | ||
| port: 8321 | ||
| quota: null | ||
| tls_cafile: null | ||
| tls_certfile: null | ||
| tls_keyfile: null | ||
| shields: [] | ||
| models: | ||
| - model_id: gpt-4o-mini | ||
| model_type: llm | ||
| provider_id: azure | ||
| provider_model_id: gpt-4o-mini |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,128 @@ | ||
| version: '2' | ||
| image_name: minimal-viable-llama-stack-configuration | ||
|
|
||
| apis: | ||
| - agents | ||
| - datasetio | ||
| - eval | ||
| - files | ||
| - inference | ||
| - post_training | ||
| - safety | ||
| - scoring | ||
| - telemetry | ||
| - tool_runtime | ||
| - vector_io | ||
| benchmarks: [] | ||
| container_image: null | ||
| datasets: [] | ||
| external_providers_dir: null | ||
| inference_store: | ||
| db_path: .llama/distributions/ollama/inference_store.db | ||
| type: sqlite | ||
| logging: null | ||
| metadata_store: | ||
| db_path: .llama/distributions/ollama/registry.db | ||
| namespace: null | ||
| type: sqlite | ||
| providers: | ||
| files: | ||
| - provider_id: localfs | ||
| provider_type: inline::localfs | ||
| config: | ||
| storage_dir: /tmp/llama-stack-files | ||
| metadata_store: | ||
| type: sqlite | ||
| db_path: .llama/distributions/ollama/files_metadata.db | ||
| agents: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| persistence_store: | ||
| db_path: .llama/distributions/ollama/agents_store.db | ||
| namespace: null | ||
| type: sqlite | ||
| responses_store: | ||
| db_path: .llama/distributions/ollama/responses_store.db | ||
| type: sqlite | ||
| datasetio: | ||
| - provider_id: huggingface | ||
| provider_type: remote::huggingface | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/huggingface_datasetio.db | ||
| namespace: null | ||
| type: sqlite | ||
| - provider_id: localfs | ||
| provider_type: inline::localfs | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/localfs_datasetio.db | ||
| namespace: null | ||
| type: sqlite | ||
| eval: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| kvstore: | ||
| db_path: .llama/distributions/ollama/meta_reference_eval.db | ||
| namespace: null | ||
| type: sqlite | ||
| inference: | ||
| - provider_id: azure | ||
| provider_type: remote::azure | ||
| config: | ||
| api_key: ${env.AZURE_API_KEY} | ||
| api_base: https://ols-test.openai.azure.com/ | ||
| api_version: 2024-02-15-preview | ||
| api_type: ${env.AZURE_API_TYPE:=} | ||
| post_training: | ||
| - provider_id: huggingface | ||
| provider_type: inline::huggingface-gpu | ||
| config: | ||
| checkpoint_format: huggingface | ||
| device: cpu | ||
| distributed_backend: null | ||
| dpo_output_dir: "." | ||
| safety: | ||
| - provider_id: llama-guard | ||
| provider_type: inline::llama-guard | ||
| config: | ||
| excluded_categories: [] | ||
| scoring: | ||
| - provider_id: basic | ||
| provider_type: inline::basic | ||
| config: {} | ||
| - provider_id: llm-as-judge | ||
| provider_type: inline::llm-as-judge | ||
| config: {} | ||
| - provider_id: braintrust | ||
| provider_type: inline::braintrust | ||
| config: | ||
| openai_api_key: '********' | ||
| telemetry: | ||
| - provider_id: meta-reference | ||
| provider_type: inline::meta-reference | ||
| config: | ||
| service_name: 'lightspeed-stack-telemetry' | ||
| sinks: sqlite | ||
| sqlite_db_path: .llama/distributions/ollama/trace_store.db | ||
| tool_runtime: | ||
| - provider_id: model-context-protocol | ||
| provider_type: remote::model-context-protocol | ||
| config: {} | ||
| scoring_fns: [] | ||
| server: | ||
| auth: null | ||
| host: null | ||
| port: 8321 | ||
| quota: null | ||
| tls_cafile: null | ||
| tls_certfile: null | ||
| tls_keyfile: null | ||
| shields: [] | ||
| models: | ||
| - model_id: gpt-4o-mini | ||
| model_type: llm | ||
| provider_id: azure | ||
| provider_model_id: gpt-4o-mini | ||
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Invalid env default syntax; parameterize api_base
config: api_key: ${env.AZURE_API_KEY} - api_base: https://ols-test.openai.azure.com/ + api_base: ${env.AZURE_API_BASE} api_version: 2024-02-15-preview - api_type: ${env.AZURE_API_TYPE:=} + api_type: ${env.AZURE_API_TYPE}Set AZURE_API_BASE and (optionally) AZURE_API_TYPE in the environment (compose/workflow).
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