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https://github.com/meta-llama/llama-stack.git
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549812f51e
# What does this PR do? * Provide sqlite implementation of the APIs introduced in https://github.com/meta-llama/llama-stack/pull/2145. * Introduced a SqlStore API: llama_stack/providers/utils/sqlstore/api.py and the first Sqlite implementation * Pagination support will be added in a future PR. ## Test Plan Unit test on sql store: <img width="1005" alt="image" src="https://github.com/user-attachments/assets/9b8b7ec8-632b-4667-8127-5583426b2e29" /> Integration test: ``` INFERENCE_MODEL="llama3.2:3b-instruct-fp16" llama stack build --template ollama --image-type conda --run ``` ``` LLAMA_STACK_CONFIG=http://localhost:5001 INFERENCE_MODEL="llama3.2:3b-instruct-fp16" python -m pytest -v tests/integration/inference/test_openai_completion.py --text-model "llama3.2:3b-instruct-fp16" -k 'inference_store and openai' ```
224 lines
6.3 KiB
YAML
224 lines
6.3 KiB
YAML
version: '2'
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image_name: nvidia
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apis:
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- agents
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- datasetio
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- eval
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- inference
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- post_training
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- safety
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- scoring
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- telemetry
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- tool_runtime
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- vector_io
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providers:
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inference:
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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url: ${env.NVIDIA_BASE_URL:https://integrate.api.nvidia.com}
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api_key: ${env.NVIDIA_API_KEY:}
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append_api_version: ${env.NVIDIA_APPEND_API_VERSION:True}
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vector_io:
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- provider_id: faiss
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provider_type: inline::faiss
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config:
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kvstore:
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type: sqlite
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namespace: null
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/faiss_store.db
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safety:
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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guardrails_service_url: ${env.GUARDRAILS_SERVICE_URL:http://localhost:7331}
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config_id: self-check
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agents:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config:
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persistence_store:
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type: sqlite
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namespace: null
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/agents_store.db
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telemetry:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config:
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service_name: ${env.OTEL_SERVICE_NAME:}
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sinks: ${env.TELEMETRY_SINKS:console,sqlite}
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sqlite_db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/trace_store.db
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eval:
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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evaluator_url: ${env.NVIDIA_EVALUATOR_URL:http://localhost:7331}
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post_training:
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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api_key: ${env.NVIDIA_API_KEY:}
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dataset_namespace: ${env.NVIDIA_DATASET_NAMESPACE:default}
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project_id: ${env.NVIDIA_PROJECT_ID:test-project}
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customizer_url: ${env.NVIDIA_CUSTOMIZER_URL:http://nemo.test}
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datasetio:
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- provider_id: nvidia
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provider_type: remote::nvidia
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config:
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api_key: ${env.NVIDIA_API_KEY:}
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dataset_namespace: ${env.NVIDIA_DATASET_NAMESPACE:default}
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project_id: ${env.NVIDIA_PROJECT_ID:test-project}
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datasets_url: ${env.NVIDIA_DATASETS_URL:http://nemo.test}
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scoring:
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- provider_id: basic
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provider_type: inline::basic
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config: {}
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tool_runtime:
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- provider_id: rag-runtime
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provider_type: inline::rag-runtime
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config: {}
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metadata_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/registry.db
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inference_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/nvidia}/inference_store.db
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models:
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- metadata: {}
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model_id: meta/llama3-8b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama3-8b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3-8B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama3-8b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama3-70b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama3-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3-70B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama3-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.1-8b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-8b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.1-8B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-8b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.1-70b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.1-70B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.1-405b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-405b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
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provider_id: nvidia
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provider_model_id: meta/llama-3.1-405b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.2-1b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-1b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-1B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-1b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.2-3b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-3b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-3B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-3b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.2-11b-vision-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-11b-vision-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-11b-vision-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.2-90b-vision-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-90b-vision-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.2-90b-vision-instruct
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model_type: llm
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- metadata: {}
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model_id: meta/llama-3.3-70b-instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.3-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.3-70B-Instruct
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provider_id: nvidia
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provider_model_id: meta/llama-3.3-70b-instruct
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model_type: llm
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- metadata:
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embedding_dimension: 2048
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context_length: 8192
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model_id: nvidia/llama-3.2-nv-embedqa-1b-v2
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provider_id: nvidia
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provider_model_id: nvidia/llama-3.2-nv-embedqa-1b-v2
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model_type: embedding
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- metadata:
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embedding_dimension: 1024
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context_length: 512
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model_id: nvidia/nv-embedqa-e5-v5
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provider_id: nvidia
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provider_model_id: nvidia/nv-embedqa-e5-v5
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model_type: embedding
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- metadata:
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embedding_dimension: 4096
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context_length: 512
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model_id: nvidia/nv-embedqa-mistral-7b-v2
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provider_id: nvidia
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provider_model_id: nvidia/nv-embedqa-mistral-7b-v2
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model_type: embedding
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- metadata:
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embedding_dimension: 1024
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context_length: 512
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model_id: snowflake/arctic-embed-l
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provider_id: nvidia
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provider_model_id: snowflake/arctic-embed-l
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model_type: embedding
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shields: []
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vector_dbs: []
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datasets: []
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scoring_fns: []
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benchmarks: []
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tool_groups:
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- toolgroup_id: builtin::rag
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provider_id: rag-runtime
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server:
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port: 8321
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