forked from phoenix-oss/llama-stack-mirror
# What does this PR do? Providers that live outside of the llama-stack codebase are now supported. A new property `external_providers_dir` has been added to the main config and can be configured as follow: ``` external_providers_dir: /etc/llama-stack/providers.d/ ``` Where the expected structure is: ``` providers.d/ inference/ custom_ollama.yaml vllm.yaml vector_io/ qdrant.yaml ``` Where `custom_ollama.yaml` is: ``` adapter: adapter_type: custom_ollama pip_packages: ["ollama", "aiohttp"] config_class: llama_stack_ollama_provider.config.OllamaImplConfig module: llama_stack_ollama_provider api_dependencies: [] optional_api_dependencies: [] ``` Obviously the package must be installed on the system, here is the `llama_stack_ollama_provider` example: ``` $ uv pip show llama-stack-ollama-provider Using Python 3.10.16 environment at: /Users/leseb/Documents/AI/llama-stack/.venv Name: llama-stack-ollama-provider Version: 0.1.0 Location: /Users/leseb/Documents/AI/llama-stack/.venv/lib/python3.10/site-packages Editable project location: /private/var/folders/mq/rnm5w_7s2d3fxmtkx02knvhm0000gn/T/tmp.ZBHU5Ezxg4/ollama/llama-stack-ollama-provider Requires: Required-by: ``` Closes: https://github.com/meta-llama/llama-stack/issues/658 Signed-off-by: Sébastien Han <seb@redhat.com>
135 lines
3.6 KiB
YAML
135 lines
3.6 KiB
YAML
version: '2'
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image_name: ollama
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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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- 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: custom_ollama
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provider_type: remote::custom_ollama
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config:
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url: ${env.OLLAMA_URL:http://localhost:11434}
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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/ollama}/faiss_store.db
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safety:
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- provider_id: llama-guard
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provider_type: inline::llama-guard
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config:
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excluded_categories: []
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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/ollama}/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:llama-stack}
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sinks: ${env.TELEMETRY_SINKS:console,sqlite}
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sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/ollama/trace_store.db}
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eval:
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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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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/ollama}/meta_reference_eval.db
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datasetio:
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- provider_id: huggingface
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provider_type: remote::huggingface
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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/ollama}/huggingface_datasetio.db
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- provider_id: localfs
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provider_type: inline::localfs
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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/ollama}/localfs_datasetio.db
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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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- provider_id: llm-as-judge
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provider_type: inline::llm-as-judge
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config: {}
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- provider_id: braintrust
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provider_type: inline::braintrust
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config:
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openai_api_key: ${env.OPENAI_API_KEY:}
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tool_runtime:
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- provider_id: brave-search
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provider_type: remote::brave-search
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config:
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api_key: ${env.BRAVE_SEARCH_API_KEY:}
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max_results: 3
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- provider_id: tavily-search
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provider_type: remote::tavily-search
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config:
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api_key: ${env.TAVILY_SEARCH_API_KEY:}
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max_results: 3
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- provider_id: code-interpreter
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provider_type: inline::code-interpreter
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config: {}
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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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- provider_id: model-context-protocol
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provider_type: remote::model-context-protocol
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config: {}
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- provider_id: wolfram-alpha
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provider_type: remote::wolfram-alpha
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config:
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api_key: ${env.WOLFRAM_ALPHA_API_KEY:}
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metadata_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/ollama}/registry.db
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models:
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- metadata: {}
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model_id: ${env.INFERENCE_MODEL}
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provider_id: custom_ollama
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model_type: llm
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- metadata:
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embedding_dimension: 384
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model_id: all-MiniLM-L6-v2
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provider_id: custom_ollama
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provider_model_id: all-minilm:latest
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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::websearch
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provider_id: tavily-search
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- toolgroup_id: builtin::rag
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provider_id: rag-runtime
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- toolgroup_id: builtin::code_interpreter
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provider_id: code-interpreter
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- toolgroup_id: builtin::wolfram_alpha
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provider_id: wolfram-alpha
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server:
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port: 8321
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external_providers_dir: /tmp/providers.d
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