version: '2'
image_name: dev
apis:
- agents
- datasetio
- eval
- inference
- safety
- scoring
- telemetry
- tool_runtime
- vector_io
providers:
  inference:
  - provider_id: openai
    provider_type: remote::openai
    config:
      api_key: ${env.OPENAI_API_KEY:}
  - provider_id: fireworks
    provider_type: remote::fireworks
    config:
      url: https://api.fireworks.ai/inference/v1
      api_key: ${env.FIREWORKS_API_KEY:}
  - provider_id: anthropic
    provider_type: remote::anthropic
    config:
      api_key: ${env.ANTHROPIC_API_KEY:}
  - provider_id: gemini
    provider_type: remote::gemini
    config:
      api_key: ${env.GEMINI_API_KEY:}
  - provider_id: groq
    provider_type: remote::groq
    config:
      url: https://api.groq.com
      api_key: ${env.GROQ_API_KEY:}
  - provider_id: sentence-transformers
    provider_type: inline::sentence-transformers
    config: {}
  vector_io:
  - provider_id: sqlite-vec
    provider_type: inline::sqlite-vec
    config:
      db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/sqlite_vec.db
  - provider_id: ${env.ENABLE_CHROMADB+chromadb}
    provider_type: remote::chromadb
    config:
      url: ${env.CHROMADB_URL:}
  - provider_id: ${env.ENABLE_PGVECTOR+pgvector}
    provider_type: remote::pgvector
    config:
      host: ${env.PGVECTOR_HOST:localhost}
      port: ${env.PGVECTOR_PORT:5432}
      db: ${env.PGVECTOR_DB:}
      user: ${env.PGVECTOR_USER:}
      password: ${env.PGVECTOR_PASSWORD:}
  safety:
  - provider_id: llama-guard
    provider_type: inline::llama-guard
    config:
      excluded_categories: []
  agents:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      persistence_store:
        type: sqlite
        namespace: null
        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/agents_store.db
  telemetry:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      service_name: ${env.OTEL_SERVICE_NAME:llama-stack}
      sinks: ${env.TELEMETRY_SINKS:console,sqlite}
      sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/dev/trace_store.db}
  eval:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      kvstore:
        type: sqlite
        namespace: null
        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/meta_reference_eval.db
  datasetio:
  - provider_id: huggingface
    provider_type: remote::huggingface
    config:
      kvstore:
        type: sqlite
        namespace: null
        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/huggingface_datasetio.db
  - provider_id: localfs
    provider_type: inline::localfs
    config:
      kvstore:
        type: sqlite
        namespace: null
        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/localfs_datasetio.db
  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: ${env.OPENAI_API_KEY:}
  tool_runtime:
  - provider_id: brave-search
    provider_type: remote::brave-search
    config:
      api_key: ${env.BRAVE_SEARCH_API_KEY:}
      max_results: 3
  - provider_id: tavily-search
    provider_type: remote::tavily-search
    config:
      api_key: ${env.TAVILY_SEARCH_API_KEY:}
      max_results: 3
  - provider_id: code-interpreter
    provider_type: inline::code-interpreter
    config: {}
  - provider_id: rag-runtime
    provider_type: inline::rag-runtime
    config: {}
  - provider_id: model-context-protocol
    provider_type: remote::model-context-protocol
    config: {}
metadata_store:
  type: sqlite
  db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/registry.db
models:
- metadata: {}
  model_id: openai/gpt-4o
  provider_id: openai
  provider_model_id: openai/gpt-4o
  model_type: llm
- metadata: {}
  model_id: openai/gpt-4o-mini
  provider_id: openai
  provider_model_id: openai/gpt-4o-mini
  model_type: llm
- metadata: {}
  model_id: openai/chatgpt-4o-latest
  provider_id: openai
  provider_model_id: openai/chatgpt-4o-latest
  model_type: llm
- metadata:
    embedding_dimension: 1536
    context_length: 8192
  model_id: openai/text-embedding-3-small
  provider_id: openai
  provider_model_id: openai/text-embedding-3-small
  model_type: embedding
- metadata:
    embedding_dimension: 3072
    context_length: 8192
  model_id: openai/text-embedding-3-large
  provider_id: openai
  provider_model_id: openai/text-embedding-3-large
  model_type: embedding
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.1-8B-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.1-70B-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.2-3B-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.3-70B-Instruct
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-guard-3-8b
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-guard-3-8b
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-Guard-3-8B
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-guard-3-8b
  model_type: llm
- metadata: {}
  model_id: accounts/fireworks/models/llama-guard-3-11b-vision
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-Guard-3-11B-Vision
  provider_id: fireworks
  provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
  model_type: llm
- metadata:
    embedding_dimension: 768
    context_length: 8192
  model_id: nomic-ai/nomic-embed-text-v1.5
  provider_id: fireworks
  provider_model_id: nomic-ai/nomic-embed-text-v1.5
  model_type: embedding
- metadata: {}
  model_id: anthropic/claude-3-5-sonnet-latest
  provider_id: anthropic
  provider_model_id: anthropic/claude-3-5-sonnet-latest
  model_type: llm
- metadata: {}
  model_id: anthropic/claude-3-7-sonnet-latest
  provider_id: anthropic
  provider_model_id: anthropic/claude-3-7-sonnet-latest
  model_type: llm
- metadata: {}
  model_id: anthropic/claude-3-5-haiku-latest
  provider_id: anthropic
  provider_model_id: anthropic/claude-3-5-haiku-latest
  model_type: llm
- metadata:
    embedding_dimension: 1024
    context_length: 32000
  model_id: anthropic/voyage-3
  provider_id: anthropic
  provider_model_id: anthropic/voyage-3
  model_type: embedding
- metadata:
    embedding_dimension: 512
    context_length: 32000
  model_id: anthropic/voyage-3-lite
  provider_id: anthropic
  provider_model_id: anthropic/voyage-3-lite
  model_type: embedding
- metadata:
    embedding_dimension: 1024
    context_length: 32000
  model_id: anthropic/voyage-code-3
  provider_id: anthropic
  provider_model_id: anthropic/voyage-code-3
  model_type: embedding
- metadata: {}
  model_id: gemini/gemini-1.5-flash
  provider_id: gemini
  provider_model_id: gemini/gemini-1.5-flash
  model_type: llm
- metadata: {}
  model_id: gemini/gemini-1.5-pro
  provider_id: gemini
  provider_model_id: gemini/gemini-1.5-pro
  model_type: llm
- metadata:
    embedding_dimension: 768
    context_length: 2048
  model_id: gemini/text-embedding-004
  provider_id: gemini
  provider_model_id: gemini/text-embedding-004
  model_type: embedding
- metadata: {}
  model_id: groq/llama3-8b-8192
  provider_id: groq
  provider_model_id: groq/llama3-8b-8192
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.1-8B-Instruct
  provider_id: groq
  provider_model_id: groq/llama3-8b-8192
  model_type: llm
- metadata: {}
  model_id: groq/llama-3.1-8b-instant
  provider_id: groq
  provider_model_id: groq/llama-3.1-8b-instant
  model_type: llm
- metadata: {}
  model_id: groq/llama3-70b-8192
  provider_id: groq
  provider_model_id: groq/llama3-70b-8192
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3-70B-Instruct
  provider_id: groq
  provider_model_id: groq/llama3-70b-8192
  model_type: llm
- metadata: {}
  model_id: groq/llama-3.3-70b-versatile
  provider_id: groq
  provider_model_id: groq/llama-3.3-70b-versatile
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.3-70B-Instruct
  provider_id: groq
  provider_model_id: groq/llama-3.3-70b-versatile
  model_type: llm
- metadata: {}
  model_id: groq/llama-3.2-3b-preview
  provider_id: groq
  provider_model_id: groq/llama-3.2-3b-preview
  model_type: llm
- metadata: {}
  model_id: meta-llama/Llama-3.2-3B-Instruct
  provider_id: groq
  provider_model_id: groq/llama-3.2-3b-preview
  model_type: llm
- metadata:
    embedding_dimension: 384
  model_id: all-MiniLM-L6-v2
  provider_id: sentence-transformers
  model_type: embedding
shields:
- shield_id: meta-llama/Llama-Guard-3-8B
vector_dbs: []
datasets: []
scoring_fns: []
benchmarks: []
tool_groups:
- toolgroup_id: builtin::websearch
  provider_id: tavily-search
- toolgroup_id: builtin::rag
  provider_id: rag-runtime
- toolgroup_id: builtin::code_interpreter
  provider_id: code-interpreter
server:
  port: 8321
