run.yaml

version: 2
image_name: starter
apis:
- agents
- datasetio
- eval
- files
- inference
- post_training
- safety
- scoring
- telemetry
- tool_runtime
- vector_io
providers:
  inference:
  - provider_id: ${env.CEREBRAS_API_KEY:+cerebras}
    provider_type: remote::cerebras
    config:
      base_url: https://api.cerebras.ai
      api_key: ${env.CEREBRAS_API_KEY:=}
  - provider_id: ${env.OLLAMA_URL:+ollama}
    provider_type: remote::ollama
    config:
      url: ${env.OLLAMA_URL:=http://localhost:11434}
  - provider_id: ${env.VLLM_URL:+vllm}
    provider_type: remote::vllm
    config:
      url: ${env.VLLM_URL:=}
      max_tokens: ${env.VLLM_MAX_TOKENS:=4096}
      api_token: ${env.VLLM_API_TOKEN:=fake}
      tls_verify: ${env.VLLM_TLS_VERIFY:=true}
  - provider_id: ${env.TGI_URL:+tgi}
    provider_type: remote::tgi
    config:
      url: ${env.TGI_URL:=}
  - provider_id: fireworks
    provider_type: remote::fireworks
    config:
      url: https://api.fireworks.ai/inference/v1
      api_key: ${env.FIREWORKS_API_KEY:=}
  - provider_id: together
    provider_type: remote::together
    config:
      url: https://api.together.xyz/v1
      api_key: ${env.TOGETHER_API_KEY:=}
  - provider_id: bedrock
    provider_type: remote::bedrock
  - provider_id: ${env.NVIDIA_API_KEY:+nvidia}
    provider_type: remote::nvidia
    config:
      url: ${env.NVIDIA_BASE_URL:=https://integrate.api.nvidia.com}
      api_key: ${env.NVIDIA_API_KEY:=}
      append_api_version: ${env.NVIDIA_APPEND_API_VERSION:=True}
  - provider_id: openai
    provider_type: remote::openai
    config:
      api_key: ${env.OPENAI_API_KEY:=}
      base_url: ${env.OPENAI_BASE_URL:=https://api.openai.com/v1}
  - 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: ${env.VERTEX_AI_PROJECT:+vertexai}
    provider_type: remote::vertexai
    config:
      project: ${env.VERTEX_AI_PROJECT:=}
      location: ${env.VERTEX_AI_LOCATION:=us-central1}
  - provider_id: groq
    provider_type: remote::groq
    config:
      url: https://api.groq.com
      api_key: ${env.GROQ_API_KEY:=}
  - provider_id: sambanova
    provider_type: remote::sambanova
    config:
      url: https://api.sambanova.ai/v1
      api_key: ${env.SAMBANOVA_API_KEY:=}
  - provider_id: sentence-transformers
    provider_type: inline::sentence-transformers
  vector_io:
  - provider_id: faiss
    provider_type: inline::faiss
    config:
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/faiss_store.db
  - provider_id: sqlite-vec
    provider_type: inline::sqlite-vec
    config:
      db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/sqlite_vec.db
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/sqlite_vec_registry.db
  - provider_id: ${env.MILVUS_URL:+milvus}
    provider_type: inline::milvus
    config:
      db_path: ${env.MILVUS_DB_PATH:=~/.llama/distributions/starter}/milvus.db
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/milvus_registry.db
  - provider_id: ${env.CHROMADB_URL:+chromadb}
    provider_type: remote::chromadb
    config:
      url: ${env.CHROMADB_URL:=}
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter/}/chroma_remote_registry.db
  - provider_id: ${env.PGVECTOR_DB:+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:=}
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/pgvector_registry.db
  files:
  - provider_id: meta-reference-files
    provider_type: inline::localfs
    config:
      storage_dir: ${env.FILES_STORAGE_DIR:=~/.llama/distributions/starter/files}
      metadata_store:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/files_metadata.db
  safety:
  - provider_id: llama-guard
    provider_type: inline::llama-guard
    config:
      excluded_categories: []
  - provider_id: code-scanner
    provider_type: inline::code-scanner
  agents:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      persistence_store:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/agents_store.db
      responses_store:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/responses_store.db
  telemetry:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      service_name: "${env.OTEL_SERVICE_NAME:=\u200B}"
      sinks: ${env.TELEMETRY_SINKS:=console,sqlite}
      sqlite_db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/trace_store.db
      otel_exporter_otlp_endpoint: ${env.OTEL_EXPORTER_OTLP_ENDPOINT:=}
  post_training:
  - provider_id: huggingface
    provider_type: inline::huggingface
    config:
      checkpoint_format: huggingface
      distributed_backend: null
      device: cpu
      dpo_output_dir: ~/.llama/distributions/starter/dpo_output
  eval:
  - provider_id: meta-reference
    provider_type: inline::meta-reference
    config:
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/meta_reference_eval.db
  datasetio:
  - provider_id: huggingface
    provider_type: remote::huggingface
    config:
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/huggingface_datasetio.db
  - provider_id: localfs
    provider_type: inline::localfs
    config:
      kvstore:
        type: sqlite
        db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/localfs_datasetio.db
  scoring:
  - provider_id: basic
    provider_type: inline::basic
  - provider_id: llm-as-judge
    provider_type: inline::llm-as-judge
  - 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: rag-runtime
    provider_type: inline::rag-runtime
  - provider_id: model-context-protocol
    provider_type: remote::model-context-protocol
metadata_store:
  type: sqlite
  db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/registry.db
inference_store:
  type: sqlite
  db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/starter}/inference_store.db
models: []
shields:
- shield_id: llama-guard
  provider_id: ${env.SAFETY_MODEL:+llama-guard}
  provider_shield_id: ${env.SAFETY_MODEL:=}
- shield_id: code-scanner
  provider_id: ${env.CODE_SCANNER_MODEL:+code-scanner}
  provider_shield_id: ${env.CODE_SCANNER_MODEL:=}
vector_dbs: []
datasets: []
scoring_fns: []
benchmarks: []
tool_groups:
- toolgroup_id: builtin::websearch
  provider_id: tavily-search
- toolgroup_id: builtin::rag
  provider_id: rag-runtime
server:
  port: 8321