mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-07-27 06:28:50 +00:00
Merge f8eede0f06 into 632cf9eb72
This commit is contained in:
Sébastien Han
GitHub
commit
0edcb5cfff
11 changed files with 603 additions and 287 deletions
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@ -57,4 +57,5 @@ image_type: conda
|
|||
additional_pip_packages:
|
||||
- aiosqlite
|
||||
- asyncpg
|
||||
- psycopg2-binary
|
||||
- sqlalchemy[asyncio]
|
||||
|
|
|
|||
266
llama_stack/templates/ci-tests/run-with-postgres-store.yaml
Normal file
266
llama_stack/templates/ci-tests/run-with-postgres-store.yaml
Normal file
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|
@ -0,0 +1,266 @@
|
|||
version: 2
|
||||
image_name: ci-tests
|
||||
apis:
|
||||
- agents
|
||||
- datasetio
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||||
- eval
|
||||
- files
|
||||
- inference
|
||||
- post_training
|
||||
- safety
|
||||
- scoring
|
||||
- telemetry
|
||||
- tool_runtime
|
||||
- vector_io
|
||||
providers:
|
||||
inference:
|
||||
- provider_id: cerebras
|
||||
provider_type: remote::cerebras
|
||||
config:
|
||||
base_url: https://api.cerebras.ai
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||||
api_key: ${env.CEREBRAS_API_KEY}
|
||||
- provider_id: ollama
|
||||
provider_type: remote::ollama
|
||||
config:
|
||||
url: ${env.OLLAMA_URL:=http://localhost:11434}
|
||||
- provider_id: vllm
|
||||
provider_type: remote::vllm
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||||
config:
|
||||
url: ${env.VLLM_URL:=}
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||||
max_tokens: ${env.VLLM_MAX_TOKENS:=4096}
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||||
api_token: ${env.VLLM_API_TOKEN:=fake}
|
||||
tls_verify: ${env.VLLM_TLS_VERIFY:=true}
|
||||
- provider_id: tgi
|
||||
provider_type: remote::tgi
|
||||
config:
|
||||
url: ${env.TGI_URL}
|
||||
- provider_id: serverless
|
||||
provider_type: remote::hf::serverless
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||||
config:
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||||
huggingface_repo: ${env.INFERENCE_MODEL}
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||||
api_token: ${env.HF_API_TOKEN}
|
||||
- provider_id: endpoint
|
||||
provider_type: remote::hf::endpoint
|
||||
config:
|
||||
endpoint_name: ${env.INFERENCE_ENDPOINT_NAME}
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||||
api_token: ${env.HF_API_TOKEN}
|
||||
- provider_id: fireworks
|
||||
provider_type: remote::fireworks
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||||
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
|
||||
config: {}
|
||||
- provider_id: databricks
|
||||
provider_type: remote::databricks
|
||||
config:
|
||||
url: ${env.DATABRICKS_URL}
|
||||
api_token: ${env.DATABRICKS_API_TOKEN}
|
||||
- provider_id: nvidia
|
||||
provider_type: remote::nvidia
|
||||
config:
|
||||
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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||||
- provider_id: runpod
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||||
provider_type: remote::runpod
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||||
config:
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||||
url: ${env.RUNPOD_URL:=}
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||||
api_token: ${env.RUNPOD_API_TOKEN}
|
||||
- provider_id: openai
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||||
provider_type: remote::openai
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||||
config:
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api_key: ${env.OPENAI_API_KEY}
|
||||
- provider_id: anthropic
|
||||
provider_type: remote::anthropic
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||||
config:
|
||||
api_key: ${env.ANTHROPIC_API_KEY}
|
||||
- provider_id: gemini
|
||||
provider_type: remote::gemini
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||||
config:
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||||
api_key: ${env.GEMINI_API_KEY}
|
||||
- provider_id: groq
|
||||
provider_type: remote::groq
|
||||
config:
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url: https://api.groq.com
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||||
api_key: ${env.GROQ_API_KEY}
|
||||
- provider_id: llama-openai-compat
|
||||
provider_type: remote::llama-openai-compat
|
||||
config:
|
||||
openai_compat_api_base: https://api.llama.com/compat/v1/
|
||||
api_key: ${env.LLAMA_API_KEY}
|
||||
- provider_id: sambanova
|
||||
provider_type: remote::sambanova
|
||||
config:
|
||||
url: https://api.sambanova.ai/v1
|
||||
api_key: ${env.SAMBANOVA_API_KEY}
|
||||
- provider_id: passthrough
|
||||
provider_type: remote::passthrough
|
||||
config:
|
||||
url: ${env.PASSTHROUGH_URL}
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||||
api_key: ${env.PASSTHROUGH_API_KEY}
|
||||
- provider_id: sentence-transformers
|
||||
provider_type: inline::sentence-transformers
|
||||
config: {}
|
||||
vector_io:
|
||||
- provider_id: faiss
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||||
provider_type: inline::faiss
|
||||
config:
|
||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/faiss_store.db
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||||
- provider_id: sqlite-vec
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||||
provider_type: inline::sqlite-vec
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||||
config:
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/sqlite_vec.db
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||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/sqlite_vec_registry.db
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||||
- provider_id: milvus
|
||||
provider_type: inline::milvus
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||||
config:
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||||
db_path: ${env.MILVUS_DB_PATH:=~/.llama/distributions/ci-tests}/milvus.db
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||||
kvstore:
|
||||
type: sqlite
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||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/milvus_registry.db
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||||
- provider_id: chromadb
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||||
provider_type: remote::chromadb
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||||
config:
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||||
url: ${env.CHROMADB_URL}
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||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/chroma_remote_registry.db
|
||||
- provider_id: pgvector
|
||||
provider_type: remote::pgvector
|
||||
config:
|
||||
host: ${env.PGVECTOR_HOST:=localhost}
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||||
port: ${env.PGVECTOR_PORT:=5432}
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||||
db: ${env.PGVECTOR_DB}
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||||
user: ${env.PGVECTOR_USER}
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||||
password: ${env.PGVECTOR_PASSWORD}
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||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/pgvector_registry.db
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||||
files:
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||||
- provider_id: localfs
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||||
provider_type: inline::localfs
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||||
config:
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||||
storage_dir: ${env.FILES_STORAGE_DIR:=~/.llama/distributions/ci-tests/files}
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||||
metadata_store:
|
||||
type: sqlite
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||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/files_metadata.db
|
||||
safety:
|
||||
- provider_id: llama-guard
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||||
provider_type: inline::llama-guard
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||||
config:
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||||
excluded_categories: []
|
||||
agents:
|
||||
- provider_id: meta-reference
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||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
persistence_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
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||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
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||||
responses_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
telemetry:
|
||||
- provider_id: meta-reference
|
||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
service_name: "${env.OTEL_SERVICE_NAME:=\u200B}"
|
||||
sinks: ${env.TELEMETRY_SINKS:=console,sqlite}
|
||||
sqlite_db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/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
|
||||
eval:
|
||||
- provider_id: meta-reference
|
||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/meta_reference_eval.db
|
||||
datasetio:
|
||||
- provider_id: huggingface
|
||||
provider_type: remote::huggingface
|
||||
config:
|
||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/huggingface_datasetio.db
|
||||
- provider_id: localfs
|
||||
provider_type: inline::localfs
|
||||
config:
|
||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/ci-tests}/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: rag-runtime
|
||||
provider_type: inline::rag-runtime
|
||||
config: {}
|
||||
- provider_id: model-context-protocol
|
||||
provider_type: remote::model-context-protocol
|
||||
config: {}
|
||||
metadata_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
inference_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
models: []
|
||||
shields: []
|
||||
vector_dbs: []
|
||||
datasets: []
|
||||
scoring_fns: []
|
||||
benchmarks: []
|
||||
tool_groups: []
|
||||
server:
|
||||
port: 8321
|
||||
|
|
@ -1,7 +0,0 @@
|
|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
from .postgres_demo import get_distribution_template # noqa: F401
|
||||
|
|
@ -1,25 +0,0 @@
|
|||
version: 2
|
||||
distribution_spec:
|
||||
description: Quick start template for running Llama Stack with several popular providers
|
||||
providers:
|
||||
inference:
|
||||
- remote::vllm
|
||||
- inline::sentence-transformers
|
||||
vector_io:
|
||||
- remote::chromadb
|
||||
safety:
|
||||
- inline::llama-guard
|
||||
agents:
|
||||
- inline::meta-reference
|
||||
telemetry:
|
||||
- inline::meta-reference
|
||||
tool_runtime:
|
||||
- remote::brave-search
|
||||
- remote::tavily-search
|
||||
- inline::rag-runtime
|
||||
- remote::model-context-protocol
|
||||
image_type: conda
|
||||
additional_pip_packages:
|
||||
- asyncpg
|
||||
- psycopg2-binary
|
||||
- sqlalchemy[asyncio]
|
||||
|
|
@ -1,140 +0,0 @@
|
|||
# Copyright (c) Meta Platforms, Inc. and affiliates.
|
||||
# All rights reserved.
|
||||
#
|
||||
# This source code is licensed under the terms described in the LICENSE file in
|
||||
# the root directory of this source tree.
|
||||
|
||||
|
||||
from llama_stack.apis.models import ModelType
|
||||
from llama_stack.distribution.datatypes import (
|
||||
ModelInput,
|
||||
Provider,
|
||||
ShieldInput,
|
||||
ToolGroupInput,
|
||||
)
|
||||
from llama_stack.providers.inline.inference.sentence_transformers import SentenceTransformersInferenceConfig
|
||||
from llama_stack.providers.remote.inference.vllm import VLLMInferenceAdapterConfig
|
||||
from llama_stack.providers.remote.vector_io.chroma.config import ChromaVectorIOConfig
|
||||
from llama_stack.providers.utils.kvstore.config import PostgresKVStoreConfig
|
||||
from llama_stack.providers.utils.sqlstore.sqlstore import PostgresSqlStoreConfig
|
||||
from llama_stack.templates.template import (
|
||||
DistributionTemplate,
|
||||
RunConfigSettings,
|
||||
)
|
||||
|
||||
|
||||
def get_distribution_template() -> DistributionTemplate:
|
||||
inference_providers = [
|
||||
Provider(
|
||||
provider_id="vllm-inference",
|
||||
provider_type="remote::vllm",
|
||||
config=VLLMInferenceAdapterConfig.sample_run_config(
|
||||
url="${env.VLLM_URL:=http://localhost:8000/v1}",
|
||||
),
|
||||
),
|
||||
]
|
||||
providers = {
|
||||
"inference": ([p.provider_type for p in inference_providers] + ["inline::sentence-transformers"]),
|
||||
"vector_io": ["remote::chromadb"],
|
||||
"safety": ["inline::llama-guard"],
|
||||
"agents": ["inline::meta-reference"],
|
||||
"telemetry": ["inline::meta-reference"],
|
||||
"tool_runtime": [
|
||||
"remote::brave-search",
|
||||
"remote::tavily-search",
|
||||
"inline::rag-runtime",
|
||||
"remote::model-context-protocol",
|
||||
],
|
||||
}
|
||||
name = "postgres-demo"
|
||||
|
||||
vector_io_providers = [
|
||||
Provider(
|
||||
provider_id="${env.ENABLE_CHROMADB:+chromadb}",
|
||||
provider_type="remote::chromadb",
|
||||
config=ChromaVectorIOConfig.sample_run_config(
|
||||
f"~/.llama/distributions/{name}",
|
||||
url="${env.CHROMADB_URL:=}",
|
||||
),
|
||||
),
|
||||
]
|
||||
default_tool_groups = [
|
||||
ToolGroupInput(
|
||||
toolgroup_id="builtin::websearch",
|
||||
provider_id="tavily-search",
|
||||
),
|
||||
ToolGroupInput(
|
||||
toolgroup_id="builtin::rag",
|
||||
provider_id="rag-runtime",
|
||||
),
|
||||
]
|
||||
|
||||
default_models = [
|
||||
ModelInput(
|
||||
model_id="${env.INFERENCE_MODEL}",
|
||||
provider_id="vllm-inference",
|
||||
)
|
||||
]
|
||||
embedding_provider = Provider(
|
||||
provider_id="sentence-transformers",
|
||||
provider_type="inline::sentence-transformers",
|
||||
config=SentenceTransformersInferenceConfig.sample_run_config(),
|
||||
)
|
||||
embedding_model = ModelInput(
|
||||
model_id="all-MiniLM-L6-v2",
|
||||
provider_id=embedding_provider.provider_id,
|
||||
model_type=ModelType.embedding,
|
||||
metadata={
|
||||
"embedding_dimension": 384,
|
||||
},
|
||||
)
|
||||
postgres_config = PostgresSqlStoreConfig.sample_run_config()
|
||||
return DistributionTemplate(
|
||||
name=name,
|
||||
distro_type="self_hosted",
|
||||
description="Quick start template for running Llama Stack with several popular providers",
|
||||
container_image=None,
|
||||
template_path=None,
|
||||
providers=providers,
|
||||
available_models_by_provider={},
|
||||
run_configs={
|
||||
"run.yaml": RunConfigSettings(
|
||||
provider_overrides={
|
||||
"inference": inference_providers + [embedding_provider],
|
||||
"vector_io": vector_io_providers,
|
||||
"agents": [
|
||||
Provider(
|
||||
provider_id="meta-reference",
|
||||
provider_type="inline::meta-reference",
|
||||
config=dict(
|
||||
persistence_store=postgres_config,
|
||||
responses_store=postgres_config,
|
||||
),
|
||||
)
|
||||
],
|
||||
"telemetry": [
|
||||
Provider(
|
||||
provider_id="meta-reference",
|
||||
provider_type="inline::meta-reference",
|
||||
config=dict(
|
||||
service_name="${env.OTEL_SERVICE_NAME:=\u200b}",
|
||||
sinks="${env.TELEMETRY_SINKS:=console,otel_trace}",
|
||||
otel_trace_endpoint="${env.OTEL_TRACE_ENDPOINT:=http://localhost:4318/v1/traces}",
|
||||
),
|
||||
)
|
||||
],
|
||||
},
|
||||
default_models=default_models + [embedding_model],
|
||||
default_tool_groups=default_tool_groups,
|
||||
default_shields=[ShieldInput(shield_id="meta-llama/Llama-Guard-3-8B")],
|
||||
metadata_store=PostgresKVStoreConfig.sample_run_config(),
|
||||
inference_store=postgres_config,
|
||||
),
|
||||
},
|
||||
run_config_env_vars={
|
||||
"LLAMA_STACK_PORT": (
|
||||
"8321",
|
||||
"Port for the Llama Stack distribution server",
|
||||
),
|
||||
},
|
||||
)
|
||||
|
|
@ -1,114 +0,0 @@
|
|||
version: 2
|
||||
image_name: postgres-demo
|
||||
apis:
|
||||
- agents
|
||||
- inference
|
||||
- safety
|
||||
- telemetry
|
||||
- tool_runtime
|
||||
- vector_io
|
||||
providers:
|
||||
inference:
|
||||
- provider_id: vllm-inference
|
||||
provider_type: remote::vllm
|
||||
config:
|
||||
url: ${env.VLLM_URL:=http://localhost:8000/v1}
|
||||
max_tokens: ${env.VLLM_MAX_TOKENS:=4096}
|
||||
api_token: ${env.VLLM_API_TOKEN:=fake}
|
||||
tls_verify: ${env.VLLM_TLS_VERIFY:=true}
|
||||
- provider_id: sentence-transformers
|
||||
provider_type: inline::sentence-transformers
|
||||
config: {}
|
||||
vector_io:
|
||||
- provider_id: ${env.ENABLE_CHROMADB:+chromadb}
|
||||
provider_type: remote::chromadb
|
||||
config:
|
||||
url: ${env.CHROMADB_URL:=}
|
||||
kvstore:
|
||||
type: sqlite
|
||||
db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/postgres-demo}/chroma_remote_registry.db
|
||||
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: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
responses_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
telemetry:
|
||||
- provider_id: meta-reference
|
||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
service_name: "${env.OTEL_SERVICE_NAME:=\u200B}"
|
||||
sinks: ${env.TELEMETRY_SINKS:=console,otel_trace}
|
||||
otel_trace_endpoint: ${env.OTEL_TRACE_ENDPOINT:=http://localhost:4318/v1/traces}
|
||||
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
|
||||
config: {}
|
||||
- provider_id: model-context-protocol
|
||||
provider_type: remote::model-context-protocol
|
||||
config: {}
|
||||
metadata_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
table_name: ${env.POSTGRES_TABLE_NAME:=llamastack_kvstore}
|
||||
inference_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
models:
|
||||
- metadata: {}
|
||||
model_id: ${env.INFERENCE_MODEL}
|
||||
provider_id: vllm-inference
|
||||
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
|
||||
server:
|
||||
port: 8321
|
||||
|
|
@ -57,4 +57,5 @@ image_type: conda
|
|||
additional_pip_packages:
|
||||
- aiosqlite
|
||||
- asyncpg
|
||||
- psycopg2-binary
|
||||
- sqlalchemy[asyncio]
|
||||
|
|
|
|||
266
llama_stack/templates/starter/run-with-postgres-store.yaml
Normal file
266
llama_stack/templates/starter/run-with-postgres-store.yaml
Normal file
|
|
@ -0,0 +1,266 @@
|
|||
version: 2
|
||||
image_name: starter
|
||||
apis:
|
||||
- agents
|
||||
- datasetio
|
||||
- eval
|
||||
- files
|
||||
- inference
|
||||
- post_training
|
||||
- safety
|
||||
- scoring
|
||||
- telemetry
|
||||
- tool_runtime
|
||||
- vector_io
|
||||
providers:
|
||||
inference:
|
||||
- provider_id: cerebras
|
||||
provider_type: remote::cerebras
|
||||
config:
|
||||
base_url: https://api.cerebras.ai
|
||||
api_key: ${env.CEREBRAS_API_KEY}
|
||||
- provider_id: ollama
|
||||
provider_type: remote::ollama
|
||||
config:
|
||||
url: ${env.OLLAMA_URL:=http://localhost:11434}
|
||||
- provider_id: 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: tgi
|
||||
provider_type: remote::tgi
|
||||
config:
|
||||
url: ${env.TGI_URL}
|
||||
- provider_id: serverless
|
||||
provider_type: remote::hf::serverless
|
||||
config:
|
||||
huggingface_repo: ${env.INFERENCE_MODEL}
|
||||
api_token: ${env.HF_API_TOKEN}
|
||||
- provider_id: endpoint
|
||||
provider_type: remote::hf::endpoint
|
||||
config:
|
||||
endpoint_name: ${env.INFERENCE_ENDPOINT_NAME}
|
||||
api_token: ${env.HF_API_TOKEN}
|
||||
- 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
|
||||
config: {}
|
||||
- provider_id: databricks
|
||||
provider_type: remote::databricks
|
||||
config:
|
||||
url: ${env.DATABRICKS_URL}
|
||||
api_token: ${env.DATABRICKS_API_TOKEN}
|
||||
- provider_id: 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: runpod
|
||||
provider_type: remote::runpod
|
||||
config:
|
||||
url: ${env.RUNPOD_URL:=}
|
||||
api_token: ${env.RUNPOD_API_TOKEN}
|
||||
- provider_id: openai
|
||||
provider_type: remote::openai
|
||||
config:
|
||||
api_key: ${env.OPENAI_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: llama-openai-compat
|
||||
provider_type: remote::llama-openai-compat
|
||||
config:
|
||||
openai_compat_api_base: https://api.llama.com/compat/v1/
|
||||
api_key: ${env.LLAMA_API_KEY}
|
||||
- provider_id: sambanova
|
||||
provider_type: remote::sambanova
|
||||
config:
|
||||
url: https://api.sambanova.ai/v1
|
||||
api_key: ${env.SAMBANOVA_API_KEY}
|
||||
- provider_id: passthrough
|
||||
provider_type: remote::passthrough
|
||||
config:
|
||||
url: ${env.PASSTHROUGH_URL}
|
||||
api_key: ${env.PASSTHROUGH_API_KEY}
|
||||
- provider_id: sentence-transformers
|
||||
provider_type: inline::sentence-transformers
|
||||
config: {}
|
||||
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: 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: 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: 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: localfs
|
||||
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: []
|
||||
agents:
|
||||
- provider_id: meta-reference
|
||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
persistence_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
responses_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
telemetry:
|
||||
- provider_id: meta-reference
|
||||
provider_type: inline::meta-reference
|
||||
config:
|
||||
service_name: "${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
|
||||
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
|
||||
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: rag-runtime
|
||||
provider_type: inline::rag-runtime
|
||||
config: {}
|
||||
- provider_id: model-context-protocol
|
||||
provider_type: remote::model-context-protocol
|
||||
config: {}
|
||||
metadata_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
inference_store:
|
||||
type: postgres
|
||||
host: ${env.POSTGRES_HOST:=localhost}
|
||||
port: ${env.POSTGRES_PORT:=5432}
|
||||
db: ${env.POSTGRES_DB:=llamastack}
|
||||
user: ${env.POSTGRES_USER:=llamastack}
|
||||
password: ${env.POSTGRES_PASSWORD:=llamastack}
|
||||
models: []
|
||||
shields: []
|
||||
vector_dbs: []
|
||||
datasets: []
|
||||
scoring_fns: []
|
||||
benchmarks: []
|
||||
tool_groups: []
|
||||
server:
|
||||
port: 8321
|
||||
|
|
@ -309,6 +309,7 @@ def get_distribution_template() -> DistributionTemplate:
|
|||
available_safety_models = get_safety_models_for_providers(remote_inference_providers)
|
||||
shields = get_shield_registry(available_safety_models, ids_conflict_in_models)
|
||||
|
||||
postgres_config = PostgresSqlStoreConfig.sample_run_config()
|
||||
return DistributionTemplate(
|
||||
name=name,
|
||||
distro_type="self_hosted",
|
||||
|
|
@ -331,6 +332,22 @@ def get_distribution_template() -> DistributionTemplate:
|
|||
# TODO: add a way to enable/disable shields on the fly
|
||||
default_shields=shields,
|
||||
),
|
||||
"run-with-postgres-store.yaml": RunConfigSettings(
|
||||
provider_overrides={
|
||||
"agents": [
|
||||
Provider(
|
||||
provider_id="meta-reference",
|
||||
provider_type="inline::meta-reference",
|
||||
config=dict(
|
||||
persistence_store=postgres_config,
|
||||
responses_store=postgres_config,
|
||||
),
|
||||
)
|
||||
],
|
||||
},
|
||||
inference_store=postgres_config,
|
||||
metadata_store=postgres_config,
|
||||
),
|
||||
},
|
||||
run_config_env_vars={
|
||||
"LLAMA_STACK_PORT": (
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue