all templates to include toolgroups and tool runtime

This commit is contained in:
Dinesh Yeduguru 2025-01-08 15:28:03 -08:00
parent 67b35613bb
commit edcfd66be3
55 changed files with 854 additions and 145 deletions

View file

@ -2,7 +2,6 @@ version: '2'
name: vllm-gpu
distribution_spec:
description: Use a built-in vLLM engine for running LLM inference
docker_image: null
providers:
inference:
- inline::vllm
@ -25,4 +24,9 @@ distribution_spec:
- inline::basic
- inline::llm-as-judge
- inline::braintrust
tool_runtime:
- remote::brave-search
- remote::tavily-search
- inline::code-interpreter
- inline::memory-runtime
image_type: conda

View file

@ -1,6 +1,5 @@
version: '2'
image_name: vllm-gpu
docker_image: null
conda_env: vllm-gpu
apis:
- agents
@ -11,6 +10,7 @@ apis:
- safety
- scoring
- telemetry
- tool_runtime
providers:
inference:
- provider_id: vllm
@ -73,24 +73,45 @@ providers:
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: memory-runtime
provider_type: inline::memory-runtime
config: {}
metadata_store:
namespace: null
type: sqlite
db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/vllm-gpu}/registry.db
models:
- metadata: {}
model_id: ${env.INFERENCE_MODEL}
provider_id: vllm
provider_model_id: null
model_type: llm
- metadata:
embedding_dimension: 384
model_id: all-MiniLM-L6-v2
provider_id: sentence-transformers
provider_model_id: null
model_type: embedding
shields: []
memory_banks: []
datasets: []
scoring_fns: []
eval_tasks: []
tool_groups:
- toolgroup_id: builtin::websearch
provider_id: tavily-search
- toolgroup_id: builtin::memory
provider_id: memory-runtime
- toolgroup_id: builtin::code_interpreter
provider_id: code-interpreter

View file

@ -11,7 +11,11 @@ from llama_stack.providers.inline.inference.sentence_transformers import (
)
from llama_stack.providers.inline.inference.vllm import VLLMConfig
from llama_stack.providers.inline.memory.faiss.config import FaissImplConfig
from llama_stack.templates.template import DistributionTemplate, RunConfigSettings
from llama_stack.templates.template import (
DistributionTemplate,
RunConfigSettings,
ToolGroupInput,
)
def get_distribution_template() -> DistributionTemplate:
@ -24,7 +28,14 @@ def get_distribution_template() -> DistributionTemplate:
"eval": ["inline::meta-reference"],
"datasetio": ["remote::huggingface", "inline::localfs"],
"scoring": ["inline::basic", "inline::llm-as-judge", "inline::braintrust"],
"tool_runtime": [
"remote::brave-search",
"remote::tavily-search",
"inline::code-interpreter",
"inline::memory-runtime",
],
}
name = "vllm-gpu"
inference_provider = Provider(
provider_id="vllm",
@ -54,6 +65,20 @@ def get_distribution_template() -> DistributionTemplate:
"embedding_dimension": 384,
},
)
default_tool_groups = [
ToolGroupInput(
toolgroup_id="builtin::websearch",
provider_id="tavily-search",
),
ToolGroupInput(
toolgroup_id="builtin::memory",
provider_id="memory-runtime",
),
ToolGroupInput(
toolgroup_id="builtin::code_interpreter",
provider_id="code-interpreter",
),
]
return DistributionTemplate(
name=name,
@ -70,6 +95,7 @@ def get_distribution_template() -> DistributionTemplate:
"memory": [memory_provider],
},
default_models=[inference_model, embedding_model],
default_tool_groups=default_tool_groups,
),
},
run_config_env_vars={