mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-06-28 02:53:30 +00:00
Create a new agent: ``` curl --request POST \ --url http://localhost:8321/v1/agents \ --header 'Accept: application/json' \ --header 'Content-Type: application/json' \ --data '{ "agent_config": { "sampling_params": { "strategy": { "type": "greedy" }, "max_tokens": 0, "repetition_penalty": 1 }, "input_shields": [ "string" ], "output_shields": [ "string" ], "toolgroups": [ "string" ], "client_tools": [ { "name": "string", "description": "string", "parameters": [ { "name": "string", "parameter_type": "string", "description": "string", "required": true, "default": null } ], "metadata": { "property1": null, "property2": null } } ], "tool_choice": "auto", "tool_prompt_format": "json", "tool_config": { "tool_choice": "auto", "tool_prompt_format": "json", "system_message_behavior": "append" }, "max_infer_iters": 10, "model": "string", "instructions": "string", "enable_session_persistence": false, "response_format": { "type": "json_schema", "json_schema": { "property1": null, "property2": null } } } }' ``` Get agent: ``` curl http://127.0.0.1:8321/v1/agents/9abad4ab-2c77-45f9-9d16-46b79d2bea1f {"agent_id":"9abad4ab-2c77-45f9-9d16-46b79d2bea1f","agent_config":{"sampling_params":{"strategy":{"type":"greedy"},"max_tokens":0,"repetition_penalty":1.0},"input_shields":["string"],"output_shields":["string"],"toolgroups":["string"],"client_tools":[{"name":"string","description":"string","parameters":[{"name":"string","parameter_type":"string","description":"string","required":true,"default":null}],"metadata":{"property1":null,"property2":null}}],"tool_choice":"auto","tool_prompt_format":"json","tool_config":{"tool_choice":"auto","tool_prompt_format":"json","system_message_behavior":"append"},"max_infer_iters":10,"model":"string","instructions":"string","enable_session_persistence":false,"response_format":{"type":"json_schema","json_schema":{"property1":null,"property2":null}}},"created_at":"2025-03-12T16:18:28.369144Z"}% ``` List agents: ``` curl http://127.0.0.1:8321/v1/agents|jq % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 1680 100 1680 0 0 498k 0 --:--:-- --:--:-- --:--:-- 546k { "data": [ { "agent_id": "9abad4ab-2c77-45f9-9d16-46b79d2bea1f", "agent_config": { "sampling_params": { "strategy": { "type": "greedy" }, "max_tokens": 0, "repetition_penalty": 1.0 }, "input_shields": [ "string" ], "output_shields": [ "string" ], "toolgroups": [ "string" ], "client_tools": [ { "name": "string", "description": "string", "parameters": [ { "name": "string", "parameter_type": "string", "description": "string", "required": true, "default": null } ], "metadata": { "property1": null, "property2": null } } ], "tool_choice": "auto", "tool_prompt_format": "json", "tool_config": { "tool_choice": "auto", "tool_prompt_format": "json", "system_message_behavior": "append" }, "max_infer_iters": 10, "model": "string", "instructions": "string", "enable_session_persistence": false, "response_format": { "type": "json_schema", "json_schema": { "property1": null, "property2": null } } }, "created_at": "2025-03-12T16:18:28.369144Z" }, { "agent_id": "a6643aaa-96dd-46db-a405-333dc504b168", "agent_config": { "sampling_params": { "strategy": { "type": "greedy" }, "max_tokens": 0, "repetition_penalty": 1.0 }, "input_shields": [ "string" ], "output_shields": [ "string" ], "toolgroups": [ "string" ], "client_tools": [ { "name": "string", "description": "string", "parameters": [ { "name": "string", "parameter_type": "string", "description": "string", "required": true, "default": null } ], "metadata": { "property1": null, "property2": null } } ], "tool_choice": "auto", "tool_prompt_format": "json", "tool_config": { "tool_choice": "auto", "tool_prompt_format": "json", "system_message_behavior": "append" }, "max_infer_iters": 10, "model": "string", "instructions": "string", "enable_session_persistence": false, "response_format": { "type": "json_schema", "json_schema": { "property1": null, "property2": null } } }, "created_at": "2025-03-12T16:17:12.811273Z" } ] } ``` Create sessions: ``` curl --request POST \ --url http://localhost:8321/v1/agents/{agent_id}/session \ --header 'Accept: application/json' \ --header 'Content-Type: application/json' \ --data '{ "session_name": "string" }' ``` List sessions: ``` curl http://127.0.0.1:8321/v1/agents/9abad4ab-2c77-45f9-9d16-46b79d2bea1f/sessions|jq % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 263 100 263 0 0 90099 0 --:--:-- --:--:-- --:--:-- 128k [ { "session_id": "2b15c4fc-e348-46c1-ae32-f6d424441ac1", "session_name": "string", "turns": [], "started_at": "2025-03-12T17:19:17.784328" }, { "session_id": "9432472d-d483-4b73-b682-7b1d35d64111", "session_name": "string", "turns": [], "started_at": "2025-03-12T17:19:19.885834" } ] ``` Signed-off-by: Sébastien Han <seb@redhat.com>
76 lines
2.6 KiB
Python
76 lines
2.6 KiB
Python
# 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 datetime import datetime
|
|
|
|
from redis.asyncio import Redis
|
|
|
|
from ..api import KVStore
|
|
from ..config import RedisKVStoreConfig
|
|
|
|
|
|
class RedisKVStoreImpl(KVStore):
|
|
def __init__(self, config: RedisKVStoreConfig):
|
|
self.config = config
|
|
|
|
async def initialize(self) -> None:
|
|
self.redis = Redis.from_url(self.config.url)
|
|
|
|
def _namespaced_key(self, key: str) -> str:
|
|
if not self.config.namespace:
|
|
return key
|
|
return f"{self.config.namespace}:{key}"
|
|
|
|
async def set(self, key: str, value: str, expiration: datetime | None = None) -> None:
|
|
key = self._namespaced_key(key)
|
|
await self.redis.set(key, value)
|
|
if expiration:
|
|
await self.redis.expireat(key, expiration)
|
|
|
|
async def get(self, key: str) -> str | None:
|
|
key = self._namespaced_key(key)
|
|
value = await self.redis.get(key)
|
|
if value is None:
|
|
return None
|
|
await self.redis.ttl(key)
|
|
return value
|
|
|
|
async def delete(self, key: str) -> None:
|
|
key = self._namespaced_key(key)
|
|
await self.redis.delete(key)
|
|
|
|
async def values_in_range(self, start_key: str, end_key: str) -> list[str]:
|
|
start_key = self._namespaced_key(start_key)
|
|
end_key = self._namespaced_key(end_key)
|
|
cursor = 0
|
|
pattern = start_key + "*" # Match all keys starting with start_key prefix
|
|
matching_keys = []
|
|
while True:
|
|
cursor, keys = await self.redis.scan(cursor, match=pattern, count=1000)
|
|
|
|
for key in keys:
|
|
key_str = key.decode("utf-8") if isinstance(key, bytes) else key
|
|
if start_key <= key_str <= end_key:
|
|
matching_keys.append(key)
|
|
|
|
if cursor == 0:
|
|
break
|
|
|
|
# Then fetch all values in a single MGET call
|
|
if matching_keys:
|
|
values = await self.redis.mget(matching_keys)
|
|
return [
|
|
value.decode("utf-8") if isinstance(value, bytes) else value for value in values if value is not None
|
|
]
|
|
|
|
return []
|
|
|
|
async def keys_in_range(self, start_key: str, end_key: str) -> list[str]:
|
|
"""Get all keys in the given range."""
|
|
matching_keys = await self.redis.zrangebylex(self.namespace, f"[{start_key}", f"[{end_key}")
|
|
if not matching_keys:
|
|
return []
|
|
return [k.decode("utf-8") for k in matching_keys]
|