diff --git a/agents-api/agents_api/clients/worker/types.py b/agents-api/agents_api/clients/worker/types.py index 86bf564dd..fc86df5fd 100644 --- a/agents-api/agents_api/clients/worker/types.py +++ b/agents-api/agents_api/clients/worker/types.py @@ -1,6 +1,5 @@ from typing import Callable, Literal, Optional, Protocol from uuid import UUID - from pydantic import BaseModel diff --git a/agents-api/agents_api/models/session/get_cached_response.py b/agents-api/agents_api/models/session/get_cached_response.py new file mode 100644 index 000000000..46d15c669 --- /dev/null +++ b/agents-api/agents_api/models/session/get_cached_response.py @@ -0,0 +1,11 @@ +from ..utils import cozo_query + + +@cozo_query +def get_cached_response(key: str) -> tuple[str, dict]: + query = """ + input[key] <- [[$key]] + ?[key, value] := input[key], *session_cache{key, value} + """ + + return (query, {"key": key}) diff --git a/agents-api/agents_api/models/session/set_cached_response.py b/agents-api/agents_api/models/session/set_cached_response.py new file mode 100644 index 000000000..51b5351a6 --- /dev/null +++ b/agents-api/agents_api/models/session/set_cached_response.py @@ -0,0 +1,16 @@ +from ..utils import cozo_query + + +@cozo_query +def set_cached_response(key: str, value: dict) -> tuple[str, dict]: + query = """ + ?[key, value] <- [[$key, $value]] + + :insert session_cache { + key => value + } + + :returning + """ + + return (query, {"key": key, "value": value}) diff --git a/agents-api/agents_api/routers/sessions/session.py b/agents-api/agents_api/routers/sessions/session.py index b85a8503a..fe94eb8eb 100644 --- a/agents-api/agents_api/routers/sessions/session.py +++ b/agents-api/agents_api/routers/sessions/session.py @@ -1,4 +1,5 @@ import json +import xxhash from functools import reduce from json import JSONDecodeError from typing import Callable @@ -19,6 +20,7 @@ from ...common.protocol.entries import Entry from ...common.protocol.sessions import SessionData from ...common.utils.template import render_template +from ...common.utils.json import CustomJSONEncoder from ...env import ( summarization_tokens_threshold, docs_embedding_service_url, @@ -32,6 +34,8 @@ from ...models.entry.add_entries import add_entries_query from ...models.entry.proc_mem_context import proc_mem_context_query from ...models.session.session_data import get_session_data +from ...models.session.get_cached_response import get_cached_response +from ...models.session.set_cached_response import set_cached_response from .exceptions import InputTooBigError from .protocol import Settings @@ -52,6 +56,30 @@ ) +def cache(f): + async def wrapper( + self, init_context: list[ChatML], settings: Settings + ) -> ChatCompletion: + key = xxhash.xxh64( + json.dumps( + { + "init_context": [c.model_dump() for c in init_context], + "settings": settings.model_dump(), + }, + cls=CustomJSONEncoder, default_empty_value="", + ) + ).hexdigest() + result = get_cached_response(key=key) + if not result.size: + resp = await f(self, init_context, settings) + set_cached_response(key=key, value=resp.model_dump()) + return resp + choices = result.iloc[0].to_dict()["value"] + return ChatCompletion(**choices) + + return wrapper + + @dataclass class BaseSession: session_id: UUID4 @@ -333,6 +361,7 @@ async def forward( return messages, settings, doc_ids + @cache async def generate( self, init_context: list[ChatML], settings: Settings ) -> ChatCompletion: @@ -370,6 +399,7 @@ async def generate( api_key=api_key, **extra_body, ) + return res async def backward( diff --git a/agents-api/migrations/migrate_1716013793_session_cache.py b/agents-api/migrations/migrate_1716013793_session_cache.py new file mode 100644 index 000000000..c29f670b3 --- /dev/null +++ b/agents-api/migrations/migrate_1716013793_session_cache.py @@ -0,0 +1,33 @@ +# /usr/bin/env python3 + +MIGRATION_ID = "session_cache" +CREATED_AT = 1716013793.746602 + + +session_cache = dict( + up=""" + :create session_cache { + key: String, + => + value: Json, + } + """, + down=""" + ::remove session_cache + """, +) + + +queries_to_run = [ + session_cache, +] + + +def up(client): + for q in queries_to_run: + client.run(q["up"]) + + +def down(client): + for q in reversed(queries_to_run): + client.run(q["down"]) diff --git a/agents-api/poetry.lock b/agents-api/poetry.lock index e11669da7..eb35a0705 100644 --- a/agents-api/poetry.lock +++ b/agents-api/poetry.lock @@ -3737,6 +3737,123 @@ files = [ {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, ] +[[package]] +name = "xxhash" +version = "3.4.1" +description = "Python binding for xxHash" +optional = false +python-versions = ">=3.7" +files = [ + {file = "xxhash-3.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:91dbfa55346ad3e18e738742236554531a621042e419b70ad8f3c1d9c7a16e7f"}, + {file = "xxhash-3.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = 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