feat: 多模态支持

.gitignore

@@ -20,5 +20,6 @@ build/
 *.egg-info/
 .coverage
 /web/
-botpy.log
-data/frpc/
+botpy.log*
+data/frpc/
+data/db/

MANIFEST.in

@@ -1,4 +1,5 @@
 recursive-include kirara_ai/plugins/im_http_legacy_adapter/assets *
 recursive-include kirara_ai/plugins/im_qqbot_adapter/assets *
 recursive-include kirara_ai/plugins/im_telegram_adapter/assets *
-recursive-include kirara_ai/plugins/im_wecom_adapter/assets *
+recursive-include kirara_ai/plugins/im_wecom_adapter/assets *
+recursive-include kirara_ai/alembic *

alembic.ini

@@ -0,0 +1,119 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts
+# Use forward slashes (/) also on windows to provide an os agnostic path
+script_location = kirara_ai/alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the python>=3.9 or backports.zoneinfo library and tzdata library.
+# Any required deps can installed by adding `alembic[tz]` to the pip requirements
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to alembic/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "version_path_separator" below.
+# version_locations = %(here)s/bar:%(here)s/bat:alembic/versions
+
+# version path separator; As mentioned above, this is the character used to split
+# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
+# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
+# Valid values for version_path_separator are:
+#
+# version_path_separator = :
+# version_path_separator = ;
+# version_path_separator = space
+# version_path_separator = newline
+#
+# Use os.pathsep. Default configuration used for new projects.
+version_path_separator = os
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+sqlalchemy.url = sqlite:///./data/db/kirara.db
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the exec runner, execute a binary
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = %(here)s/.venv/bin/ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARNING
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARNING
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S

data/dispatch_rules/rules.yaml

@@ -1,7 +1,7 @@
 - rule_id: chat_normal
   name: 群聊AI对话
   description: 群聊中使用 /chat 开头对话或者 被@ 时触发聊天
-  workflow_id: test:test
+  workflow_id: chat:normal
   priority: 5
   enabled: true
   rule_groups:
@@ -24,7 +24,7 @@
 - rule_id: chat_creative
   name: 私聊AI对话
   description: 私聊时直接发送内容触发对话
-  workflow_id: test:test
+  workflow_id: chat:normal
   priority: 5
   enabled: true
   rule_groups:

data/media/.gitignore

@@ -0,0 +1,2 @@
+metadata/*
+files/*

kirara_ai/alembic/README

@@ -0,0 +1 @@
+Generic single-database configuration.

kirara_ai/alembic/env.py

@@ -0,0 +1,79 @@
+from logging.config import fileConfig
+
+from alembic import context
+from sqlalchemy import engine_from_config, pool
+
+# this is the Alembic Config object, which provides
+# access to the values within the .ini file in use.
+config = context.config
+
+# Interpret the config file for Python logging.
+# This line sets up loggers basically.
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# add your model's MetaData object here
+# for 'autogenerate' support
+# from myapp import mymodel
+# target_metadata = mymodel.Base.metadata
+from kirara_ai.database.manager import Base
+from kirara_ai.tracing.models import LLMRequestTrace  # noqa: F401
+
+target_metadata = Base.metadata
+
+# other values from the config, defined by the needs of env.py,
+# can be acquired:
+# my_important_option = config.get_main_option("my_important_option")
+# ... etc.
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode.
+
+    This configures the context with just a URL
+    and not an Engine, though an Engine is acceptable
+    here as well.  By skipping the Engine creation
+    we don't even need a DBAPI to be available.
+
+    Calls to context.execute() here emit the given string to the
+    script output.
+
+    """
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+    )
+
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def run_migrations_online() -> None:
+    """Run migrations in 'online' mode.
+
+    In this scenario we need to create an Engine
+    and associate a connection with the context.
+
+    """
+    connectable = engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+        poolclass=pool.NullPool,
+    )
+
+    with connectable.connect() as connection:
+        context.configure(
+            connection=connection, target_metadata=target_metadata
+        )
+
+        with context.begin_transaction():
+            context.run_migrations()
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()

kirara_ai/alembic/script.py.mako

@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    ${downgrades if downgrades else "pass"}

kirara_ai/alembic/versions/4a364dbb8dab_initial_migration.py

@@ -0,0 +1,62 @@
+"""Initial migration
+
+Revision ID: 4a364dbb8dab
+Revises: 
+Create Date: 2025-03-29 13:59:33.243069
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+# revision identifiers, used by Alembic.
+revision: str = '4a364dbb8dab'
+down_revision: Union[str, None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('llm_request_traces',
+    sa.Column('id', sa.Integer(), autoincrement=True, nullable=False),
+    sa.Column('trace_id', sa.String(length=64), nullable=False),
+    sa.Column('model_id', sa.String(length=64), nullable=False),
+    sa.Column('backend_name', sa.String(length=64), nullable=False),
+    sa.Column('request_time', sa.DateTime(), nullable=False),
+    sa.Column('response_time', sa.DateTime(), nullable=True),
+    sa.Column('duration', sa.Float(), nullable=True),
+    sa.Column('request_json', sa.Text(), nullable=True),
+    sa.Column('response_json', sa.Text(), nullable=True),
+    sa.Column('prompt_tokens', sa.Integer(), nullable=True),
+    sa.Column('completion_tokens', sa.Integer(), nullable=True),
+    sa.Column('total_tokens', sa.Integer(), nullable=True),
+    sa.Column('cached_tokens', sa.Integer(), nullable=True),
+    sa.Column('error', sa.Text(), nullable=True),
+    sa.Column('status', sa.String(length=20), nullable=False),
+    sa.PrimaryKeyConstraint('id')
+    )
+    op.create_index('idx_backend_time', 'llm_request_traces', ['backend_name', 'request_time'], unique=False)
+    op.create_index('idx_request_model', 'llm_request_traces', ['model_id', 'request_time'], unique=False)
+    op.create_index('idx_status_time', 'llm_request_traces', ['status', 'request_time'], unique=False)
+    op.create_index(op.f('ix_llm_request_traces_backend_name'), 'llm_request_traces', ['backend_name'], unique=False)
+    op.create_index(op.f('ix_llm_request_traces_model_id'), 'llm_request_traces', ['model_id'], unique=False)
+    op.create_index(op.f('ix_llm_request_traces_request_time'), 'llm_request_traces', ['request_time'], unique=False)
+    op.create_index(op.f('ix_llm_request_traces_trace_id'), 'llm_request_traces', ['trace_id'], unique=True)
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_index(op.f('ix_llm_request_traces_trace_id'), table_name='llm_request_traces')
+    op.drop_index(op.f('ix_llm_request_traces_request_time'), table_name='llm_request_traces')
+    op.drop_index(op.f('ix_llm_request_traces_model_id'), table_name='llm_request_traces')
+    op.drop_index(op.f('ix_llm_request_traces_backend_name'), table_name='llm_request_traces')
+    op.drop_index('idx_status_time', table_name='llm_request_traces')
+    op.drop_index('idx_request_model', table_name='llm_request_traces')
+    op.drop_index('idx_backend_time', table_name='llm_request_traces')
+    op.drop_table('llm_request_traces')
+    # ### end Alembic commands ###

kirara_ai/config/config_loader.py

@@ -1,7 +1,7 @@
 import os
 import shutil
 from functools import wraps
-from typing import Optional, Type
+from typing import Generic, Optional, TypeVar
 
 from pydantic import BaseModel, ValidationError
 from pydantic.json_schema import GenerateJsonSchema, JsonSchemaValue
@@ -10,6 +10,9 @@
 from ..logger import get_logger
 
 CONFIG_FILE = "data/config.yaml"
+
+T = TypeVar("T", bound=BaseModel)
+
 class ConfigLoader:
     """
     配置文件加载器，支持加载和保存 YAML 文件，并保留注释。
@@ -18,7 +21,7 @@ class ConfigLoader:
     yaml = YAML()
 
     @staticmethod
-    def load_config(config_path: str, config_class: Type[BaseModel]) -> BaseModel:
+    def load_config(config_path: str, config_class: Generic[T]) -> T:
         """
         从 YAML 文件中加载配置，并将其序列化为相应的配置对象。
         :param config_path: 配置文件路径。
@@ -84,4 +87,4 @@ def sort(
         self, value: JsonSchemaValue, parent_key: Optional[str] = None
     ) -> JsonSchemaValue:
         """No-op, we don't want to sort schema values at all."""
-        return value
+        return value

kirara_ai/config/global_config.py

@@ -89,6 +89,11 @@ class SystemConfig(BaseModel):
 
     timezone: str = Field(default="Asia/Shanghai", description="时区")
 
+class TracingConfig(BaseModel):
+    """Tracing 配置"""
+
+    llm_tracing_content: bool = Field(default=False, description="是否记录 LLM 请求内容")
+
 class GlobalConfig(BaseModel):
     ims: List[IMConfig] = Field(default=[], description="IM配置列表")
     llms: LLMConfig = LLMConfig()
@@ -99,5 +104,6 @@ class GlobalConfig(BaseModel):
     update: UpdateConfig = UpdateConfig()
     frpc: FrpcConfig = FrpcConfig()
     system: SystemConfig = SystemConfig()
+    tracing: TracingConfig = TracingConfig()
 
     model_config = ConfigDict(extra="allow")

kirara_ai/database/__init__.py

@@ -0,0 +1,3 @@
+from kirara_ai.database.manager import Base, DatabaseManager, metadata
+
+__all__ = ["Base", "DatabaseManager", "metadata"]