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models.py
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# Copyright (c) 2025, WSO2 LLC. (https://www.wso2.com).
#
# WSO2 LLC. licenses this file to you under the Apache License,
# Version 2.0 (the "License"); you may not use this file except
# in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from __future__ import annotations
from enum import Enum
from typing import Annotated, Literal, Self
from pydantic import BaseModel, ConfigDict, Field, model_validator
class Provider(BaseModel):
model_config = ConfigDict(extra="forbid")
name: str | None = None
url: str | None = None
class ClientAuthentication(BaseModel):
model_config = ConfigDict(extra="allow")
type: str
token: str | None = None
username: str | None = None
password: str | None = None
api_key: str | None = None
@model_validator(mode="after")
def validate_type_fields(self) -> Self:
match self.type.lower():
case "bearer":
if self.token is None:
raise ValueError("type 'bearer' requires 'token' field")
case "basic":
if self.username is None or self.password is None:
raise ValueError(
"type 'basic' requires 'username' and 'password' fields"
)
case "api-key":
if self.api_key is None:
raise ValueError("type 'api-key' requires 'api_key' field")
return self
class Model(BaseModel):
model_config = ConfigDict(extra="forbid")
name: str | None = None
provider: str | None = None
url: str | None = None
authentication: ClientAuthentication | None = None
class HttpTransport(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["http"] = "http"
url: str
authentication: ClientAuthentication | None = None
class StdioTransport(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["stdio"] = "stdio"
command: str
args: list[str] | None = None
env: dict[str, str] | None = None
Transport = Annotated[
HttpTransport | StdioTransport,
Field(discriminator="type"),
]
class ToolFilter(BaseModel):
model_config = ConfigDict(extra="forbid")
allow: list[str] | None = None
deny: list[str] | None = None
class MCPServer(BaseModel):
model_config = ConfigDict(extra="forbid")
name: str
transport: Transport
tool_filter: ToolFilter | None = None
class Tools(BaseModel):
model_config = ConfigDict(extra="forbid")
mcp: list[MCPServer] | None = None
class JSONSchema(BaseModel):
model_config = ConfigDict(extra="allow")
type: str
properties: dict[str, JSONSchema] | None = None
required: list[str] | None = None
items: JSONSchema | None = None
description: str | None = None
class Signature(BaseModel):
model_config = ConfigDict(extra="forbid")
input: JSONSchema = Field(default_factory=lambda: JSONSchema(type="string"))
output: JSONSchema = Field(default_factory=lambda: JSONSchema(type="string"))
#
class HTTPExposure(BaseModel):
model_config = ConfigDict(extra="forbid")
path: str
class Exposure(BaseModel):
model_config = ConfigDict(extra="forbid")
http: HTTPExposure | None = None
class Subscription(BaseModel):
model_config = ConfigDict(extra="forbid")
protocol: str
hub: str | None = None
topic: str | None = None
callback: str | None = None
secret: str | None = None
authentication: ClientAuthentication | None = None
class InterfaceType(str, Enum):
CONSOLE_CHAT = "consolechat"
WEB_CHAT = "webchat"
WEBHOOK = "webhook"
class ConsoleChatInterface(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["consolechat"] = "consolechat"
signature: Signature = Field(default_factory=Signature)
class WebChatInterface(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["webchat"] = "webchat"
signature: Signature = Field(default_factory=Signature)
exposure: Exposure = Field(
default_factory=lambda: Exposure(http=HTTPExposure(path="/chat"))
)
class WebhookInterface(BaseModel):
model_config = ConfigDict(extra="forbid")
type: Literal["webhook"] = "webhook"
prompt: str | None = None
signature: Signature = Field(default_factory=Signature)
exposure: Exposure = Field(
default_factory=lambda: Exposure(http=HTTPExposure(path="/webhook"))
)
subscription: Subscription
# Type alias for any interface type
Interface = Annotated[
ConsoleChatInterface | WebChatInterface | WebhookInterface,
Field(discriminator="type"),
]
class AgentMetadata(BaseModel):
model_config = ConfigDict(extra="forbid")
spec_version: str | None = None
name: str | None = None
description: str | None = None
version: str | None = None
author: str | None = None
authors: list[str] | None = None
icon_url: str | None = None
provider: Provider | None = None
license: str | None = None
model: Model | None = None
interfaces: list[Interface] | None = None
tools: Tools | None = None
max_iterations: int | None = None
class AFMRecord(BaseModel):
model_config = ConfigDict(extra="forbid")
metadata: AgentMetadata
role: str
instructions: str
class LiteralSegment(BaseModel):
model_config = ConfigDict(frozen=True)
kind: Literal["literal"] = "literal"
text: str
class PayloadVariable(BaseModel):
model_config = ConfigDict(frozen=True)
kind: Literal["payload"] = "payload"
path: str
class HeaderVariable(BaseModel):
model_config = ConfigDict(frozen=True)
kind: Literal["header"] = "header"
name: str
# Type alias for template segments
TemplateSegment = Annotated[
LiteralSegment | PayloadVariable | HeaderVariable, Field(discriminator="kind")
]
class CompiledTemplate(BaseModel):
model_config = ConfigDict(frozen=True)
segments: tuple[TemplateSegment, ...]