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mail-intake/docs/mcp/modules/mail_intake.models.json
Vishesh 'ironeagle' Bangotra 370d1272bf docs: add wiki and refresh flat lib with mcp artifacts
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{
"module": "mail_intake.models",
"content": {
"path": "mail_intake.models",
"docstring": "# Summary\n\nDomain models for Mail Intake.\n\nThis package defines the **canonical, provider-agnostic data models**\nused throughout the Mail Intake ingestion pipeline.\n\nModels in this package:\n\n- Represent fully parsed and normalized mail data.\n- Are safe to persist, serialize, and index.\n- Contain no provider-specific payloads or API semantics.\n- Serve as stable inputs for downstream processing and analysis.\n\nThese models form the core internal data contract of the library.\n\n---\n\n# Public API\n\n- `MailIntakeMessage`\n- `MailIntakeThread`\n\n---",
"objects": {
"MailIntakeMessage": {
"name": "MailIntakeMessage",
"kind": "class",
"path": "mail_intake.models.MailIntakeMessage",
"signature": "MailIntakeMessage(message_id: str, thread_id: str, timestamp: datetime, from_email: str, from_name: str | None, subject: str, body_text: str, snippet: str, raw_headers: dict[str, str])",
"docstring": "Canonical internal representation of a single email message.\n\nNotes:\n **Guarantees:**\n\n - This model represents a fully parsed and normalized email message.\n - It is intentionally provider-agnostic and suitable for\n persistence, indexing, and downstream processing.\n\n **Constraints:**\n\n - No provider-specific identifiers, payloads, or API semantics\n should appear in this model.",
"members": {
"message_id": {
"name": "message_id",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.message_id",
"signature": null,
"docstring": "Provider-specific message identifier."
},
"thread_id": {
"name": "thread_id",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.thread_id",
"signature": null,
"docstring": "Provider-specific thread identifier to which this message belongs."
},
"timestamp": {
"name": "timestamp",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.timestamp",
"signature": null,
"docstring": "Message timestamp as a timezone-naive UTC datetime."
},
"from_email": {
"name": "from_email",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.from_email",
"signature": null,
"docstring": "Sender email address."
},
"from_name": {
"name": "from_name",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.from_name",
"signature": null,
"docstring": "Optional human-readable sender name."
},
"subject": {
"name": "subject",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.subject",
"signature": null,
"docstring": "Raw subject line of the message."
},
"body_text": {
"name": "body_text",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.body_text",
"signature": null,
"docstring": "Extracted plain-text body content of the message."
},
"snippet": {
"name": "snippet",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.snippet",
"signature": null,
"docstring": "Short provider-supplied preview snippet of the message."
},
"raw_headers": {
"name": "raw_headers",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeMessage.raw_headers",
"signature": null,
"docstring": "Normalized mapping of message headers (header name → value)."
}
}
},
"MailIntakeThread": {
"name": "MailIntakeThread",
"kind": "class",
"path": "mail_intake.models.MailIntakeThread",
"signature": "MailIntakeThread(thread_id: str, normalized_subject: str, participants: set[str] = ..., messages: list[MailIntakeMessage] = ..., last_activity_at: datetime | None = ...)",
"docstring": "Canonical internal representation of an email thread.\n\nNotes:\n **Guarantees:**\n\n - A thread groups multiple related messages under a single subject\n and participant set.\n - It is designed to support reasoning over conversational context\n such as job applications, interviews, follow-ups, and ongoing discussions.\n - This model is provider-agnostic and safe to persist.",
"members": {
"thread_id": {
"name": "thread_id",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeThread.thread_id",
"signature": null,
"docstring": "Provider-specific thread identifier."
},
"normalized_subject": {
"name": "normalized_subject",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeThread.normalized_subject",
"signature": null,
"docstring": "Normalized subject line used to group related messages."
},
"participants": {
"name": "participants",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeThread.participants",
"signature": null,
"docstring": "Set of unique participant email addresses observed in the thread."
},
"messages": {
"name": "messages",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeThread.messages",
"signature": null,
"docstring": "Ordered list of messages belonging to this thread."
},
"last_activity_at": {
"name": "last_activity_at",
"kind": "attribute",
"path": "mail_intake.models.MailIntakeThread.last_activity_at",
"signature": null,
"docstring": "Timestamp of the most recent message in the thread."
},
"add_message": {
"name": "add_message",
"kind": "function",
"path": "mail_intake.models.MailIntakeThread.add_message",
"signature": "add_message(message: MailIntakeMessage)",
"docstring": "Add a message to the thread and update derived fields.\n\nArgs:\n message (MailIntakeMessage):\n Parsed mail message to add to the thread.\n\nNotes:\n **Responsibilities:**\n\n - Appends the message to the thread.\n - Tracks unique participants.\n - Updates the last activity timestamp."
}
}
},
"message": {
"name": "message",
"kind": "module",
"path": "mail_intake.models.message",
"signature": null,
"docstring": "# Summary\n\nMessage domain models for Mail Intake.\n\nThis module defines the **canonical, provider-agnostic representation**\nof an individual email message as used internally by the Mail Intake\ningestion pipeline.\n\nModels in this module are safe to persist and must not contain any\nprovider-specific fields or semantics.",
"members": {
"MailIntakeMessage": {
"name": "MailIntakeMessage",
"kind": "class",
"path": "mail_intake.models.message.MailIntakeMessage",
"signature": "MailIntakeMessage(message_id: str, thread_id: str, timestamp: datetime, from_email: str, from_name: str | None, subject: str, body_text: str, snippet: str, raw_headers: dict[str, str])",
"docstring": "Canonical internal representation of a single email message.\n\nNotes:\n **Guarantees:**\n\n - This model represents a fully parsed and normalized email message.\n - It is intentionally provider-agnostic and suitable for\n persistence, indexing, and downstream processing.\n\n **Constraints:**\n\n - No provider-specific identifiers, payloads, or API semantics\n should appear in this model.",
"members": {
"message_id": {
"name": "message_id",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.message_id",
"signature": null,
"docstring": "Provider-specific message identifier."
},
"thread_id": {
"name": "thread_id",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.thread_id",
"signature": null,
"docstring": "Provider-specific thread identifier to which this message belongs."
},
"timestamp": {
"name": "timestamp",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.timestamp",
"signature": null,
"docstring": "Message timestamp as a timezone-naive UTC datetime."
},
"from_email": {
"name": "from_email",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.from_email",
"signature": null,
"docstring": "Sender email address."
},
"from_name": {
"name": "from_name",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.from_name",
"signature": null,
"docstring": "Optional human-readable sender name."
},
"subject": {
"name": "subject",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.subject",
"signature": null,
"docstring": "Raw subject line of the message."
},
"body_text": {
"name": "body_text",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.body_text",
"signature": null,
"docstring": "Extracted plain-text body content of the message."
},
"snippet": {
"name": "snippet",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.snippet",
"signature": null,
"docstring": "Short provider-supplied preview snippet of the message."
},
"raw_headers": {
"name": "raw_headers",
"kind": "attribute",
"path": "mail_intake.models.message.MailIntakeMessage.raw_headers",
"signature": null,
"docstring": "Normalized mapping of message headers (header name → value)."
}
}
}
}
},
"thread": {
"name": "thread",
"kind": "module",
"path": "mail_intake.models.thread",
"signature": null,
"docstring": "# Summary\n\nThread domain models for Mail Intake.\n\nThis module defines the **canonical, provider-agnostic representation**\nof an email thread as used internally by the Mail Intake ingestion pipeline.\n\nThreads group related messages and serve as the primary unit of reasoning\nfor higher-level correspondence workflows.",
"members": {
"MailIntakeMessage": {
"name": "MailIntakeMessage",
"kind": "class",
"path": "mail_intake.models.thread.MailIntakeMessage",
"signature": "MailIntakeMessage(message_id: str, thread_id: str, timestamp: datetime, from_email: str, from_name: str | None, subject: str, body_text: str, snippet: str, raw_headers: dict[str, str])",
"docstring": "Canonical internal representation of a single email message.\n\nNotes:\n **Guarantees:**\n\n - This model represents a fully parsed and normalized email message.\n - It is intentionally provider-agnostic and suitable for\n persistence, indexing, and downstream processing.\n\n **Constraints:**\n\n - No provider-specific identifiers, payloads, or API semantics\n should appear in this model.",
"members": {
"message_id": {
"name": "message_id",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.message_id",
"signature": null,
"docstring": "Provider-specific message identifier."
},
"thread_id": {
"name": "thread_id",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.thread_id",
"signature": null,
"docstring": "Provider-specific thread identifier to which this message belongs."
},
"timestamp": {
"name": "timestamp",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.timestamp",
"signature": null,
"docstring": "Message timestamp as a timezone-naive UTC datetime."
},
"from_email": {
"name": "from_email",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.from_email",
"signature": null,
"docstring": "Sender email address."
},
"from_name": {
"name": "from_name",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.from_name",
"signature": null,
"docstring": "Optional human-readable sender name."
},
"subject": {
"name": "subject",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.subject",
"signature": null,
"docstring": "Raw subject line of the message."
},
"body_text": {
"name": "body_text",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.body_text",
"signature": null,
"docstring": "Extracted plain-text body content of the message."
},
"snippet": {
"name": "snippet",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.snippet",
"signature": null,
"docstring": "Short provider-supplied preview snippet of the message."
},
"raw_headers": {
"name": "raw_headers",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeMessage.raw_headers",
"signature": null,
"docstring": "Normalized mapping of message headers (header name → value)."
}
}
},
"MailIntakeThread": {
"name": "MailIntakeThread",
"kind": "class",
"path": "mail_intake.models.thread.MailIntakeThread",
"signature": "MailIntakeThread(thread_id: str, normalized_subject: str, participants: set[str] = ..., messages: list[MailIntakeMessage] = ..., last_activity_at: datetime | None = ...)",
"docstring": "Canonical internal representation of an email thread.\n\nNotes:\n **Guarantees:**\n\n - A thread groups multiple related messages under a single subject\n and participant set.\n - It is designed to support reasoning over conversational context\n such as job applications, interviews, follow-ups, and ongoing discussions.\n - This model is provider-agnostic and safe to persist.",
"members": {
"thread_id": {
"name": "thread_id",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeThread.thread_id",
"signature": null,
"docstring": "Provider-specific thread identifier."
},
"normalized_subject": {
"name": "normalized_subject",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeThread.normalized_subject",
"signature": null,
"docstring": "Normalized subject line used to group related messages."
},
"participants": {
"name": "participants",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeThread.participants",
"signature": null,
"docstring": "Set of unique participant email addresses observed in the thread."
},
"messages": {
"name": "messages",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeThread.messages",
"signature": null,
"docstring": "Ordered list of messages belonging to this thread."
},
"last_activity_at": {
"name": "last_activity_at",
"kind": "attribute",
"path": "mail_intake.models.thread.MailIntakeThread.last_activity_at",
"signature": null,
"docstring": "Timestamp of the most recent message in the thread."
},
"add_message": {
"name": "add_message",
"kind": "function",
"path": "mail_intake.models.thread.MailIntakeThread.add_message",
"signature": "add_message(message: MailIntakeMessage) -> None",
"docstring": "Add a message to the thread and update derived fields.\n\nArgs:\n message (MailIntakeMessage):\n Parsed mail message to add to the thread.\n\nNotes:\n **Responsibilities:**\n\n - Appends the message to the thread.\n - Tracks unique participants.\n - Updates the last activity timestamp."
}
}
}
}
}
}
}
}