docs-and-mcps (#1)
Reviewed-on: #1 Co-authored-by: Vishesh 'ironeagle' Bangotra <aetoskia@gmail.com> Co-committed-by: Vishesh 'ironeagle' Bangotra <aetoskia@gmail.com>
This commit is contained in:
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mcp_docs/modules/mail_intake.models.thread.json
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174
mcp_docs/modules/mail_intake.models.thread.json
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{
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"module": "mail_intake.models.thread",
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"content": {
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"path": "mail_intake.models.thread",
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"docstring": "Thread 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.",
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"objects": {
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"dataclass": {
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"name": "dataclass",
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"kind": "alias",
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"path": "mail_intake.models.thread.dataclass",
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"signature": "<bound method Alias.signature of Alias('dataclass', 'dataclasses.dataclass')>",
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"docstring": null
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},
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"field": {
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"name": "field",
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"kind": "alias",
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"path": "mail_intake.models.thread.field",
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"signature": "<bound method Alias.signature of Alias('field', 'dataclasses.field')>",
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"docstring": null
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},
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"datetime": {
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"name": "datetime",
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"kind": "alias",
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"path": "mail_intake.models.thread.datetime",
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"signature": "<bound method Alias.signature of Alias('datetime', 'datetime.datetime')>",
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"docstring": null
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},
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"List": {
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"name": "List",
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"kind": "alias",
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"path": "mail_intake.models.thread.List",
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"signature": "<bound method Alias.signature of Alias('List', 'typing.List')>",
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"docstring": null
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},
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"Set": {
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"name": "Set",
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"kind": "alias",
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"path": "mail_intake.models.thread.Set",
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"signature": "<bound method Alias.signature of Alias('Set', 'typing.Set')>",
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"docstring": null
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},
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"MailIntakeMessage": {
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"name": "MailIntakeMessage",
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"kind": "class",
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"path": "mail_intake.models.thread.MailIntakeMessage",
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"signature": "<bound method Alias.signature of Alias('MailIntakeMessage', 'mail_intake.models.message.MailIntakeMessage')>",
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"docstring": "Canonical internal representation of a single email message.\n\nThis model represents a fully parsed and normalized email message.\nIt is intentionally provider-agnostic and suitable for persistence,\nindexing, and downstream processing.\n\nNo provider-specific identifiers, payloads, or API semantics\nshould appear in this model.",
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"members": {
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"message_id": {
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"name": "message_id",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.message_id",
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"signature": "<bound method Alias.signature of Alias('message_id', 'mail_intake.models.message.MailIntakeMessage.message_id')>",
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"docstring": "Provider-specific message identifier."
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},
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"thread_id": {
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"name": "thread_id",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.thread_id",
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"signature": "<bound method Alias.signature of Alias('thread_id', 'mail_intake.models.message.MailIntakeMessage.thread_id')>",
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"docstring": "Provider-specific thread identifier to which this message belongs."
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},
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"timestamp": {
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"name": "timestamp",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.timestamp",
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"signature": "<bound method Alias.signature of Alias('timestamp', 'mail_intake.models.message.MailIntakeMessage.timestamp')>",
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"docstring": "Message timestamp as a timezone-naive UTC datetime."
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},
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"from_email": {
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"name": "from_email",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.from_email",
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"signature": "<bound method Alias.signature of Alias('from_email', 'mail_intake.models.message.MailIntakeMessage.from_email')>",
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"docstring": "Sender email address."
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},
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"from_name": {
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"name": "from_name",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.from_name",
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"signature": "<bound method Alias.signature of Alias('from_name', 'mail_intake.models.message.MailIntakeMessage.from_name')>",
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"docstring": "Optional human-readable sender name."
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},
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"subject": {
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"name": "subject",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.subject",
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"signature": "<bound method Alias.signature of Alias('subject', 'mail_intake.models.message.MailIntakeMessage.subject')>",
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"docstring": "Raw subject line of the message."
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},
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"body_text": {
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"name": "body_text",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.body_text",
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"signature": "<bound method Alias.signature of Alias('body_text', 'mail_intake.models.message.MailIntakeMessage.body_text')>",
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"docstring": "Extracted plain-text body content of the message."
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},
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"snippet": {
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"name": "snippet",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.snippet",
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"signature": "<bound method Alias.signature of Alias('snippet', 'mail_intake.models.message.MailIntakeMessage.snippet')>",
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"docstring": "Short provider-supplied preview snippet of the message."
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},
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"raw_headers": {
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"name": "raw_headers",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeMessage.raw_headers",
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"signature": "<bound method Alias.signature of Alias('raw_headers', 'mail_intake.models.message.MailIntakeMessage.raw_headers')>",
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"docstring": "Normalized mapping of message headers (header name → value)."
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}
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}
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},
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"MailIntakeThread": {
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"name": "MailIntakeThread",
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"kind": "class",
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"path": "mail_intake.models.thread.MailIntakeThread",
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"signature": "<bound method Class.signature of Class('MailIntakeThread', 18, 64)>",
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"docstring": "Canonical internal representation of an email thread.\n\nA thread groups multiple related messages under a single subject\nand participant set. It is designed to support reasoning over\nconversational context such as job applications, interviews,\nfollow-ups, and ongoing discussions.\n\nThis model is provider-agnostic and safe to persist.",
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"members": {
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"thread_id": {
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"name": "thread_id",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeThread.thread_id",
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"signature": null,
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"docstring": "Provider-specific thread identifier."
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},
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"normalized_subject": {
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"name": "normalized_subject",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeThread.normalized_subject",
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"signature": null,
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"docstring": "Normalized subject line used to group related messages."
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},
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"participants": {
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"name": "participants",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeThread.participants",
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"signature": null,
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"docstring": "Set of unique participant email addresses observed in the thread."
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},
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"messages": {
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"name": "messages",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeThread.messages",
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"signature": null,
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"docstring": "Ordered list of messages belonging to this thread."
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},
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"last_activity_at": {
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"name": "last_activity_at",
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"kind": "attribute",
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"path": "mail_intake.models.thread.MailIntakeThread.last_activity_at",
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"signature": null,
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"docstring": "Timestamp of the most recent message in the thread."
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},
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"add_message": {
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"name": "add_message",
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"kind": "function",
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"path": "mail_intake.models.thread.MailIntakeThread.add_message",
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"signature": "<bound method Function.signature of Function('add_message', 46, 64)>",
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"docstring": "Add a message to the thread and update derived fields.\n\nThis method:\n- Appends the message to the thread\n- Tracks unique participants\n- Updates the last activity timestamp\n\nArgs:\n message: Parsed mail message to add to the thread."
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}
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}
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},
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"Optional": {
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"name": "Optional",
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"kind": "alias",
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"path": "mail_intake.models.thread.Optional",
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"signature": "<bound method Alias.signature of Alias('Optional', 'typing.Optional')>",
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"docstring": null
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}
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}
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}
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}
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