""" Unified Context =============== A single data object that flows through the orchestrator into every tool / capability / plugin invocation. """ from __future__ import annotations from dataclasses import dataclass, field from typing import Any @dataclass class Attachment: """A file or image attached to the user message.""" type: str # "image" | "file" | "pdf" url: str = "" base64: str = "" filename: str = "" mime_type: str = "" # Stable per-attachment identifier; doubles as the directory segment # under which the original bytes live in the AttachmentStore. id: str = "" # Plain-text rendering of binary documents (PDF/DOCX/XLSX/PPTX). # Populated by ``extract_documents_from_records`` so the frontend can # show "what the LLM saw" when previewing office files. extracted_text: str = "" @dataclass class UnifiedContext: """ Everything a capability or tool needs to process a single user turn. Attributes: session_id: Persistent conversation identifier. user_message: The current user input. conversation_history: Previous messages in OpenAI format. enabled_tools: Tool names the user has toggled on (Level 1). ``None`` means "not specified", while ``[]`` means "explicitly disable all optional tools". allowed_builtin_tools: Whitelist gating the built-in auto-mounted tools (rag / read_memory / web_fetch / …). ``None`` (the product-chat default) means "no gating" — every built-in mounts under its usual context condition. A list restricts which built-ins may mount; partners set this so an owner can deny built-ins per companion. active_capability: Capability name selected by the user, or None for plain chat. knowledge_bases: KB names to use for RAG. attachments: Images / files sent with the message. config_overrides: Per-request config tweaks (e.g. temperature). language: UI / response language ("en" | "zh"). memory_context: Memory snapshot text injected into the system prompt. persona_context: Selected persona's instructions, eagerly injected into the system prompt (a persona must shape the voice from the first token; empty when no persona is active). skills_manifest: System-prompt Skills block — one line per capability skill visible to this user, plus any ``always`` skills' full bodies. The model pulls full skill content on demand via the ``read_skill`` tool. source_manifest: Plain-text manifest of attached sources (one line per source: id/name/type/preview). Empty when no sources are attached. Consumed by the chat capability to render an "Attached Sources" section in the system prompt and to enable the ``read_source`` tool. metadata: Catch-all for capability-specific extras. """ session_id: str = "" user_message: str = "" conversation_history: list[dict[str, Any]] = field(default_factory=list) enabled_tools: list[str] | None = None allowed_builtin_tools: list[str] | None = None active_capability: str | None = None knowledge_bases: list[str] = field(default_factory=list) attachments: list[Attachment] = field(default_factory=list) config_overrides: dict[str, Any] = field(default_factory=dict) language: str = "en" memory_context: str = "" persona_context: str = "" skills_manifest: str = "" source_manifest: str = "" metadata: dict[str, Any] = field(default_factory=dict)