feat: add stateful conversation storage
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@@ -27,7 +27,41 @@ if TYPE_CHECKING:
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from anthropic.types import MessageParam
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__all__ = ["ParsedFile", "last_role", "parse", "resolve_agent"]
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__all__ = [
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"AssistantSegment",
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"ParsedFile",
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"ParsedTurn",
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"TextSegment",
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"ToolSegment",
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"last_role",
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"parse",
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"parse_assistant_structure",
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"resolve_agent",
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]
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@dataclass(frozen=True, slots=True)
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class TextSegment:
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"""A run of plain text inside an assistant turn (between callouts)."""
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text: str
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@dataclass(frozen=True, slots=True)
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class ToolSegment:
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"""A ``> [!tool]- <name>`` callout placeholder.
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Only the tool ``name`` is captured — the " · summary" suffix on the
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callout title and the JSON body inside the quote block are
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decorative for the human reader; the canonical tool_use block lives
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in the DB and is keyed by *position+name* against the structure
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parsed here.
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"""
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name: str
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AssistantSegment = TextSegment | ToolSegment
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# Turn marker — must be exactly ``### User:`` or ``### Assistant:`` on
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@@ -42,6 +76,35 @@ _TURN_RE = re.compile(r"^###\s+(User|Assistant):\s*$", re.MULTILINE)
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# need to drop the whole quoted block.
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_CALLOUT_START_RE = re.compile(r"^>\s+\[!(thinking|tool)\]")
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# Tool-callout title line: ``> [!tool]- <name>`` or ``> [!tool]- <name> · <summary>``.
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# We only need the ``<name>`` part for skeleton matching; the summary is
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# decorative (built by ``renderer.summarize_tool_input`` from inputs the
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# user can edit visually without semantic consequence).
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_TOOL_TITLE_RE = re.compile(r"^>\s+\[!tool\]-\s*(.*?)\s*$")
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# Renderer joins name + summary with " · " (U+00B7) — see
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# ``renderer.summarize_tool_input``. We split on it to recover the
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# bare tool name.
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_TOOL_TITLE_SEP = " · "
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@dataclass(frozen=True, slots=True)
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class ParsedTurn:
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"""One turn extracted from the chat file.
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``role`` is ``"user"`` or ``"assistant"``. ``text`` is the spoken
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content with callouts stripped and HRs dropped — used both as the
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backend's ``MessageParam.content`` (back-compat with the existing
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parser shape) and as the diff key against stored turns.
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``structure`` is non-empty only for assistant turns: an ordered
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list of ``TextSegment`` / ``ToolSegment`` reflecting the visible
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layout of the assistant block, used by the conversation store to
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align with the canonical tool_use blocks held in DB.
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"""
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role: str
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text: str
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structure: tuple[TextSegment | ToolSegment, ...] = ()
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@dataclass(frozen=True, slots=True)
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class ParsedFile:
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@@ -49,48 +112,159 @@ class ParsedFile:
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``metadata`` is the YAML frontmatter as a plain dict (empty if the
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file has none). ``messages`` is the conversation history shaped for
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``Backend.complete`` — assistant turns are text-only. ``body`` is the
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raw markdown content *after* the frontmatter is stripped; the
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renderer needs it when it appends a new assistant turn so it can
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preserve whatever the human typed verbatim (including any callouts
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or HRs they added).
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``Backend.complete`` — assistant turns are text-only. ``turns`` is
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1:1 with ``messages`` and carries the per-turn structure (for
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assistant turns) that the conversation store needs to detect
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text-only edits vs. structural forks. ``body`` is the raw markdown
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content *after* the frontmatter is stripped; the renderer needs it
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when it appends a new assistant turn so it can preserve whatever
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the human typed verbatim (including any callouts or HRs they
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added).
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"""
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metadata: dict[str, Any]
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body: str
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messages: list[MessageParam]
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turns: list[ParsedTurn]
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def parse(text: str) -> ParsedFile:
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"""Parse a chat ``.md`` into ``(metadata, body, messages)``.
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"""Parse a chat ``.md`` into ``(metadata, body, messages, turns)``.
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A file with no turn markers but non-empty body is treated as a
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single user turn — the friendly path for "user types into a new
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file and hits send" before any turn markers exist.
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Assistant turns that have *only* tool callouts (no spoken text) are
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preserved here even though their ``MessageParam.content`` is empty
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— the structure carries tool-segment information the conversation
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store needs for skeleton matching. The renderer in practice always
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emits at least a trailing text block, so this branch is defensive.
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"""
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parsed = frontmatter.loads(text)
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metadata = dict(parsed.metadata)
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body = parsed.content
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messages: list[MessageParam] = []
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turns = _split_turns(body)
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if not turns:
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parsed_turns: list[ParsedTurn] = []
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raw_turns = _split_turns(body)
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if not raw_turns:
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stripped = body.strip()
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if stripped:
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messages.append({"role": "user", "content": stripped})
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return ParsedFile(metadata=metadata, body=body, messages=messages)
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parsed_turns.append(ParsedTurn(role="user", text=stripped))
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return ParsedFile(
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metadata=metadata, body=body, messages=messages, turns=parsed_turns
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)
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for role, raw in turns:
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for role, raw in raw_turns:
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if role == "user":
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text_content = _strip_hrs(raw).strip()
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if text_content:
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messages.append({"role": "user", "content": text_content})
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parsed_turns.append(ParsedTurn(role="user", text=text_content))
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else:
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text_content = _extract_assistant_text(raw)
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structure = parse_assistant_structure(raw)
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text_content = _segments_to_spoken_text(structure)
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has_tools = any(isinstance(s, ToolSegment) for s in structure)
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if text_content:
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messages.append({"role": "assistant", "content": text_content})
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parsed_turns.append(
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ParsedTurn(
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role="assistant", text=text_content, structure=tuple(structure)
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)
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)
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elif has_tools:
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# Tool-only assistant turn: nothing to feed the backend
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# as ``content`` (it'd reject an empty string), but the
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# structure must survive so the store can align it
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# against stored tool_use blocks. We synthesize a
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# single-space text content for backend round-trip; the
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# conversation store will replace this payload with the
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# canonical stored blocks before the backend ever sees
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# it on a continuation.
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messages.append({"role": "assistant", "content": " "})
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parsed_turns.append(
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ParsedTurn(role="assistant", text="", structure=tuple(structure))
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)
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return ParsedFile(metadata=metadata, body=body, messages=messages)
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return ParsedFile(
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metadata=metadata, body=body, messages=messages, turns=parsed_turns
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)
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def parse_assistant_structure(raw: str) -> list[TextSegment | ToolSegment]:
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"""Walk an assistant turn body, return its ordered text/tool segments.
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Tool callouts become :class:`ToolSegment` with just the tool name —
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the title's optional ``" · summary"`` suffix and the JSON body
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inside the quote block are decorative; the canonical tool_use
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block is held in the conversation store. Thinking callouts are
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stripped entirely (they were never round-trippable through the
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file — signatures expire). HR separator lines drop out.
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Empty / whitespace-only text segments at the boundaries (start,
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end, between adjacent tool callouts) are dropped so the skeleton
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is robust against renderer whitespace choices; a non-empty text
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segment with surrounding whitespace is trimmed on both ends but
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preserved.
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"""
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segments: list[TextSegment | ToolSegment] = []
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pending_text: list[str] = []
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def _flush_text() -> None:
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if not pending_text:
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return
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joined = "\n".join(pending_text)
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# Collapse runs of >2 blank lines (created when we stripped a
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# mid-block callout) into one so the diff against a re-render
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# is stable.
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cleaned = re.sub(r"\n{3,}", "\n\n", joined).strip()
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pending_text.clear()
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if cleaned:
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segments.append(TextSegment(text=cleaned))
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lines = raw.splitlines()
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i = 0
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while i < len(lines):
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line = lines[i]
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callout_match = _CALLOUT_START_RE.match(line)
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if callout_match:
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kind = callout_match.group(1)
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# Capture tool name *before* advancing past the block.
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if kind == "tool":
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title_match = _TOOL_TITLE_RE.match(line)
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title = title_match.group(1) if title_match else ""
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name = title.split(_TOOL_TITLE_SEP, 1)[0].strip()
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_flush_text()
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segments.append(ToolSegment(name=name))
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else:
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# Thinking callout — drop the whole block, emit nothing.
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_flush_text()
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# Skip the rest of the quote block.
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while i < len(lines) and lines[i].lstrip().startswith(">"):
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i += 1
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continue
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if line.strip() == "---":
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i += 1
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continue
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pending_text.append(line)
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i += 1
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_flush_text()
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return segments
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def _segments_to_spoken_text(segments: list[TextSegment | ToolSegment]) -> str:
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r"""Reduce a structure list to the spoken-text view the backend sees.
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Concatenates :class:`TextSegment` contents with ``\n\n`` between
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them, dropping :class:`ToolSegment` entries. Equivalent to what
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the pre-Conversation-store parser did — we keep that behavior so
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existing fingerprints (frontmatter ``fingerprint`` field) stay
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valid.
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"""
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chunks = [s.text for s in segments if isinstance(s, TextSegment)]
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return "\n\n".join(c for c in chunks if c).strip()
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def last_role(messages: list[MessageParam]) -> str | None:
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@@ -148,40 +322,3 @@ def _strip_hrs(raw: str) -> str:
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lines = raw.splitlines()
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kept = [ln for ln in lines if ln.strip() != "---"]
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return "\n".join(kept)
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def _extract_assistant_text(raw: str) -> str:
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"""Strip thinking/tool callouts from an assistant turn, return spoken text.
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Walks line by line. When we see a callout-start line (``> [!thinking]-``
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or ``> [!tool]- ...``), we skip the entire contiguous quote block
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(lines beginning with ``>`` or blank-then-`>` continuations don't
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happen in Obsidian callouts — a blank line ends the callout). HR
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lines (``---``) are dropped. Everything else is kept and joined,
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then collapsed to a clean trim.
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"""
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lines = raw.splitlines()
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out_lines: list[str] = []
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i = 0
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while i < len(lines):
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line = lines[i]
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if _CALLOUT_START_RE.match(line):
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# Skip the whole quote block (consecutive lines starting
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# with ``>``). Stop at first non-``>`` line, leaving it for
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# the next iteration. Blank lines do not end the block — a
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# callout body with a blank line uses ``> `` (quote-space)
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# too — but in practice Obsidian's quote block ends on the
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# first line that doesn't start with ``>``.
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while i < len(lines) and lines[i].lstrip().startswith(">"):
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i += 1
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continue
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if line.strip() == "---":
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i += 1
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continue
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out_lines.append(line)
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i += 1
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# Collapse runs of blank lines that callout-stripping creates
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# (two newlines around a stripped block fold into one).
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text_joined = "\n".join(out_lines)
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text_joined = re.sub(r"\n{3,}", "\n\n", text_joined)
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return text_joined.strip()
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