Keysat
536358093f
The intake bot now accepts a photo of a business card in the intake room and turns it into the same new-investor proposal a typed note would. The only new step is image -> text; everything downstream (parse, fuzzy match, in-thread approval, log-communication write) is reused unchanged. M3 was deferred only because Spark Control had no vision model. That blocker is gone: the daily-driver Qwen is vision-capable under the same model id, and the gateway forwards OpenAI multimodal content untouched, so no gateway/server/s9pk change is needed -- this ships bot-only (git pull + rebuild on the Spark). Transcribe-then-reuse (not vision-straight-to-JSON) is deliberate: the transcription becomes the source text the email-integrity rule checks against, so a mis-read address can't reach the CRM unapproved -- same guarantee as the text path. Card commits tag source="matrix_card" for the audit log. - llm.chat_vision: multimodal /v1/chat/completions, same model, same gateway - spark.transcribe_card: faithful card->text, "" on a non-card (NONE sentinel) - bot.on_image/handle_card: download image, transcribe, hand to handle_intake - crm_client: source provenance overridable via the proposal's _source key - tests: test_spark.py + a provenance case; 41/41 suite green
427 lines
23 KiB
Python
427 lines
23 KiB
Python
#!/usr/bin/env python3
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"""Matrix intake bot — entrypoint.
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A top-level message in the dedicated intake room is parsed (local Qwen via Spark Control)
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into a proposed fundraising-grid add/edit and posted back IN A THREAD. The team member
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replies in that thread — **yes** / **edit field=value** / **no** — and only on **yes** does
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the bot write, through the CRM's own API. Nothing is ever written autonomously.
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Runs as its own process (its matrix-nio dep is isolated here, never in the CRM runtime).
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Lifts matrix-bridge's prime-then-listen + threaded-reply plumbing. Config: repo .env.
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"""
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import asyncio
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import base64
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from nio import AsyncClient, MatrixRoom, MessageDirection, RoomMessageImage, RoomMessageText
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import crm_client
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import email_proposals
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import matrix_io
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import parse
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import proposals
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import query
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import settings
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import spark
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UNCLEAR_HELP = (
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"🤔 I couldn't tell what to record. Try e.g.\n"
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"`New investor: Acme Capital — Jane Doe <jane@acme.com>, met at the Austin conf`\n"
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"or a note like `Note for Acme Capital: wants the Q3 deck, follow up next week`."
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)
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EMAIL_POLL_SEC = 20 # how often the bot polls the CRM for new/decided email-activity proposals
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MAX_THREAD_SCAN_PAGES = 8 # how far back to scan for a resolved thread's replies before redacting
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async def main():
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mx = settings.matrix_settings()
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client = AsyncClient(mx["homeserver"], mx["user_id"])
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client.restore_login(user_id=mx["user_id"], device_id=mx["device_id"], access_token=mx["token"])
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say = matrix_io.make_say(client)
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nudge = matrix_io.make_reply(client)
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store = proposals.ProposalStore()
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intake_room = mx["intake_room"]
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roster = settings.team_roster() # frames the parse: teammates do outreach, aren't prospects
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if roster:
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print(f"matrix-intake: team roster loaded ({len(roster)} names)", flush=True)
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review_room = settings.email_review_room() # CRM-drafted email proposals (empty → feature off)
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query_room = settings.query_room() # dedicated read-only Q&A room (empty → use the intake trigger)
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email_threads = {} # Matrix thread-root event_id -> {id, investor_name, note} for an email proposal
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async def handle_intake(room_id, root, text, source="matrix_intake"):
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# `source` tags provenance for the eventual commit: "matrix_intake" for a typed note,
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# "matrix_card" when the text came from a scanned business card (on_image). Everything
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# else about the flow is identical — that's the whole point of transcribe-then-reuse.
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# A bare yes/no/approve typed in the MAIN timeline (not inside a proposal's thread) is
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# an easy slip — point the user back to the thread rather than parse it as a new intake.
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action, _ = proposals.interpret_reply(text)
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if action in ("approve", "reject") and store.any_pending():
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await nudge(room_id, "👉 To approve, reject, or edit a proposal, open its **thread** "
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"and reply there — the note is in the thread.", root)
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return
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try:
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proposal = await asyncio.to_thread(parse.parse_message, text, roster=roster)
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except Exception as exc: # Spark/Qwen unreachable or bad response
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await say(room_id, f"⚠️ couldn't reach the local parser: {str(exc)[:200]}", root)
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return
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if proposal["intent"] == "unclear":
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await say(room_id, UNCLEAR_HELP, root)
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return
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proposal["_source"] = source # rides through to commit (control key, survives dict() copies)
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# Resolve new-vs-existing against the CRM matcher (read-only). Degrade gracefully if the
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# CRM is unreachable — still propose as new, just without match/candidate hints.
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match, candidates = None, []
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try:
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res = await asyncio.to_thread(crm_client.match, proposal)
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match = res.get("match")
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candidates = res.get("candidates") or []
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except Exception:
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pass
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if match:
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# Confident exact match → auto-attach the note to that investor (no disambiguation).
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proposal["intent"] = "meeting_note"
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proposal["_match_id"] = match["id"]
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proposal["_stage"] = "approval"
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store.put(root, proposal)
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hint = (f"\n\n🔎 Looks like an existing investor: **{match['name']}** — "
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"this will append a note to them.")
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await say(room_id, proposals.render(proposal) + hint, root)
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await nudge(room_id, proposals.summary_line(proposal), root)
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return
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if candidates:
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# No exact match but near-misses exist → make the human pick one or confirm "new",
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# so a typo'd/near-duplicate name can't silently create a second investor.
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proposal["_stage"] = "disambiguate"
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proposal["_candidates"] = candidates
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store.put(root, proposal)
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await say(room_id, proposals.render_disambiguation(proposal), root)
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await nudge(room_id, proposals.disambiguation_nudge(proposal), root)
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return
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# Genuinely new — straight to the new-investor approval card.
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proposal["_stage"] = "approval"
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store.put(root, proposal)
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await say(room_id, proposals.render(proposal), root)
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# Also drop a brief, un-threaded reply in the main timeline so the proposal isn't
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# easy to miss inside a thread (the full card + yes/edit/no stay in the thread).
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await nudge(room_id, proposals.summary_line(proposal), root)
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async def handle_card(room_id, event):
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"""A photo in the intake room → transcribe the business card on the local VL model, then
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hand the transcription to the SAME intake flow as a typed note (parse → match → approve).
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The only new step is image → text; everything downstream is reused. The transcription is
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also the source text the email-integrity check runs against, so a mis-read address can't
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slip in unapproved."""
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mxc = getattr(event, "url", None)
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if not mxc:
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# Unencrypted images carry a plain mxc:// url; an encrypted room delivers a different
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# event class entirely (we don't register for it), so this only guards the odd case.
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await say(room_id, "📇 I can only read unencrypted images right now.", event.event_id)
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return
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await say(room_id, "📇 Reading the card…", event.event_id) # vision is slower — ack first
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try:
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resp = await client.download(mxc=mxc)
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data = getattr(resp, "body", None)
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if not isinstance(data, (bytes, bytearray)): # a DownloadError carries no bytes
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raise RuntimeError(getattr(resp, "message", None) or "image download failed")
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mime = getattr(resp, "content_type", None) or "image/jpeg"
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b64 = base64.b64encode(data).decode("ascii")
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text = await asyncio.to_thread(spark.transcribe_card, b64, mime)
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except Exception as exc:
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await say(room_id, f"⚠️ couldn't read the card: {str(exc)[:200]}", event.event_id)
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return
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if len(text.strip()) < 5:
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await say(room_id, "📇 I couldn't read any text on that card — try a clearer, "
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"well-lit photo taken straight-on.", event.event_id)
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return
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# Frame the raw transcription so the existing extractor reads it as a new-investor intake;
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# the transcription itself is what email-integrity is checked against.
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framed = "New investor — from a business card:\n" + text.strip()
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await handle_intake(room_id, event.event_id, framed, source="matrix_card")
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async def handle_query(room_id, root, question):
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"""A read-only NL question ('@bot …' / '?…') — translate + run it on the BOX (local Qwen,
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nothing leaves the box) and post the answer in a thread. No write path, no approval gate:
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it only reads curated, parameterized queries. The endpoint returns its structured result
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even on a soft no-match / model-down, so we render that; a transport/auth failure raises
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and we show a brief error."""
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try:
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result = await asyncio.to_thread(crm_client.nl_query, question)
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except Exception as exc:
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await say(room_id, f"⚠️ couldn't run that query: {str(exc)[:200]}", root)
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return
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await say(room_id, query.render_answer(result), root)
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async def handle_reply(room_id, root, text):
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# Claim the proposal synchronously — BEFORE any await — so a second reply that
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# arrives while a commit is in flight can't double-process it. asyncio is
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# cooperative: nothing else runs between here and the first await below, so the
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# pop is atomic w.r.t. other Matrix events.
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proposal = store.pop(root)
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if proposal is None:
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return
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if proposal.get("_stage") == "disambiguate":
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await handle_disambiguation(room_id, root, text, proposal)
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return
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action, payload = proposals.interpret_reply(text)
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if action == "approve":
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try:
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summary = await asyncio.to_thread(crm_client.commit, proposal)
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except Exception as exc:
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store.put(root, proposal) # commit failed — restore so the user can retry
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await say(room_id, f"⚠️ write failed, nothing committed: {exc}", root)
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return
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await say(room_id, f"✅ {summary}", root)
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elif action == "reject":
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await say(room_id, "🗑️ Discarded — nothing written.", root)
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elif action == "edit":
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field, value = payload
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proposal = proposals.apply_edit(proposal, field, value)
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store.put(root, proposal) # keep it pending (edited) for the next reply
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await say(room_id, "✏️ Updated:\n\n" + proposals.render(proposal), root)
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else:
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# Not yes/no/edit-grammar → treat it as a natural-language revision instruction and
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# re-run it through local Qwen (no Claude, no scrub). The human still approves the
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# revised card, so the draft→approve gate holds.
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try:
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revised = await asyncio.to_thread(parse.revise, proposal, text, roster=roster)
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except Exception as exc:
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store.put(root, proposal)
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await say(room_id, f"⚠️ couldn't apply that change ({str(exc)[:200]}).\n\nReply **yes** "
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"to commit, **no** to discard, **edit field=value**, or rephrase.", root)
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return
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if proposals.same_fields(proposal, revised):
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store.put(root, proposal)
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await say(room_id, "I didn't catch a change there. Reply **yes** to commit, **no** "
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"to discard, **edit field=value**, or tell me what to change.", root)
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return
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store.put(root, revised)
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await say(room_id, "✏️ Updated:\n\n" + proposals.render(revised), root)
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async def handle_disambiguation(room_id, root, text, proposal):
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cands = proposal.get("_candidates") or []
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action, payload = proposals.interpret_disambiguation(text, len(cands))
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if action == "pick":
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updated = proposals.attach_to_candidate(proposal, cands[payload])
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store.put(root, updated)
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await say(room_id, "✏️ Will log against the existing investor:\n\n"
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+ proposals.render(updated), root)
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elif action == "new":
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updated = proposals.promote_to_new(proposal)
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store.put(root, updated)
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await say(room_id, "➕ OK — adding as a new investor:\n\n"
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+ proposals.render(updated), root)
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elif action == "reject":
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await say(room_id, "🗑️ Discarded — nothing written.", root)
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else: # unrecognized — re-show the shortlist
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store.put(root, proposal)
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await say(room_id, "I didn't catch that.\n\n" + proposals.render_disambiguation(proposal), root)
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async def redact_card(event_id):
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"""Redact one event (best-effort). Redacting our OWN message needs no special power;
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redacting someone else's reply needs the bot to hold a redact/mod power level."""
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try:
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await client.room_redact(review_room, event_id, reason="proposal resolved")
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except Exception as exc:
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print(f"matrix-intake: could not redact {event_id}: {exc}", flush=True)
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async def redact_thread(root):
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"""Clear a resolved thread: redact the card AND every reply under it, so the thread drops
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out of the threads view (not just the main timeline). The card is ours (always redactable);
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the human's yes/no reply needs the bot's redact/mod power — if it lacks power that redact
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just no-ops and the reply lingers. Finds replies by scanning recent room history for
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m.thread events pointing at this root (the triggering reply is already synced, so a
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backward scan from the current token includes it)."""
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await redact_card(root)
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token = getattr(client, "next_batch", None)
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if not token:
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return
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try:
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scanned = 0
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for _ in range(MAX_THREAD_SCAN_PAGES):
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resp = await client.room_messages(review_room, start=token,
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direction=MessageDirection.back, limit=100)
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chunk = getattr(resp, "chunk", None)
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if not chunk:
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break
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for ev in chunk:
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rel = ((getattr(ev, "source", None) or {}).get("content", {}) or {}).get("m.relates_to") or {}
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if rel.get("rel_type") == "m.thread" and rel.get("event_id") == root:
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await redact_card(ev.event_id)
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token = getattr(resp, "end", None)
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scanned += len(chunk)
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if not token or scanned > 1000:
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break
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except Exception as exc:
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print(f"matrix-intake: thread reply cleanup failed for {root}: {exc}", flush=True)
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async def handle_email_reply(room_id, root, text):
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"""An in-thread reply to a CRM-drafted email-proposal card: yes commits, no dismisses, and
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anything else is a natural-language revision of the note (re-drafted by local Qwen; the
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human still approves the revised note, so the draft→approve gate holds). On a conclusive
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decision the card is redacted so the room clears down to only what still needs handling."""
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item = email_threads.get(root)
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if item is None:
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return # a threaded reply we don't own (or already resolved)
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decision = email_proposals.interpret(text)
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if decision == "approve":
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# Claim before the await (double-approve guard, like the intake commit path).
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email_threads.pop(root, None)
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try:
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await asyncio.to_thread(crm_client.decide_email_proposal, item["id"], "approve", item.get("note"))
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except Exception as exc:
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email_threads[root] = item # restore for retry
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await say(room_id, email_proposals.frame(f"⚠️ couldn't add it ({str(exc)[:200]}). Reply **yes** to retry, **no** to dismiss."), root)
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return
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# Success → clear the whole thread (card + replies). No confirmation: the thread
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# vanishing is the acknowledgment, and a confirmation reply would keep it alive.
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await redact_thread(root)
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elif decision == "reject":
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email_threads.pop(root, None)
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try:
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await asyncio.to_thread(crm_client.decide_email_proposal, item["id"], "dismiss")
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except Exception as exc:
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email_threads[root] = item
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await say(room_id, email_proposals.frame(f"⚠️ couldn't dismiss it ({str(exc)[:200]}). Try again."), root)
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return
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await redact_thread(root)
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else:
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try:
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new_note = await asyncio.to_thread(email_proposals.revise_note, item.get("note") or "", text)
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except Exception as exc:
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await say(room_id, email_proposals.frame(f"⚠️ couldn't revise that ({str(exc)[:200]}). Reply **yes** to add as-is, "
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"**no** to dismiss, or rephrase."), root)
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return
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if not new_note:
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await say(room_id, email_proposals.frame("I didn't catch a change. Reply **yes** to add the note as-is, **no** to "
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"dismiss, or tell me how to change it."), root)
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return
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item["note"] = new_note
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email_threads[root] = item
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await say(room_id, email_proposals.frame(f"✏️ Updated draft note:\n\n{new_note}\n\nReply **yes** to add it, **no** to "
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"dismiss, or refine again."), root)
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async def poll_email_proposals():
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"""Poll the CRM for email-activity proposals: post a review card for each new one, rebuild
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the reply-routing map from already-posted threads (so replies still route after a restart),
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and announce+close any decided on the web. One failing cycle logs and retries next tick."""
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while True:
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try:
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lists = await asyncio.to_thread(crm_client.list_email_proposals)
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for it in lists["open"]: # rebuild routing for threads posted before (e.g. a restart)
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ev = it.get("event_id")
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if ev and ev not in email_threads:
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email_threads[ev] = {"id": it["id"], "investor_name": it.get("investor_name"),
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"note": it.get("proposed_note") or ""}
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for it in lists["to_post"]:
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try:
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resp = await client.room_send(
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review_room, "m.room.message",
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matrix_io.thread_content(email_proposals.render_card(it), None))
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ev = getattr(resp, "event_id", None)
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if not ev:
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print(f"matrix-intake: card send returned no event_id for {it['id']}", flush=True)
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continue
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await asyncio.to_thread(crm_client.mark_email_proposal_posted, it["id"], ev)
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email_threads[ev] = {"id": it["id"], "investor_name": it.get("investor_name"),
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"note": it.get("proposed_note") or ""}
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except Exception as exc:
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print(f"matrix-intake: failed to post email proposal {it.get('id')}: {exc}", flush=True)
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for it in lists["to_close"]: # decided on the web → clear the thread, then close
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ev = it.get("event_id")
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if not ev:
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continue
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try:
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await redact_thread(ev)
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await asyncio.to_thread(crm_client.mark_email_proposal_closed, it["id"])
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email_threads.pop(ev, None)
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except Exception as exc:
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print(f"matrix-intake: failed to close email proposal {it.get('id')}: {exc}", flush=True)
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except Exception as exc:
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print(f"matrix-intake: email-proposal poll error: {exc}", flush=True)
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await asyncio.sleep(EMAIL_POLL_SEC)
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async def on_message(room: MatrixRoom, event: RoomMessageText):
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if event.sender == mx["user_id"]:
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return # never react to our own messages (we post in-thread — this prevents loops)
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text = (event.body or "").strip()
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if not text:
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return
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root = matrix_io.thread_root_of(event)
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# Email-proposal review room: only a threaded reply to a card we posted is actionable.
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if review_room and room.room_id == review_room:
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if root and root in email_threads:
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await handle_email_reply(room.room_id, root, text)
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return
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# Dedicated Q&A room: every top-level message IS a question — no trigger needed. Threaded
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# messages (the answers we post, or follow-ups) aren't acted on in v1.
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if query_room and room.room_id == query_room:
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if not root:
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await handle_query(room.room_id, event.event_id, text)
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return
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if room.room_id != intake_room:
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return
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if root and store.has(root):
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await handle_reply(room.room_id, root, text)
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elif root:
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return # threaded message not tied to a live proposal — ignore
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else:
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# A top-level message is either an NL question (explicitly addressed with '?'/'@bot')
|
||
# or an intake note. The trigger is required, so plain notes still flow to intake.
|
||
q = query.parse_trigger(text)
|
||
if q is None:
|
||
await handle_intake(room.room_id, event.event_id, text)
|
||
elif not q:
|
||
await say(room.room_id, query.HELP, event.event_id)
|
||
else:
|
||
await handle_query(room.room_id, event.event_id, q)
|
||
|
||
async def on_image(room: MatrixRoom, event: RoomMessageImage):
|
||
# Business-card capture is intake-only: ignore our own uploads, images in the Q&A /
|
||
# email-review rooms, and an image dropped inside an existing thread (not a fresh card).
|
||
if event.sender == mx["user_id"]:
|
||
return
|
||
if room.room_id != intake_room:
|
||
return
|
||
if matrix_io.thread_root_of(event):
|
||
return
|
||
await handle_card(room.room_id, event)
|
||
|
||
# Prime the sync token past history, THEN register the callbacks — only react to messages
|
||
# arriving after startup (no backlog replay). (matrix-bridge pattern.)
|
||
print("matrix-intake: priming sync (skipping backlog)...", flush=True)
|
||
await client.sync(timeout=30000, full_state=False)
|
||
client.add_event_callback(on_message, RoomMessageText)
|
||
client.add_event_callback(on_image, RoomMessageImage)
|
||
who = await client.whoami()
|
||
print(f"matrix-intake: listening as {who.user_id} in room {intake_room}", flush=True)
|
||
tasks = [asyncio.create_task(client.sync_forever(timeout=30000))]
|
||
if review_room:
|
||
# "Invited" isn't "joined" — the bot must join before it can post cards (room_send to a
|
||
# room we're only invited to fails M_FORBIDDEN). Idempotent if already a member.
|
||
try:
|
||
await client.join(review_room)
|
||
except Exception as exc:
|
||
print(f"matrix-intake: could not join review room {review_room}: {exc}", flush=True)
|
||
tasks.append(asyncio.create_task(poll_email_proposals()))
|
||
print(f"matrix-intake: reviewing email proposals in room {review_room} (every {EMAIL_POLL_SEC}s)", flush=True)
|
||
if query_room:
|
||
# Read-only Q&A room — just join and listen (no poll task; questions are interactive).
|
||
# "Invited" isn't "joined": the bot must join before it can post answers (idempotent).
|
||
try:
|
||
await client.join(query_room)
|
||
except Exception as exc:
|
||
print(f"matrix-intake: could not join Q&A room {query_room}: {exc}", flush=True)
|
||
print(f"matrix-intake: answering questions in room {query_room}", flush=True)
|
||
try:
|
||
await asyncio.gather(*tasks)
|
||
finally:
|
||
await client.close()
|
||
|
||
|
||
if __name__ == "__main__":
|
||
try:
|
||
asyncio.run(main())
|
||
except KeyboardInterrupt:
|
||
pass
|