DocumentRAG now calls MatrixHost /api/bot/documents/search instead of
the WildFiles API. Removes device auth flow and legacy org provisioning.
Bot authenticates via existing BOT_API_KEY pattern.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Connect the Matrix AI bot to customer WildFiles orgs via the MatrixHost
portal API instead of requiring manual !ai wildfiles connect. The bot
now auto-resolves the user document org on every message, enabling
seamless RAG document search for all MatrixHost customers.
- Add _get_wildfiles_org() with portal API lookup and session cache
- Update DocumentRAG.search() to accept org_slug (no API key needed)
- Add DocumentRAG.get_org_stats() for org-based stats
- Update context building to use portal org lookup with legacy fallback
- Add !ai docs connect/disconnect aliases
- Rebrand all user-facing messages from WildFiles to Documents
- !ai wildfiles connect now checks portal first, shows auto-connect msg
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When browse_url fails with DNS resolution error (common with STT-misrecognized
domain names like "klicksports" instead of "clicksports"), automatically try a
web search to find the correct domain and retry. Applied to both text and voice bot.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add semantic search over past conversations alongside existing memory facts.
New conversation_chunks table stores user-assistant exchanges with LLM-generated
summaries embedded for retrieval. Bot queries chunks on each message and injects
relevant past conversations into the system prompt. New exchanges are indexed
automatically after each bot response.
Memory-service: /chunks/store, /chunks/query, /chunks/bulk-store endpoints
Bot: chunk query + formatting, live indexing via asyncio.gather with memory extraction
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Both bots can now fetch and read web pages via browse_url tool.
Uses httpx + BeautifulSoup to extract clean text from HTML.
Complements existing web_search (Brave) with full page reading.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
No more shared org-level document search for unauthenticated users.
DocumentRAG.search() now returns empty if no API key provided.
Explicit !ai search command tells users to connect first.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The _md_to_html method was missing horizontal rule conversion, so ---
rendered as literal dashes. Now converts to <hr/> and strips adjacent
<br/> tags for clean spacing.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
System prompt now strictly forbids #/##/### headings and --- rules.
Uses **bold** for section titles instead, with no blank lines between
title and content, to eliminate excessive whitespace in Element.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- System prompt now requires inline source links next to each claim
instead of a separate "Quellen:" section at the bottom
- Use bold for sub-headings instead of ## to reduce padding/whitespace
- Limit horizontal rules for tighter message layout
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Format search results as markdown links: [Title](URL)
- System prompt now requires a "Quellen:/Sources:" section with
clickable links whenever web_search is used
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The text bot had no websearch capability while the voice agent did.
Added Brave Search integration as a web_search tool so the bot can
answer questions about current events and look up information.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The auto-detect language + translation menu was misidentifying regular
German messages and blocking normal responses. Bot now simply responds
in whatever language the user writes in, per updated system prompt.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Bare variable references in environment: override env_file values
with the host shell value (empty). SENTRY_DSN is already loaded
via env_file: .env, so the explicit references were zeroing it out.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
MAT-58: Add recent_confluence_pages tool to both voice and text chat.
Shows last 5 recently modified pages so users can pick directly
instead of having to search every time.
MAT-59: Integrate sentry-sdk in all three entry points (agent.py,
bot.py, voice.py). SENTRY_DSN env var, traces at 10% sample rate.
Requires creating project in Sentry UI and setting DSN.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add create_confluence_page tool to voice mode (basic auth)
- Add confluence_update_page and confluence_create_page tools to text chat (OAuth)
- Fix update tool: wrap each paragraph in <p> tags instead of single wrapper
- Update system prompt to mention create capability
Previously only search/read were available. User reported bot couldn't
write to or create Confluence pages — because the tools didn't exist.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Three fixes for the bot going silent after ~10 messages:
1. STT artifact handler now returns early — previously detected noise
leaks ("Vielen Dank.", etc.) but still appended them to transcript,
inflating context until LLM timed out after 4 retries.
2. Context truncation — caps LLM chat context at 40 items and internal
transcript at 80 entries to prevent unbounded growth in long sessions.
3. LLM timeout recovery — watchdog detects when agent has been silent
for >60s despite user activity, sends a recovery reply asking user
to repeat their question instead of staying permanently silent.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Voice bot could read/update Confluence pages but could not search.
Users asking to search Confluence got a refusal. Now the voice bot
has search_confluence using CQL queries via the service account.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The v1 /wiki/rest/api/content/{id} endpoint returns 410 Gone.
Switch to /wiki/api/v2/pages/{id} with body-format=storage parameter.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add AtlassianClient class: fetches per-user OAuth tokens from portal,
calls Jira and Confluence REST APIs on behalf of users
- Add 7 Atlassian tools: confluence_search, confluence_read_page,
jira_search, jira_get_issue, jira_create_issue, jira_add_comment,
jira_transition
- Replace single LLM call with agentic loop (max 5 iterations)
that feeds tool results back to the model
- Add PORTAL_URL and BOT_API_KEY env vars to docker-compose
- Update system prompt with Atlassian tool guidance
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Single source of truth at christian/confluence-collab.git — eliminates stale copy drift.
Dockerfile COPY unchanged, works identically with submodule.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace inline regex section parser in voice.py with confluence_collab
library (BS4 parsing, 409 conflict retry). Bot now loads section outline
into LLM context when Confluence links are detected.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Three issues fixed:
1. Confluence URLs were detected but content never fetched - now reads
the actual page via API so the LLM can work with it
2. Room document context (PDFs, Confluence, images) was stored but never
passed to the text LLM - now included as system message
3. Conversation history increased from 10 to 30 messages for better
context in collaborative sessions
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Voice bot can now see the users camera or screen share when asked.
Captures a single frame, encodes as JPEG, sends to Sonnet vision
with full context (transcript + document). Triggered by phrases like
schau mal, siehst du das, can you see this.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
"bist du dir sicher" / "are you sure" / "stimmt das wirklich" now also
trigger Opus escalation for fact-checking the previous answer.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Sonnet can now escalate complex questions to Opus via a function tool,
same pattern as search_web and read_confluence_page. Full context
(transcript + document) is passed automatically. Triggered by user
phrases like "denk genauer nach" / "think harder" or when Sonnet is
unsure about complex analysis.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When a voice call ends and a document was loaded in the room, the bot
now analyzes the transcript for document-specific changes/corrections
and posts them as a structured "Dokument-Aenderungen" message. Returns
nothing if no document changes were discussed.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Confluence tools default to active page from room context — no more
asking user for page_id
- Prompt allows roleplay/mock interviews when document context present
- Explicit instruction not to ask for page_id
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Short links like /wiki/x/AQDbAw are resolved via redirect to get numeric
page ID. Also adds CONFLUENCE_* env var declarations to bot.py module level.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Enable realtime Confluence page editing during Element Call voice sessions.
- Add read_confluence_page and update_confluence_page function tools
- Detect Confluence URLs shared in Matrix rooms, store page ID for voice context
- Section-level updates via heading match + version-incremented PUT
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add RoomEncryptedFile handler for PDFs/docs in encrypted rooms
- Tell summary LLM not to include headings (prevents duplicate)
- Strip <br/> after block elements in _md_to_html
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Generalize PDF-only voice context to support all document types:
- Rename _room_pdf_context → _room_document_context (list-based, 5 cap)
- Handle .docx (python-docx), .txt, .md, .csv, .json, .xml, .html, .yaml, .log
- Store AI image descriptions for voice context
- Multi-document context building with type labels and per-type truncation
- _respond_with_ai now returns reply text for caller use
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Pass PDF document context from room to voice session so the voice LLM
can answer questions about uploaded PDFs. Persist call transcripts and
post an LLM-generated summary to the room when the call ends.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
