Ollama returns {id, name, arguments} while OpenAI returns {id, function: {name, arguments}}.
The agent now handles both via _tc_name/_tc_args helpers.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Auto-detects local sources (Apple Notes, iMessage, Obsidian), ingests
them into ~/.openjarvis/knowledge.db via IngestionPipeline + SyncEngine,
and launches an interactive Deep Research chat session with Qwen3.5 via
Ollama.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Registers the openjarvis:// URL scheme via the Tauri 2 deep-link plugin
in tauri.conf.json. Adds frontend/src/lib/deep-link.ts with parseDeepLink()
that parses openjarvis://{type}/{id} URLs into structured DeepLinkTarget
objects (e.g. openjarvis://research/abc123 → {type:"research", id:"abc123"}).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements SyncScheduler that runs a daemon background thread to call
SyncEngine.sync() on all registered connectors at a configurable interval.
Provides run_once() as a synchronous helper for testing. Disconnected
connectors are skipped each cycle; errors are logged without stopping the
loop. 4 tests covering run_once, disconnected skip, start/stop, and
per-connector chunk counts.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements WhatsAppConnector that reads exported .txt chat files from a
directory, parses the standard WhatsApp export line format with regex,
and yields one Document per chat file with participants, timestamps, and
since filtering. Registers under "whatsapp" in ConnectorRegistry with
MCP tools for whatsapp_search_messages and whatsapp_get_chat. 10 tests
covering parsing, multi-file, since filtering, is_connected, and registry.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Remove the ARG002 noqa suppression and translate the `since` datetime
parameter into a Gmail `after:<epoch>` query string passed to
`_gmail_api_list_messages`, so incremental syncs only fetch messages
newer than the requested cutoff.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add optional `attachment_store` parameter to IngestionPipeline. When
provided, attachments are stored as blobs in AttachmentStore and their
text (plain/markdown/csv via decode, PDF via pdfplumber) is chunked and
indexed in the KnowledgeStore with attachment provenance metadata.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add disk-persistent storage for ColBERT token-level embeddings so the
reranker can reuse pre-computed embeddings across queries instead of
re-encoding every document on every search.
- EmbeddingStore: individual .pt files per chunk with SQLite index for
O(1) lookup, graceful degradation when torch is not installed
- ColBERTReranker: checks EmbeddingStore for cached embeddings before
falling back to docFromText(), stores newly computed embeddings
- KnowledgeStore: ensures chunk_id is always present in retrieval
metadata (both at store time and as a backfill in retrieve)
- 18 tests covering round-trip persistence, deletion, torch-absent
degradation, and reranker cache-hit/miss behavior
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Adds a new POST /{connector_id}/sync endpoint alongside the existing GET
sync-status endpoint. The new endpoint validates the connector is registered
and connected, then runs SyncEngine.sync() and returns chunks_indexed.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements AttachmentStore that writes blobs to {base_dir}/{sha[:2]}/{sha}
with a SQLite metadata index tracking filename, MIME type, size, and the
accumulated list of source_doc_ids for each content-identical blob.
Includes 7 unit tests covering SHA-256 return, file path layout,
idempotent dedup, multi-source tracking, metadata retrieval, content
round-trip, and missing-blob None return.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Parse the last_sync checkpoint timestamp into a datetime and pass it as
the `since` argument to connector.sync(), enabling subsequent syncs to
fetch only new items rather than a full re-fetch.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
3-task plan: wire since param for incremental sync, content-addressed
AttachmentStore with SHA-256 dedup, POST /sync trigger endpoint.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
SetupWizard orchestrates the pick→connect→ingest→ready state machine with a
step indicator; SetupScreen now transitions to the wizard after all boot checks
pass (phase === 'ready') instead of immediately calling onReady().
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
SourcePicker renders a grouped card grid for selecting data sources; SourceConnectFlow
provides per-source auth panels (OAuth, filesystem, local); IngestDashboard polls sync
status every 2s with progress bars; ReadyScreen shows a celebration screen with
context-aware starter queries.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements create_connectors_router() with GET /connectors, GET
/connectors/{id}, POST /connectors/{id}/connect, POST
/connectors/{id}/disconnect, and GET /connectors/{id}/sync endpoints.
Includes 6 passing tests covering list, detail, 404, connect, disconnect,
and sync status.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Exposes /v1/connectors/* REST API for desktop wizard and CLI:
list, detail, connect, disconnect, sync status.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Adds tests/agents/test_channel_agent_integration.py covering the full
stack from KnowledgeStore + IngestionPipeline through TwoStageRetriever,
KnowledgeSearchTool, and DeepResearchAgent into ChannelAgent/FakeChannel:
- test_quick_query_inline_response: asserts inline reply with meeting info
and no openjarvis:// escalation link
- test_deep_query_escalation_link: asserts openjarvis:// link is present
when engine issues a tool call and returns a long report
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds classify_query() heuristic (quick vs deep) and ChannelAgent that
bridges BaseChannel messages to any agent, delivering inline replies for
quick/short responses and preview+openjarvis:// escalation links for deep
or long responses. 18 tests cover classifier cases and agent behaviour
including non-blocking handler and error recovery.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
3-task plan: query classifier, ChannelAgent with thread pool and
escalation links, integration test with real KnowledgeStore.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Use Checkpoint instead of Searcher (doesn't need a pre-built index)
- Set gpus=0 in ColBERTConfig for CPU fallback
- Use cosine_similarity MaxSim scoring via queryFromText/docFromText
- Verified: reranking changes result order on 2,082 real Granola chunks
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Tests the full path from multi-source Document ingestion through
IngestionPipeline -> KnowledgeStore -> TwoStageRetriever ->
KnowledgeSearchTool -> DeepResearchAgent to a cited report, and
verifies cross-platform retrieval returns results from >= 2 sources.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Multi-hop research agent that uses native function calling (OpenAI
tool_calls format) to search personal data across sources via
KnowledgeSearchTool, cross-references results, and produces narrative
answers with inline source citations.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add optional retriever parameter to KnowledgeSearchTool so it can
delegate to TwoStageRetriever (BM25 + reranking) when supplied, falling
back to direct KnowledgeStore retrieval otherwise.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Simpler alternative to OAuth-based Gmail connector. Uses Python's
built-in imaplib + email modules (no dependencies). Just needs an
email address and Google app password.
Live tested: 50 emails synced, 138 chunks indexed, search working.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Two bugs found via live API testing:
- List notes API returns "notes" key, not "data" (was returning 0 results)
- Transcript speaker field is a dict {"source": "microphone"}, not a string
Verified: 112 real meeting notes synced, 2,226 chunks indexed and searchable.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Slack connector now skips bot_id messages and non-content subtypes
(message_changed, message_deleted, bot_message, channel_join, channel_leave).
Found by comparing against hermes-agent reference implementation.
Live smoke test indexes 4,467 chunks from real docs/ markdown files and
verifies the full pipeline: Obsidian → SyncEngine → KnowledgeStore → search.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Break long lines in test_notion.py, test_store.py, and test_sync_engine.py
to comply with the 88-character E501 limit enforced by ruff.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements IMessageConnector (auth_type='local') that opens ~/Library/Messages/chat.db
read-only, converts Apple nanosecond timestamps to UTC datetimes, and yields one
Document per message with handle-based author resolution and chat display names.
Includes 8 tests using a temporary SQLite DB and 2 MCP tools (search + get conversation).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GContactsConnector using the People API v1 to paginate
contacts (names, emails, phones, orgs) and yield them as Documents
with doc_type="contact". Includes 6 unit tests and auto-registration
in the connectors __init__.py.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GCalendarConnector (registered as "gcalendar") following the
gmail.py pattern: module-level API functions for calendarList and events.list,
_format_event helper for human-readable content, paginated sync across all
calendars, and three MCP tools (get_events_today, search_events, next_meeting).
Includes 6 tests covering not_connected, auth_url scope, sync document fields,
disconnect, mcp_tools, and registry.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GDriveConnector using the Drive API v3 with OAuth, paginated
file listing, Google Workspace export (Docs→text/plain, Sheets→text/csv,
Slides→text/plain), and 3 MCP tools. Adds auto-registration in __init__.py.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements SlackConnector that syncs channel message history via the Slack
Web API, with OAuth credential storage, user-map resolution, and 3 MCP tools.
Includes 7 tests covering connectivity, auth, sync document correctness,
disconnect, MCP tools, and registry registration.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements GranolaConnector that syncs meeting notes from the Granola
public API, combining AI-generated summaries with full speaker transcripts
into searchable Documents. Includes cursor-based pagination, created_after
filtering, 2 MCP tools, and 8 tests covering all connector behaviours.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Implements NotionConnector that syncs pages via the Notion REST API,
renders block content (paragraph, headings, lists, code, quote, divider,
to_do) to markdown, and registers with ConnectorRegistry. Includes 8
tests covering auth, sync, rendering, disconnect, MCP tools, and registry.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
