honcho/src
adavyas c73f6a0b7a
feat: Add workspace-level chat (#931)
* Add workspace-level chat (DEV-1326)

POST /v3/workspaces/{workspace_id}/chat: agentic dialectic over the whole
workspace instead of a single (observer, observed) pair. Salvaged from
plastic-labs/honcho#373 and re-grown on today's DialecticAgent:

- WorkspaceDialecticAgent subclasses DialecticAgent via four new seams
  (_get_tools, _create_tool_executor, _prefetch_intro, _trace_name) instead
  of a base-class extraction; observer/observed use empty-string sentinels.
- Routing-accelerated prefetch: workspace stats + top-5 active peers with
  their self peer-cards (pure DB, ~7ms measured) so routing-obvious queries
  resolve without a discovery tool round.
- Observation search stays pair-scoped (matches per-pair vector namespaces;
  avoids workspace-flat top-k dilution): search_memory/get_peer_card take
  observer/observed as tool arguments, with pair attribution in results.
- workspace_chat / workspace_chat_stream orchestrators, WorkspaceChatOptions
  schema (scope param seam left for the #897 scopes facade), SSE streaming,
  structured output via response_format.
- crud: get_workspace_stats, get_active_peers; format_documents_with_attribution.
- SDKs: Python Honcho.chat/chat_stream + HonchoAio mirrors; TypeScript
  honcho.chat/chatStream.
- 46 tests (route, orchestrator preflight, tool handlers, executor routing,
  attribution formatting) + unified test cases + docs.

Co-Authored-By: doria <93405247+dr-frmr@users.noreply.github.com>
Co-Authored-By: Benjamin McCormick <docterformer@protonmail.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix: type SSE stream wrapper as AsyncIterator (basedpyright)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* chore: silence unused db_session fixture warnings (basedpyright failOnWarnings)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* docs: drop docs changes from this PR (defer to follow-up)

Restores docs/v3/documentation/features/chat.mdx to main's version. This
also puts back the peer-chat Structured Outputs section (#896) that the
workspace-chat commit removed as a rebase artifact.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix: workspace message tools deny-all under rebased session scoping

The #882 rebase changed the unscoped-observer contract from falsy to
'observer is None': resolve_session_scope looked up the workspace
executor's observer='' sentinel as a real peer with no session
memberships and denied every workspace-flat message read (search, grep,
date-range, temporal, observation context) whenever no session was
pinned — the primary workspace-chat shape. Normalize the sentinel to
None at the five read-handler crud boundaries and add regression tests
that run the tools unpinned (verified to fail without the fix).

Also from review:
- wrap the workspace prefetch in the same degrade-to-None protection
  the base agent has (an overview query error no longer 500s the
  request or kills the SSE stream after headers)
- thread session_allowlist through create_workspace_tool_executor so
  the agent-level allowlist seam is honored end to end when scopes
  (#897) wire it up; allowlisted grep is covered by a test
- deterministic name tie-break in get_active_peers ordering

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* review: SDK response_format parity, shared query sanitizer, annotations

- TS SDK: WorkspaceChatParams gains response_format; _workspaceChat/
  _workspaceChatStream consume the shared interface instead of inline
  duplicates; chat/chatStream expose responseFormat.
- Consolidate the three identical sanitize_query validators into one
  NulStripped annotation.
- workspace_chat_stream: return annotation + full docstring.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* review: fold active peers into workspace stats; trace + query bounds

- Merge get_active_peers into get_workspace_stats (one discovery round
  instead of two); minimal loadout keeps a discovery tool via the merged
  stats tool. Fixed top-10 by recent activity; deeper discovery routes
  through search_messages.
- get_active_peers CRUD now aggregates over a trailing 90-day window so
  the chat-path prefetch never scans a workspace's full message history.
- Workspace agent inherits the "dialectic_chat" trace name; scope stays
  distinguished by agent_type/track_name (workspace name was already in
  telemetry context).
- Prefetch failure logs carry workspace + traceback; prompt no longer
  contrasts against a peer-level agent the model has no concept of;
  drop ticket identifiers from comments.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* feat: add `scope` to workspace chat and exclude scope peers from stats

Workspace chat is peer-unanchored, so `scope` is always a session-union
allowlist (single name or list), fail-closed when empty. Stats and
active-peer prefetch drop scope-kind peers and honor the same allowlist.

* test: teach the unified runner `workspace_chat` and parse every case

QueryAction now accepts target=workspace_chat (SDK path, including
scope). A pytest over tests/unified/test_cases/*.json keeps the four
existing workspace-chat cases — and a new scoped one — from rotting
against the schema again.

* docs: tighten workspace-chat scope docs and judge prompt

Scoped workspace_chat uses the SDK, not raw HTTP. The scope fixture's
judge now requires the in-scope tea fact, not merely the absence of the
leak. format_sse_stream matches the peer-chat one-liner.

* fix(dialectic): restore the empty-memory fallback for workspace chat

`search_memory` auto-searches messages when a pair has no observations,
but the gate only admitted `agent_type == "dialectic"`. The workspace
executor passes `workspace_dialectic`, so workspace chat got a bare
"No observations found" and answered that it knew nothing rather than
falling through to message search.

Also fixes the two unified cases that never ran: `deriver` is not a
field on `WorkspaceConfiguration`, so both aborted at load with
`extra_forbidden`. `workspace_chat_scope` additionally enables reasoning,
since it asserts scope isolation and has no reason to depend on the
fallback path.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(tests/unified): fail CI when unified tests fail

`runner.run()` tallied failures into `failed_count` and printed them, but
returned nothing, and both entrypoints ignored the result. The workflow
invokes `python -m tests.unified.run` bare, so the job has gone green on
failing and unrunnable cases since it was wired up in #291.

Return the count and exit non-zero on it. `INVALID SCHEMA` already counts
toward the tally, so a malformed case now fails the job instead of being
skipped silently.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* test(unified): assert scope peers stay out of workspace chat answers

Scope peers are real peer rows, so a regression in the `scope_peer_clause`
exclusion would surface `scope.therapy` through workspace stats or the
routing prefetch. Nothing asserted against that.

Adds the check to the existing scoped query and a new unscoped one, since
the two exercise different `get_active_peers` branches. Verified by
removing the exclusion, which fails the unscoped query.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix: Remove dead code references

---------

Co-authored-by: doria <93405247+dr-frmr@users.noreply.github.com>
Co-authored-by: Benjamin McCormick <docterformer@protonmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Aakash Kattelu <aakash@plasticlabs.ai>
Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2026-08-24 15:54:23 -04:00
..
cache fix: redact Redis password from cache connection logs (#869) 2026-07-24 12:54:31 -04:00
crud feat: Add workspace-level chat (#931) 2026-08-24 15:54:23 -04:00
deriver fix(embedding): truncate in batch embed and return results breakdown (#1019) 2026-08-20 11:42:38 -04:00
dialectic feat: Add workspace-level chat (#931) 2026-08-24 15:54:23 -04:00
dreamer Scopes Phase 2a: scope-kind peers, guardrails, and scopes CRUD routes (#884) 2026-08-12 16:21:40 -04:00
llm fix(llm): preserve reasoning content across tool turns (#1034) 2026-08-20 11:12:47 -04:00
reconciler fix(embedding): truncate in batch embed and return results breakdown (#1019) 2026-08-20 11:42:38 -04:00
routers feat: Add workspace-level chat (#931) 2026-08-24 15:54:23 -04:00
schemas feat: Add workspace-level chat (#931) 2026-08-24 15:54:23 -04:00
startup Make embeddings configurable (#678) 2026-05-14 15:03:35 -04:00
telemetry fix(embedding): truncate in batch embed and return results breakdown (#1019) 2026-08-20 11:42:38 -04:00
utils feat: Add workspace-level chat (#931) 2026-08-24 15:54:23 -04:00
vector_store fix: reduce Honcho runtime image size (#1014) 2026-08-12 19:55:41 -04:00
webhooks Tighten Transaction Scopes (#525) 2026-04-08 11:14:50 -04:00
__init__.py v0.0.8 Documentation Updates (#55) 2024-05-15 00:07:25 -04:00
_version.py feat: add new cloudevents for api routes (#637) 2026-05-20 18:25:30 -04:00
config.py telemetry: zero-initialize bounded-label metrics so an absent series means a broken scrape (#927) 2026-08-20 10:24:49 -04:00
db.py add read db (#773) 2026-06-10 13:28:36 -04:00
dependencies.py add read db (#773) 2026-06-10 13:28:36 -04:00
embedding_client.py fix(embedding): truncate in batch embed and return results breakdown (#1019) 2026-08-20 11:42:38 -04:00
exceptions.py fix(embedding): truncate in batch embed and return results breakdown (#1019) 2026-08-20 11:42:38 -04:00
main.py telemetry: zero-initialize bounded-label metrics so an absent series means a broken scrape (#927) 2026-08-20 10:24:49 -04:00
models.py Make embeddings configurable (#678) 2026-05-14 15:03:35 -04:00
security.py Fix scoped JWTs (#679) 2026-06-22 17:30:00 -04:00