Files
odysseus/routes/research_routes.py
T
Vykos 4a9085d252 fix(endpoint): scope secondary endpoint lookups by owner
* Scope secondary endpoint lookups by owner

* Reject unregistered image endpoint URLs for non-admins

* Adjust owner-scope tests for rebased routes

* Allow non-admins to compare endpoints they own

The compare owner-scope guard called _reject_raw_endpoint_url_for_non_admin
with endpoint_id=None, so it rejected every signed-in non-admin
/api/compare/start request — even for endpoints the caller owns — because
compare resolves endpoints by URL and carries no endpoint_id. That locked
non-admins out of compare entirely.

Resolve the owned ModelEndpoint first and pass its id, so a registered
endpoint the caller owns is allowed while only truly raw, unregistered URLs
are rejected (mirrors the gallery inpaint/harmonize checks in this PR).
Replace the source-only reject test with deterministic reject + allow
regressions that no longer depend on the dev DB contents.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* Bind compare sessions to the resolved owner-scoped endpoint

/api/compare/start created the [CMP] helper sessions with the raw
caller-supplied endpoint URL and only used the owner-scoped lookup to
decide whether to copy an API key. That stopped key borrowing but still
let a non-admin inject an arbitrary raw endpoint URL into the compare
session path.

Now, when the supplied URL resolves to a registered endpoint visible to
the caller, the session binds to that row's own normalized base URL
(build_chat_url(normalize_base(ep.base_url))) plus its headers — the same
registered-endpoint shape session_routes uses. The raw URL survives only
when ep is None, which non-admins already hit a 403 on, leaving raw URLs
reachable solely for admins / single-user mode with no borrowed key.

Adds compare-specific behavior tests: another user's private endpoint is
rejected (nothing created), the session binds to the stored URL rather
than the raw input, and an admin raw URL is allowed but carries no
inherited key.

Addresses the review on #1511.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* Validate both compare endpoints before creating any session

start_comparison resolved + created each [CMP] session inside one loop,
so a request pairing a valid owned endpoint A with an unregistered raw
endpoint B raised 403 only after A's session was already created — and
its Authorization header copied in. The rejected request left a partial
compare session with that header behind.

Split the flow into two phases: phase 1 resolves and owner-validates
both endpoints (running the raw-URL reject helper) and stashes the
session URL + headers; phase 2 creates the two sessions only once both
passed. A 403 on either endpoint now aborts with nothing created and no
header copied.

Adds a regression test: owned endpoint A + unregistered/raw endpoint B
-> 403 with no sessions created.

Addresses the follow-up review on #1511.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* Resolve compare credentials by endpoint id, not URL alone

Two endpoints visible to a caller can share a base_url but hold different
api_keys. _owned_endpoint_by_url returned whichever row sorted first, so
/api/compare/start could copy the wrong key into the [CMP] session.

Add _owned_endpoint_by_id (same owner scoping) and optional endpoint_a_id/
endpoint_b_id form fields. The id pins the exact registered endpoint; URL
resolution remains only for legacy/admin raw-URL callers. An id the caller
can't see 404s instead of falling back to a same-URL row.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* Loosen research-routes owner-scope assertion to the stable substring

The rebased _resolve_research_endpoint generalized its owner derivation to
honor an explicit owner arg first (owner = owner or getattr(sess, ...)), so
the exact-line assertion broke CI. Assert the stable session-derivation
substring instead of the full line.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-08 11:51:55 +01:00

677 lines
30 KiB
Python

"""Research background task routes — /api/research/*."""
import asyncio
import json
import logging
import re
import uuid
from datetime import datetime
from pathlib import Path
from typing import Optional
from fastapi import APIRouter, HTTPException, Query, Request
from fastapi.responses import HTMLResponse, StreamingResponse
from pydantic import BaseModel, Field
from src.endpoint_resolver import resolve_endpoint
from src.auth_helpers import _auth_disabled, get_current_user
from src.constants import DEEP_RESEARCH_DIR
_SESSION_ID_RE = re.compile(r"^[a-zA-Z0-9-]{1,128}$")
logger = logging.getLogger(__name__)
# Model-name substrings that are NOT chat/generation models — research must
# never pick these as its model. An OpenAI-style endpoint often lists
# `text-embedding-ada-002` etc. first in its model list, which is why research
# was failing with "Cannot reach model 'text-embedding-ada-002'".
_NON_CHAT_MODEL = (
"text-embedding", "embedding", "tts-", "whisper", "dall-e",
"moderation", "rerank", "reranker", "clip", "stable-diffusion",
)
def _first_chat_model(models) -> str:
"""First model that isn't an embedding/tts/etc. — falls back to models[0]."""
for m in (models or []):
if not any(p in str(m).lower() for p in _NON_CHAT_MODEL):
return m
return (models[0] if models else "")
def _resolve_research_endpoint(sess, owner: Optional[str] = None) -> tuple:
"""Return (endpoint_url, model, headers) for Deep Research, checking admin overrides."""
owner = owner or getattr(sess, "owner", None) or None
url, model, headers = resolve_endpoint(
"research",
fallback_url=sess.endpoint_url,
fallback_model=sess.model,
fallback_headers=sess.headers,
owner=owner,
)
return url, model, headers
def _owned_enabled_endpoint(db, owner, endpoint_id=None):
"""An enabled ModelEndpoint VISIBLE to `owner` (their own rows + legacy
null-owner "shared" rows), optionally narrowed to a specific endpoint_id;
None if nothing visible matches.
Owner-scoped on purpose. ModelEndpoint is per-user (core/database.py: non-null
owner = private, "the model picker only shows the endpoint to that user") and
holds a decrypted `api_key`. /api/research/start feeds the resolved row's
api_key + base_url into research_handler.start_research(llm_endpoint=,
llm_headers=), so an UNSCOPED lookup — by the caller-supplied endpoint_id, or
via the bare first-enabled fallback — would let a research-privileged user
spend ANOTHER user's API key/quota and reach whatever internal base_url they
configured. Mirrors webhook_routes._first_enabled_endpoint and
session_routes._owned_endpoint. A null/empty owner is a no-op (single-user /
legacy mode).
"""
from src.database import ModelEndpoint
from src.auth_helpers import owner_filter
q = db.query(ModelEndpoint).filter(ModelEndpoint.is_enabled == True) # noqa: E712
if endpoint_id:
q = q.filter(ModelEndpoint.id == endpoint_id)
return owner_filter(q, ModelEndpoint, owner).first()
def _resolve_endpoint_runtime(ep, owner=None, model: Optional[str] = None):
"""Resolve a ModelEndpoint row into (chat_url, model, headers).
Mirrors endpoint_resolver.resolve_endpoint's provider-auth handling for
panel-selected research endpoints. ChatGPT Subscription endpoints keep
OAuth tokens in ProviderAuthSession, so ep.api_key is intentionally empty.
"""
from src.endpoint_resolver import (
build_chat_url,
build_headers,
resolve_endpoint_runtime as resolve_model_endpoint_runtime,
)
try:
base, api_key = resolve_model_endpoint_runtime(ep, owner=owner)
except Exception as e:
logger.warning("Could not resolve endpoint credentials for research: %s", e)
return None
ep_model = (model or "").strip()
if not ep_model:
try:
models = json.loads(ep.cached_models) if ep.cached_models else []
if models:
ep_model = _first_chat_model(models)
except Exception:
pass
if not ep_model:
return None
return build_chat_url(base), ep_model, build_headers(api_key, base)
def setup_research_routes(research_handler, session_manager=None) -> APIRouter:
router = APIRouter(tags=["research"])
def _require_user(request: Request) -> str:
"""All research endpoints require an authenticated user. Research
data isn't owner-scoped in the on-disk JSON yet, so we at least
block anonymous access. Multi-tenant deploys should additionally
verify the session belongs to this user."""
user = get_current_user(request)
if not user:
if _auth_disabled():
return ""
raise HTTPException(401, "Not authenticated")
return user
def _validate_session_id(session_id: str) -> None:
if not _SESSION_ID_RE.fullmatch(session_id):
raise HTTPException(400, "Invalid session ID format")
def _owns_in_memory(session_id: str, user: str) -> bool:
"""Ownership check for an in-flight (in-memory) research task.
Falls back to the on-disk JSON if the task has already finished."""
entry = research_handler._active_tasks.get(session_id)
if entry is not None:
return entry.get("owner", "") == user
# Task no longer in memory — check the persisted JSON.
path = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if not path.exists():
return False
try:
return json.loads(path.read_text(encoding="utf-8")).get("owner") == user
except Exception:
return False
@router.get("/api/research/active")
async def research_active(request: Request):
"""List all currently active (running) research tasks."""
user = _require_user(request)
active = []
for sid, entry in research_handler._active_tasks.items():
# SECURITY: only show this user's running tasks.
if entry.get("owner", "") != user:
continue
if entry.get("status") == "running":
active.append({
"session_id": sid,
"query": entry.get("query", ""),
"status": "running",
"progress": entry.get("progress", {}),
"started_at": entry.get("started_at", 0),
})
return {"active": active}
@router.get("/api/research/status/{session_id}")
async def research_status(session_id: str, request: Request):
user = _require_user(request)
_validate_session_id(session_id)
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research found for this session")
status = research_handler.get_status(session_id)
if status is None:
raise HTTPException(404, "No research found for this session")
return status
@router.post("/api/research/cancel/{session_id}")
async def research_cancel(session_id: str, request: Request):
user = _require_user(request)
_validate_session_id(session_id)
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research found for this session")
cancelled = research_handler.cancel_research(session_id)
return {"cancelled": cancelled}
@router.post("/api/research/result/{session_id}")
async def research_result(session_id: str, request: Request):
user = _require_user(request)
_validate_session_id(session_id)
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research result available")
result = research_handler.get_result(session_id)
if result is None:
raise HTTPException(404, "No research result available")
sources = research_handler.get_sources(session_id) or []
raw_findings = research_handler.get_raw_findings(session_id) or []
research_handler.clear_result(session_id)
return {"result": result, "sources": sources, "raw_findings": raw_findings}
def _assert_owns_research(session_id: str, user: str) -> None:
"""404-not-403 ownership gate for a research session's on-disk JSON.
Use BEFORE returning any data or mutating the file."""
path = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if not path.exists():
raise HTTPException(404, "Research not found")
try:
owner = json.loads(path.read_text(encoding="utf-8")).get("owner")
except Exception:
raise HTTPException(404, "Research not found")
if owner != user:
raise HTTPException(404, "Research not found")
@router.get("/api/research/report/{session_id}")
async def research_report(session_id: str, request: Request):
"""Serve the visual HTML report for a completed research session."""
user = _require_user(request)
_validate_session_id(session_id)
_assert_owns_research(session_id, user)
logger.info(f"Visual report requested for session {session_id}")
try:
html_content = research_handler.get_report_html(session_id)
except Exception as e:
logger.error(f"Visual report generation error: {e}", exc_info=True)
raise HTTPException(500, f"Report generation failed: {e}")
if html_content is None:
logger.warning(f"No report data found for session {session_id}")
raise HTTPException(404, "No visual report available for this session")
return HTMLResponse(content=html_content)
class HideImageRequest(BaseModel):
url: str
@router.post("/api/research/{session_id}/hide-image")
async def research_hide_image(session_id: str, body: HideImageRequest, request: Request):
"""Mark an image URL as hidden for this research's visual report.
Persisted to the research JSON so subsequent /report renders skip it."""
user = _require_user(request)
_validate_session_id(session_id)
_assert_owns_research(session_id, user)
ok = research_handler.hide_image(session_id, body.url)
if not ok:
raise HTTPException(404, "Research not found")
return {"ok": True}
@router.post("/api/research/{session_id}/unhide-images")
async def research_unhide_images(session_id: str, request: Request):
"""Clear the hidden-images list for a research session."""
user = _require_user(request)
_validate_session_id(session_id)
_assert_owns_research(session_id, user)
ok = research_handler.unhide_all_images(session_id)
if not ok:
raise HTTPException(404, "Research not found")
return {"ok": True}
@router.get("/api/research/library")
async def research_library(
request: Request,
search: Optional[str] = Query(None),
sort: str = Query("recent"),
limit: int = Query(50),
archived: bool = Query(False),
):
user = _require_user(request)
"""List all completed research for the Library panel."""
data_dir = Path(DEEP_RESEARCH_DIR)
items = []
for p in data_dir.glob("*.json"):
try:
d = json.loads(p.read_text(encoding="utf-8"))
# SECURITY: only show research belonging to this user. Legacy
# JSONs without an `owner` field are hidden — auth was the only
# gate before, so every user saw every other user's reports.
if d.get("owner") != user:
continue
# Archived view shows ONLY archived reports; default hides them.
if bool(d.get("archived")) != archived:
continue
query = d.get("query", "")
if search and search.lower() not in query.lower():
continue
sources = d.get("sources", [])
items.append({
"id": p.stem,
"query": query,
"category": d.get("category") or "",
"source_count": len(sources),
"status": d.get("status", "done"),
"duration": d.get("stats", {}).get("Duration", ""),
"rounds": d.get("stats", {}).get("Rounds", ""),
"started_at": d.get("started_at", 0),
"completed_at": d.get("completed_at", 0),
"archived": bool(d.get("archived")),
})
except Exception:
continue
# Sort
if sort == "recent":
items.sort(key=lambda x: x["completed_at"] or 0, reverse=True)
elif sort == "oldest":
items.sort(key=lambda x: x["completed_at"] or 0)
elif sort == "most-messages":
items.sort(key=lambda x: x["source_count"], reverse=True)
elif sort == "alpha":
items.sort(key=lambda x: x["query"].lower())
return {"research": items[:limit], "total": len(items)}
@router.get("/api/research/detail/{session_id}")
async def research_detail(session_id: str, request: Request):
"""Return the full JSON for a single research result — sources,
summary, stats — used by the Library preview panel."""
user = _require_user(request)
_validate_session_id(session_id)
path = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if not path.exists():
raise HTTPException(404, "Research not found")
try:
data = json.loads(path.read_text(encoding="utf-8"))
except Exception as e:
raise HTTPException(500, f"Failed to read research: {e}")
# SECURITY: 404 (not 403) so we don't leak that the report exists.
if data.get("owner") != user:
raise HTTPException(404, "Research not found")
return data
@router.post("/api/research/{session_id}/archive")
async def research_archive(session_id: str, request: Request, archived: bool = Query(True)):
"""Soft-archive / restore a research report (sets `archived` in its JSON)."""
user = _require_user(request)
_validate_session_id(session_id)
path = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if not path.exists():
raise HTTPException(404, "Research not found")
try:
data = json.loads(path.read_text(encoding="utf-8"))
if data.get("owner") != user:
raise HTTPException(404, "Research not found")
data["archived"] = bool(archived)
path.write_text(json.dumps(data), encoding="utf-8")
except HTTPException:
raise
except Exception as e:
raise HTTPException(500, f"Failed to update research: {e}")
return {"ok": True, "id": session_id, "archived": bool(archived)}
@router.delete("/api/research/{session_id}")
async def research_delete(session_id: str, request: Request):
"""Delete a research result from disk."""
user = _require_user(request)
_validate_session_id(session_id)
data_dir = Path(DEEP_RESEARCH_DIR)
json_path = data_dir / f"{session_id}.json"
deleted = False
if json_path.exists():
# SECURITY: verify ownership before letting the caller delete it.
try:
data = json.loads(json_path.read_text(encoding="utf-8"))
if data.get("owner") != user:
raise HTTPException(404, "Research not found")
except HTTPException:
raise
except Exception:
raise HTTPException(404, "Research not found")
json_path.unlink()
deleted = True
return {"deleted": deleted}
# ------------------------------------------------------------------
# Panel endpoints — launch research without a chat session
# ------------------------------------------------------------------
class ResearchStartRequest(BaseModel):
query: str
# max_rounds=0 means "Auto" — let the AI decide when to stop, capped at 20.
max_rounds: int = Field(default=0, ge=0, le=20)
search_provider: Optional[str] = None
endpoint_id: Optional[str] = None
model: Optional[str] = None
max_time: int = Field(default=300, ge=60, le=1800)
extraction_timeout: Optional[int] = Field(default=None, ge=15, le=3600)
extraction_concurrency: Optional[int] = Field(default=None, ge=1, le=12)
category: Optional[str] = None
@router.post("/api/research/start")
async def research_start(body: ResearchStartRequest, request: Request):
"""Launch a research job from the dedicated panel."""
from src.auth_helpers import require_privilege
user = require_privilege(request, "can_use_research")
if user == "internal-tool":
tool_owner = (request.headers.get("X-Odysseus-Owner") or "").strip()
if tool_owner and tool_owner not in {"internal-tool", "api", "demo", "system"}:
auth_mgr = getattr(request.app.state, "auth_manager", None)
if auth_mgr is not None and getattr(auth_mgr, "is_configured", False):
try:
privs = auth_mgr.get_privileges(tool_owner) or {}
if not privs.get("can_use_research", True):
raise HTTPException(403, f"Your account is not allowed to can use research.")
except HTTPException:
raise
except Exception:
pass
user = tool_owner
session_id = f"rp-{uuid.uuid4().hex[:12]}"
if body.endpoint_id:
from src.database import SessionLocal
db = SessionLocal()
try:
# Owner-scoped: never resolve another user's private endpoint
# (and its decrypted api_key / internal base_url). A scoped miss
# reads as 404 so the endpoint's existence isn't revealed.
ep = _owned_enabled_endpoint(db, user, body.endpoint_id)
if not ep:
raise HTTPException(404, "Endpoint not found or disabled")
resolved = _resolve_endpoint_runtime(ep, owner=user, model=body.model)
if not resolved:
raise HTTPException(400, "Endpoint is not configured with a usable model.")
ep_url, ep_model, ep_headers = resolved
finally:
db.close()
else:
ep_url, ep_model, ep_headers = resolve_endpoint("research", owner=user)
if not ep_url:
ep_url, ep_model, ep_headers = resolve_endpoint("utility", owner=user)
# When neither research nor utility is configured, use the user's
# configured DEFAULT model (default_endpoint_id/default_model) rather
# than arbitrarily grabbing the first enabled endpoint's first model
# (which surfaced gpt-3.5). "Default" should mean the default model.
if not ep_url:
ep_url, ep_model, ep_headers = resolve_endpoint("default", owner=user)
if not ep_url:
ep_url, ep_model, ep_headers = resolve_endpoint("chat", owner=user)
if not ep_url:
from src.database import SessionLocal
db = SessionLocal()
try:
# Owner-scoped first-enabled fallback: the caller's own rows
# + legacy null-owner shared rows only — never borrow another
# user's private endpoint/api_key. Same fix as the
# /api/v1/chat fallback (webhook_routes._first_enabled_endpoint).
ep = _owned_enabled_endpoint(db, user)
if ep:
resolved = _resolve_endpoint_runtime(ep, owner=user)
if resolved:
ep_url, ep_model, ep_headers = resolved
finally:
db.close()
if not ep_url:
raise HTTPException(400, "No endpoints configured. Add one in Settings first.")
if body.model:
ep_model = body.model
# max_rounds=0 → "Auto", let AI decide; pass 20 as the safety cap.
effective_max_rounds = body.max_rounds if body.max_rounds > 0 else 20
research_handler.start_research(
session_id=session_id,
query=body.query,
llm_endpoint=ep_url,
llm_model=ep_model,
max_time=body.max_time,
llm_headers=ep_headers,
max_rounds=effective_max_rounds,
search_provider=body.search_provider or None,
category=body.category or None,
extraction_timeout=body.extraction_timeout,
extraction_concurrency=body.extraction_concurrency,
owner=user,
)
return {"session_id": session_id, "status": "running", "query": body.query}
@router.get("/api/research/stream/{session_id}")
async def research_stream(session_id: str, request: Request):
"""SSE stream of research progress events."""
user = _require_user(request)
_validate_session_id(session_id)
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research found for this session")
async def _generate():
last_progress = None
while True:
status = research_handler.get_status(session_id)
if status is None:
yield f"data: {json.dumps({'status': 'not_found'})}\n\n"
return
st = status.get("status", "")
progress = status.get("progress", {})
if progress != last_progress:
last_progress = progress
yield f"data: {json.dumps({**progress, 'status': st})}\n\n"
if st != "running":
final = {'status': st, 'final': True}
task = research_handler._active_tasks.get(session_id, {})
if st == "error" and task.get("result"):
final['error'] = str(task["result"])[:500]
yield f"data: {json.dumps(final)}\n\n"
return
await asyncio.sleep(1.5)
return StreamingResponse(
_generate(),
media_type="text/event-stream",
headers={"Cache-Control": "no-cache", "X-Accel-Buffering": "no"},
)
@router.post("/api/research/result-peek/{session_id}")
async def research_result_peek(session_id: str, request: Request):
"""Get research result without clearing it (for panel use)."""
user = _require_user(request)
_validate_session_id(session_id)
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research found for this session")
result = research_handler.get_result(session_id)
if result is None:
p = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if p.exists():
d = json.loads(p.read_text(encoding="utf-8"))
return {
"result": d.get("result", ""),
"sources": d.get("sources", []),
"raw_findings": d.get("raw_findings", []),
"category": d.get("category") or "",
}
raise HTTPException(404, "No research result available")
sources = research_handler.get_sources(session_id) or []
raw_findings = research_handler.get_raw_findings(session_id) or []
return {"result": result, "sources": sources, "raw_findings": raw_findings, "category": ""}
@router.post("/api/research/spinoff/{session_id}")
async def research_spinoff(session_id: str, request: Request):
"""Create a new chat session pre-seeded with this research as context.
Reads the persisted research result + sources for `session_id`, creates
a fresh session (inheriting endpoint/model/headers from the source
session if available, otherwise from the resolved chat endpoint), and
injects a single system message containing the report and sources so
the user can ask follow-up questions in a clean conversation.
"""
user = _require_user(request)
_validate_session_id(session_id)
# SECURITY: gate on ownership before reading the persisted research —
# otherwise any authenticated user could spin off (and thereby read)
# another user's report by guessing its session ID. Mirrors every other
# endpoint in this file (see result_peek above).
if not _owns_in_memory(session_id, user):
raise HTTPException(404, "No research found for this session")
if session_manager is None:
raise HTTPException(500, "session_manager not configured")
# Load research data — prefer in-memory result, fall back to disk
result = research_handler.get_result(session_id)
sources = research_handler.get_sources(session_id) or []
query = ""
path = Path(DEEP_RESEARCH_DIR) / f"{session_id}.json"
if path.exists():
try:
disk = json.loads(path.read_text(encoding="utf-8"))
if not result:
result = disk.get("result")
if not sources:
sources = disk.get("sources", []) or []
query = disk.get("query", "") or ""
except Exception as e:
logger.warning(f"Could not read research JSON for spinoff: {e}")
if not result:
raise HTTPException(404, "No research result available for this session")
# Inherit endpoint/model/headers from the source session when possible.
# For panel-launched research (rp-* IDs), there is no chat session, so
# fall back through the same chain as /api/research/start: research →
# utility → first enabled endpoint in the DB.
ep_url, ep_model, ep_headers = "", "", {}
try:
src_sess = session_manager.get_session(session_id)
ep_url = src_sess.endpoint_url or ""
ep_model = src_sess.model or ""
ep_headers = dict(src_sess.headers or {})
except KeyError:
pass
def _merge(r_url, r_model, r_headers):
nonlocal ep_url, ep_model, ep_headers
if not ep_url and r_url:
ep_url = r_url
if not ep_model and r_model:
ep_model = r_model
if not ep_headers and r_headers:
ep_headers = dict(r_headers)
if not ep_url or not ep_model:
_merge(*resolve_endpoint("chat", owner=user))
if not ep_url or not ep_model:
_merge(*resolve_endpoint("research", owner=user))
if not ep_url or not ep_model:
_merge(*resolve_endpoint("utility", owner=user))
if not ep_url or not ep_model:
# Last resort: this user's enabled endpoint, plus legacy shared rows.
from src.database import SessionLocal
from src.endpoint_resolver import normalize_base, build_chat_url, build_headers
db = SessionLocal()
try:
ep = _owned_enabled_endpoint(db, user)
if ep:
base = normalize_base(ep.base_url)
fallback_url = build_chat_url(base)
fallback_headers = build_headers(ep.api_key, base)
fallback_model = ""
if ep.cached_models:
try:
models = json.loads(ep.cached_models)
if models:
fallback_model = _first_chat_model(models)
except Exception:
pass
_merge(fallback_url, fallback_model, fallback_headers)
finally:
db.close()
if not ep_url or not ep_model:
raise HTTPException(400, "No endpoint configured — add one in Settings first")
# Create new session
new_sid = str(uuid.uuid4())
title_query = (query or "research").strip()
if len(title_query) > 60:
title_query = title_query[:57] + ""
new_name = f"Follow-up: {title_query}"
new_sess = session_manager.create_session(
session_id=new_sid,
name=new_name,
endpoint_url=ep_url,
model=ep_model,
rag=False,
owner=user,
)
if ep_headers:
new_sess.headers = ep_headers
session_manager.save_sessions()
try:
from src.event_bus import fire_event
fire_event("session_created", user)
except Exception:
logger.debug("session_created event dispatch failed", exc_info=True)
# Build the priming system message — report only, no sources injected.
# The user can open the visual report for source details; keeping sources
# out of the chat context saves tokens and avoids the AI fabricating
# citations.
date_str = datetime.utcnow().strftime("%Y-%m-%d")
primer = (
f"[Research context — {date_str}]\n\n"
f"The user previously ran a deep research investigation. Use the "
f"report below as your primary knowledge base when answering "
f"follow-up questions. If the user asks something not covered, "
f"say so plainly rather than guessing.\n\n"
f"=== ORIGINAL QUERY ===\n{query or '(not recorded)'}\n\n"
f"=== REPORT ===\n{result}"
)
from core.models import ChatMessage
new_sess.add_message(ChatMessage(
role="system",
content=primer,
metadata={"research_spinoff_from": session_id},
))
session_manager.save_sessions()
return {
"session_id": new_sid,
"name": new_name,
"source_count": len(sources),
}
return router