unsloth/studio/backend/core
danielhanchen 71a07515ff Studio: fix Deep Research review findings (RAG slot bound, orphaned workers, hardening)
- Bound the shared RAG search slot to one running worker. The search that is
  doing the embedding/index/GPU work now owns the admission slot until it
  finishes, instead of freeing it on caller timeout while the detached worker
  keeps running, which let a second search enter and stack concurrent work
  behind the capacity-of-one semaphore.
- Cancel active research runs before deleting their thread, project, or all
  history. Deleting cascade-drops the run row, but the worker only notices at
  its next lease check, so it could keep doing model/web/RAG work for a run
  that no longer exists; signalling cancel first shortens that window.
- Shield the planner prompt's conversation and question with _shield_untrusted,
  matching the decision and synthesis prompts, so untrusted text cannot forge
  planner delimiters.
- Do not let a research key-revocation failure replace a successful
  non-streaming completion; log it like the streaming path does.
- Include created_at in the protected research-message guard so a client cannot
  reorder server-managed prompt/response messages while leaving the body intact.
- Reject non-scalar ragScope values; a nested container evades the
  sensitive-key scan when its inner keys are unlisted and would reach retrieval
  code that expects a scalar scope id.

Adds regression tests for each.
2026-07-22 13:10:38 +00:00
..
data_recipe Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
export Studio: quiet noisy logs, log real progress, and speed up Windows/macOS dataset prep (#7087) 2026-07-15 06:49:52 -07:00
inference Studio: fix Deep Research review findings (RAG slot bound, orphaned workers, hardening) 2026-07-22 13:10:38 +00:00
rag Merge branch 'main' into feature/deep-research 2026-07-22 06:10:41 +00:00
training Recognize Radeon 8065S (Gorgon Halo / Ryzen AI Max 400) as gfx1151 (#7290) 2026-07-21 18:07:41 -07:00
__init__.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
_torchao_stub.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
import_guards.py Studio: self-heal unsloth namespace shadows; clearer failed-load messages (#6532) 2026-06-21 22:43:31 -07:00
research_runs.py Studio: fix Deep Research review findings (RAG slot bound, orphaned workers, hardening) 2026-07-22 13:10:38 +00:00
tool_healing.py Studio: Inkling support fixes (#7153) 2026-07-15 11:22:38 -07:00