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DeepTutor

v1.4.14 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-agents ai-tutor clawdbot cli-tool deepresearch interactive-learning
+3 more
large-language-models multi-agent-systems llm

Affected surfaces

auth

Summary

AI summary

Deep Research reports now flag partial results, LightRAG indexes without MinerU check, FAISS handles non-ASCII paths, and PocketBase sessions are isolated per user.

Full changelog

DeepTutor v1.4.14 Release Notes

Release Date: 2026.06.29

A fixes-and-polish follow-up to v1.4.13: open an assigned partner straight into chat with one click, Deep Research reports flag when a subtopic couldn't be completed, LightRAG indexes without MinerU installed, FAISS handles non-ASCII paths, and PocketBase sessions are isolated per user. Drop-in for the default backend — no migrations.

What's New

Open an assigned partner straight into chat

For a non-admin user, clicking a partner the administrator assigned now connects it as an agent and drops you into a fresh chat already targeting it — no separate trip through My Agents. Admins still click through to the partner's management page as before.

Deep Research flags partial results

When some research subtopics can't be completed — a block raises, or exhausts its iteration budget without finishing — the report no longer looks like a clean success. The run surfaces a warning notice and the result envelope carries partial, failed_block_count, and failed_block_titles, so callers can tell the report rests on partial evidence (issue #595).

LightRAG indexes without MinerU

LightRAG indexing hard-failed with "Parser 'mineru' is not properly installed" even when you'd picked a different parsing engine, because RAG-Anything ran a one-time install check on its default parser. DeepTutor already feeds it pre-parsed content, so that spurious check is now skipped and indexing proceeds regardless of which parse engine you chose (issue #594).

FAISS indexes on non-ASCII paths

Rebuilding a FAISS-backed knowledge base crashed on Windows when the path held non-ASCII characters — a Chinese knowledge-base name, or a C:\Users\张三 home directory. FAISS indexes now persist and load through a Python byte stream that handles Unicode paths; the on-disk format is unchanged and stays cross-readable with stock FAISS.

PocketBase sessions isolated per user

On the optional PocketBase backend, every session is now stamped with and filtered by user_id, matching the per-user-file isolation the default SQLite backend already provides. A session's messages and turns are reachable only through that session, so one user can no longer read or mutate another's conversations.

Upgrade Notes

Drop-in from v1.4.13 on the default JSON/SQLite backend: pip install -U deeptutor; Docker users pull ghcr.io/hkuds/deeptutor:latest. No migrations and no behavior changes for existing single-user setups.

On the optional PocketBase backend, sessions are now scoped by user_id. Sessions created before this upgrade carry no user_id and won't appear in the session list until re-created (or backfilled with the current user's id). PocketBase stays a single-user integration — keep integrations.pocketbase_url blank for multi-user deployments.

Full Changelog: https://github.com/HKUDS/DeepTutor/compare/v1.4.13...v1.4.14

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About DeepTutor

"DeepTutor: Agent-Native Personalized Learning Assistant"

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Related context

Earlier breaking changes

  • v1.4.5 Guided Learning rebuilt as tutor chat with hard mastery gate; old fixed-stage flow removed.
  • v1.4.0-beta Deletes the legacy main.yaml capability copy; each capability now uses its own prompt files
  • v1.4.0-beta Removes legacy main.yaml capability copy in favor of per-capability prompt files
  • v1.4.0-beta Removes legacy agents/ and prompts/ directories for research, solve, question modes

Beta — feedback welcome: [email protected]