uhh-lt/dats

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Is uhh-lt/dats beginner-friendly?

The maintainers of uhh-lt/dats usually reply to a pull request within 1 day. 8 beginner-friendly issues are open now.

Stars
50
Forks
6
Open beginner issues
8
Indexed issues
145
Avg merge
1d 2h
Merged PRs (30d)
74
Dominant language
Python
License
Apache-2.0
Last GitHub push
Oct 5, 2026
Latest indexed
Oct 7, 2026
No contributing guide
No code of conduct
Beginner labels
No beginner labels indexed

How to contribute to uhh-lt/dats

  1. There is no contributing guide, so start from the README and a few recently merged pull requests to see how changes are proposed.
  2. Your contributions will be published under the project's Apache-2.0 license.
  3. Pick one of the 8 open beginner-friendly issues below and comment that you want to work on it before you start.
Beginner friendly Everything
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Issues somebody may already be working on are listed last. List everything by date

  • An imported image keeps repo_url on the uploaded file instead of the WebP
    Open
    • Is something wrong?

    Difficulty 2/5 1-3 hours Newbie friendliness 76/100

    uhh-lt/dats#890 ·

    Maintainers usually reply within 1 day

  • Named entities of audio and video documents use spaCy token indices on Whisper tokens
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 48/100

    uhh-lt/dats#889 ·

    Maintainers usually reply within 1 day

  • Back off the polling of the feature states while a feature is computing
    Open
    • Is something wrong?

    Difficulty 3/5 1-2 days Newbie friendliness 68/100

    uhh-lt/dats#888 ·

    Maintainers usually reply within 1 day

  • Consistent error states in document preprocessing: "processing" should always mean a job exists
    Open
    • Is something wrong?

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#887 ·

    Maintainers usually reply within 1 day

  • Plan the steps of a feature activation in the background job
    Open
    • Is something wrong?

    Difficulty 5/5 1-2 days Newbie friendliness 35/100

    uhh-lt/dats#886 ·

    Maintainers usually reply within 1 day

  • Split JobType into pipeline steps and jobs
    Open
    • Is something wrong?
    backend preprocessing

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    uhh-lt/dats#885 ·

    Maintainers usually reply within 1 day

  • Merge the ML job status table into the step status table
    Open
    • Is something wrong?
    backend preprocessing

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#884 ·

    Maintainers usually reply within 1 day

  • RAG chat session can be continued by any logged-in user
    Open
    • Is something wrong?
    backend

    Difficulty 2/5 1-3 hours Newbie friendliness 78/100

    uhh-lt/dats#883 ·

    Maintainers usually reply within 1 day

  • A rejected upload still creates the files before the rejected one
    Open
    • Is something wrong?
    backend preprocessing

    Difficulty 3/5 1-2 days Newbie friendliness 78/100

    uhh-lt/dats#882 ·

    Maintainers usually reply within 1 day

  • Implement search & auto-annotate fully (UI, gating, tests)
    Open
    • Is something wrong?
    backend frontend

    Difficulty 4/5 3-5 days Newbie friendliness 35/100

    uhh-lt/dats#881 ·

    Maintainers usually reply within 1 day

  • Export/import: the standalone sentence annotation import uses the span annotation import
    Open
    • Is something wrong?
    backend

    Difficulty 2/5 1-3 hours Newbie friendliness 82/100

    uhh-lt/dats#872 ·

    Maintainers usually reply within 1 day

  • Prompt templates with Jinja and one generic pipeline for the LLM assistant tasks
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 12/100

    uhh-lt/dats#863 ·

    Maintainers usually reply within 1 day

  • AI agent chat: follow-ups after the first version
    Open
    • Is something wrong?

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#852 ·

    Maintainers usually reply within 1 day

  • Project import silently loses data when duplicating a project
    Open
    • Is something wrong?

    Difficulty 5/5 Over a week Newbie friendliness 34/100

    uhh-lt/dats#841 ·

    Maintainers usually reply within 1 day

  • Migrate all code selectors to one reusable, searchable CodeSelector
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 42/100

    uhh-lt/dats#834 ·

    Maintainers usually reply within 1 day

  • Code co-occurrence analysis (overlap detection)
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#811 ·

    Maintainers usually reply within 1 day

  • Code system versioning (major.minor.patch, secured versions)
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#810 ·

    Maintainers usually reply within 1 day

  • websocket_dependency.py is not consistent: mixes ORM and DTO
    Open
    • Is something wrong?

    Difficulty 2/5 1-3 hours Newbie friendliness 62/100

    uhh-lt/dats#802 ·

    Maintainers usually reply within 1 day

  • Type the search view endpoints per entity (memo, span, sentence, bbox)
    Open
    • Is something wrong?

    Difficulty 5/5 Over a week Newbie friendliness 42/100

    uhh-lt/dats#800 ·

    Maintainers usually reply within 1 day

  • Unify the request shape of the search endpoints (sdoc, health, word frequency)
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    uhh-lt/dats#799 ·

    Maintainers usually reply within 1 day

  • Frontend: remove feature-to-feature imports
    Open
    • Is something wrong?

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    uhh-lt/dats#778 ·

    Maintainers usually reply within 1 day

  • Rework the ML jobs into proper job-system jobs
    Open
    • Is something wrong?
    backend

    Difficulty 5/5 Over a week Newbie friendliness 30/100

    uhh-lt/dats#772 ·

    Maintainers usually reply within 1 day

  • Instruction files and unification for the remaining module groups
    Open
    • Is something wrong?
    agentic-workflows backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#770 ·

    Maintainers usually reply within 1 day

  • Fix and wire the last two layering checks: check_repos and check_endpoints
    Open
    • Is something wrong?
    backend

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    uhh-lt/dats#769 ·

    Maintainers usually reply within 1 day

  • [aw] Detection Runs
    Open
    • Is something wrong?
    agentic-workflows

    Difficulty 1/5 Under an hour Newbie friendliness 1/100

    uhh-lt/dats#730 · 140 comments ·

    Maintainers usually reply within 1 day

  • auto-detect import data type
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 35/100

    uhh-lt/dats#702 ·

    Maintainers usually reply within 1 day

  • Frontend: list tags in alphabetical order ("add tag" function in search module)
    Open
    • Is something wrong?

    Difficulty 1/5 Under an hour Newbie friendliness 68/100

    uhh-lt/dats#684 ·

    Maintainers usually reply within 1 day

  • LLM assistant for making annotations more fine-grained
    Open
    • Is something wrong?
    backend frontend

    Difficulty 3/5 1-2 days Newbie friendliness 45/100

    uhh-lt/dats#680 ·

    Maintainers usually reply within 1 day

  • LLM few shot prompt generation
    Open
    • Is something wrong?
    backend frontend

    Difficulty 2/5 1-3 hours Newbie friendliness 70/100

    uhh-lt/dats#679 ·

    Maintainers usually reply within 1 day

  • "Perspectives" --> Usage unclear
    Open
    • Is something wrong?
    frontend

    Difficulty 2/5 1-3 hours Newbie friendliness 70/100

    uhh-lt/dats#674 ·

    Maintainers usually reply within 1 day

  • "Reading" mode in annotation view --> usage unclear --> suggestion
    Open
    • Is something wrong?
    frontend

    Difficulty 3/5 1-2 days Newbie friendliness 42/100

    uhh-lt/dats#672 ·

    Maintainers usually reply within 1 day

  • Whiteboard – currently buggy?
    Open
    • Is something wrong?
    backend

    Difficulty 2/5 1-3 hours Newbie friendliness 35/100

    uhh-lt/dats#669 ·

    Maintainers usually reply within 1 day

  • New logic order and renamed tool tips of the right "view" tool bar on the right
    Open
    • Is something wrong?
    frontend

    Difficulty 2/5 1-3 hours Newbie friendliness 48/100

    uhh-lt/dats#667 ·

    Maintainers usually reply within 1 day

  • Annotation view --> avoiding "Dead End" by clicking without previously selected texts in "search"
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 28/100

    uhh-lt/dats#666 ·

    Maintainers usually reply within 1 day

  • Clearer distinction between the Open LLM Assistant and ML Automation
    Open
    • Is something wrong?
    backend

    Difficulty 2/5 1-3 hours Newbie friendliness 45/100

    uhh-lt/dats#664 ·

    Maintainers usually reply within 1 day

  • Hide system codes by default
    Open
    • Is something wrong?
    frontend

    Difficulty 3/5 1-2 days Newbie friendliness 35/100

    uhh-lt/dats#662 ·

    Maintainers usually reply within 1 day

  • Color codes smarter in hierarchy
    Open
    • Is something wrong?

    Difficulty 2/5 1-3 hours Newbie friendliness 70/100

    uhh-lt/dats#660 ·

    Maintainers usually reply within 1 day

  • Annoplot: 2D map for annotation QA and bulk updates
    Open
    • Is something wrong?
    backend frontend size: medium

    Difficulty 4/5 3-5 days Newbie friendliness 30/100

    uhh-lt/dats#657 ·

    Maintainers usually reply within 1 day

  • Chat with data: scoped global chat for documents, annotations, memos
    Open
    • Is something wrong?
    backend frontend size: medium

    Difficulty 5/5 3-5 days Newbie friendliness 35/100

    uhh-lt/dats#656 ·

    Maintainers usually reply within 1 day

  • Complex Annotation Search (Overlap Metrics)
    Open
    • Is something wrong?
    backend frontend size: medium

    Difficulty 5/5 3-5 days Newbie friendliness 25/100

    uhh-lt/dats#655 ·

    Maintainers usually reply within 1 day

  • Annotator: outdated warning for annotations vs active code tree version
    Open
    • Is something wrong?
    backend frontend

    Difficulty 4/5 3-5 days Newbie friendliness 50/100

    uhh-lt/dats#654 ·

    Maintainers usually reply within 1 day

  • Frontend: show code/tag audit log in detail dialog
    Open
    • Is something wrong?
    frontend

    Difficulty 3/5 1-2 days Newbie friendliness 65/100

    uhh-lt/dats#653 ·

    Maintainers usually reply within 1 day

  • Backend: code/tag versioning, audit log storage, retention config
    Open
    • Is something wrong?
    backend

    Difficulty 4/5 3-5 days Newbie friendliness 38/100

    uhh-lt/dats#652 ·

    Maintainers usually reply within 1 day

  • [EPIC] Code/Tag versioning, audit log, and annotation outdated warnings
    Open
    • Is something wrong?
    backend frontend

    Difficulty 5/5 Over a week Newbie friendliness 25/100

    uhh-lt/dats#651 ·

    Maintainers usually reply within 1 day

  • Drag & Drop for TreeExplorers (Code Tree / Tag Tree)
    Open
    • Is something wrong?

    Difficulty 3/5 1-2 days Newbie friendliness 65/100

    uhh-lt/dats#649 ·

    Maintainers usually reply within 1 day

  • Implement robust frontend state logic
    Open
    • Is something wrong?
    frontend

    Difficulty 4/5 3-5 days Newbie friendliness 20/100

    uhh-lt/dats#646 ·

    Maintainers usually reply within 1 day

  • API endpoint to retrieve information about ML models
    Open
    • Is something wrong?
    backend

    Difficulty 4/5 3-5 days Newbie friendliness 45/100

    uhh-lt/dats#645 ·

    Maintainers usually reply within 1 day

  • Improve Crawling, switch to Crawl4AI?
    Open
    • Is something wrong?
    preprocessing

    Difficulty 4/5 3-5 days Newbie friendliness 15/100

    uhh-lt/dats#642 ·

    Maintainers usually reply within 1 day

  • Truncation problem in span classifier inference (& long documents)
    Open
    • Is something wrong?
    backend

    Difficulty 3/5 Half a day Newbie friendliness 55/100

    uhh-lt/dats#635 ·

    Maintainers usually reply within 1 day

  • Classifier Training Dataset Retrieval is incorrect
    Open
    • Is something wrong?
    backend frontend

    Difficulty 2/5 1-3 hours Newbie friendliness 50/100

    uhh-lt/dats#634 ·

    Maintainers usually reply within 1 day

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