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Unstructured-IO

7 indexed repositories · View on GitHub

unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean...

HTML · 15455 stars
unstructured-api

Python · 951 stars
unstructured-inference

Python · 209 stars
unstructured-python-client
A Python client for the Unstructured Platform API

Python · 119 stars
unstructured-ingest

HTML · 109 stars
UNS-MCP

Jupyter Notebook · 42 stars
base-images
Store Dockerfiles and Packer configs for images to use as a base to build upon

Shell · 6 stars

Beginner friendly Everything

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bug/encoding-detection-returns-mojibake Open

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

Unstructured-IO/unstructured#4466 · Opened Sep 1, 2026
detect_filetype()/partition() raise UnicodeDecodeError on non-UTF-8 text files that start with "{" or "[" Open

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

Unstructured-IO/unstructured#4446 · Opened Aug 19, 2026
partition_csv() raises UnicodeDecodeError on UTF-16-LE files even with correct encoding argument Open

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

Unstructured-IO/unstructured#4443 · Opened Aug 19, 2026
bug/fallback-encoding-detection-for-file-like-objects Open

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

Unstructured-IO/unstructured#4434 · 1 comment · Opened Aug 12, 2026
Helm chart for self-hosted deployment? Open

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

Unstructured-IO/unstructured-api#583 · Opened Aug 6, 2026
extract_text_before/extract_text_after raise UnboundLocalError when the pattern is absent Open

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

Unstructured-IO/unstructured#4427 · 3 comments · Opened Aug 6, 2026
Vanilla `unstructured` via `uvx` fails with `Failed to build llvmlite` Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 52/100

Unstructured-IO/unstructured#4390 · 4 comments · Opened Jul 6, 2026
python 3.14 support Open

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

Unstructured-IO/unstructured#4378 · 1 comment · 1 reaction · Opened Jun 27, 2026
Invisible PDF text (rendering mode 3) silently flows into RAG chunks fed to LLMs Open

Difficulty 5/5 Over a week Newbie friendliness 45/100

Unstructured-IO/unstructured#4377 · 4 comments · Opened Jun 25, 2026
Your project scores Grade A on HVTracker's independent trust analysis Open

Difficulty 1/5 Under an hour Newbie friendliness 15/100

Unstructured-IO/unstructured#4359 · Opened Jun 4, 2026
PDF processing fails with "PdfiumError: Data format error" on /general/v0/general Open

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

Unstructured-IO/unstructured-api#572 · Opened May 11, 2026
unstructured[all-docs] 0.22.19+ incompatible with pandas 3.x due to upper bound <3.0.0 Open

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

Unstructured-IO/unstructured-api#568 · Opened Apr 16, 2026
[Feature Request] Add document layout analysis confidence scores Open

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

Unstructured-IO/unstructured#4320 · 4 comments · Opened Apr 5, 2026
Python version seems quite restrictive Open

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

Unstructured-IO/unstructured-inference#499 · Opened Mar 29, 2026
Large HTML documents cannot be partitioned using the partition_html function. Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 72/100

Unstructured-IO/unstructured#4289 · 1 comment · Opened Mar 23, 2026
Connector suggestion: anybrowse for live web content ingestion with Cloudflare bypass Open

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

Unstructured-IO/unstructured#4288 · Opened Mar 21, 2026
Release-tagged container images are overwritten on each push to main Open

Difficulty 4/5 3-5 days Newbie friendliness 39/100

Unstructured-IO/unstructured-api#551 · Opened Mar 11, 2026
SharePoint: Graph API path-based URLs are not properly quoted Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

Unstructured-IO/unstructured-ingest#660 · Opened Mar 4, 2026
Dependency Dashboard Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

Unstructured-IO/UNS-MCP#64 · Opened Mar 3, 2026
Dependency Dashboard Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Unstructured-IO/unstructured-ingest#658 · Opened Mar 3, 2026
Dependency Dashboard Open

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

Unstructured-IO/unstructured-inference#479 · Opened Mar 3, 2026
Dependency Dashboard Open

Difficulty 3/5 1-2 days Newbie friendliness 15/100

Unstructured-IO/unstructured-api#547 · Opened Mar 3, 2026
Update starlette Package to Newer Version for CVE Remediations Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

Unstructured-IO/unstructured-api#545 · Opened Feb 25, 2026
bug/partition_pdf() with stategy = "fast" is not extracting any elements Open

bug

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

Unstructured-IO/unstructured#4260 · Opened Feb 23, 2026
Ggg Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

Unstructured-IO/unstructured#4254 · Opened Feb 22, 2026
Git branch naming Open

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

Unstructured-IO/unstructured#4249 · Opened Feb 19, 2026
Confluence page limits not working Open

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

Unstructured-IO/unstructured-ingest#645 · 1 reaction · Opened Feb 17, 2026
bug/XLSX Table string representation loses row boundaries after 0.16.0 causing flattened output from partition_xlsx Open

bug

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

Unstructured-IO/unstructured#4235 · 3 comments · Opened Feb 11, 2026
list_sources and get_source_info fail due to incorrect response schema validation Open

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

Unstructured-IO/UNS-MCP#58 · 1 comment · Opened Feb 2, 2026
bug/Dependency resolution discrepancy for numba Open

bug

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

Unstructured-IO/unstructured#4216 · 4 comments · 7 reactions · Opened Jan 29, 2026
please add huggingface args in unstructured.partition.xx functions Open

bug

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

Unstructured-IO/unstructured#4209 · Opened Jan 26, 2026
feat/Infer the hierarchical heading/title levels such as H1, H2, H3, H4 for PDFs Open

enhancement

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

Unstructured-IO/unstructured#4204 · 3 comments · Opened Jan 22, 2026
Feature Request: Add PaddleOCR GPU support to Docker image Open

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

Unstructured-IO/unstructured-api#533 · 1 comment · 1 reaction · Opened Dec 31, 2025
OCR_AGENT environment variable is ignored - API always uses Tesseract Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

Unstructured-IO/unstructured-api#532 · Opened Dec 31, 2025
After install the unstructured[all-docs] on the CPU machine (Windows) I am getting error Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Unstructured-IO/unstructured#4155 · 1 comment · Opened Dec 25, 2025
Dependency Dashboard Open

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

Unstructured-IO/unstructured#4138 · Opened Dec 24, 2025
Problem running multiple processes Open

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

Unstructured-IO/unstructured-ingest#608 · Opened Nov 23, 2025
bug/get_job returns COMPLETED status on FAILED jobs Open

bug

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

Unstructured-IO/unstructured-python-client#314 · Opened Nov 19, 2025
bug/parse chinese document ( tranditional chinese ) with attachment Open

bug

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

Unstructured-IO/unstructured#4119 · Opened Nov 8, 2025
429 “Too Many Requests” error when Unstructured downloads YOLO layout model on Google Cloud Run Open

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

Unstructured-IO/unstructured#4110 · 1 comment · Opened Oct 28, 2025
Replace BeautifulSoup with Scrapling's parser Open

enhancement

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

Unstructured-IO/unstructured#4106 · 2 comments · Opened Oct 13, 2025
bug/pdf-extraction-bug Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Unstructured-IO/unstructured#4104 · Opened Oct 8, 2025
bug/<short-name>把YOLOX的地址设置为本地目录，可通过在自己代码前面加上这些命令 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Unstructured-IO/unstructured#4103 · 1 comment · Opened Sep 30, 2025
bug/a text file cannot be loaded from a ZipExtFile Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 55/100

Unstructured-IO/unstructured#4097 · 3 comments · Opened Sep 23, 2025
bug/incorrect text extraction by partition_pdf with hi_res strategy Open

bug

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

Unstructured-IO/unstructured#4092 · Opened Sep 5, 2025
feat/Better readme Open

enhancement

Difficulty 1/5 Under an hour Newbie friendliness 62/100

Unstructured-IO/unstructured#4090 · Opened Sep 4, 2025
bug/None text attribute when normalizing Picture to Image element Open

bug

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

Unstructured-IO/unstructured#4084 · Opened Aug 22, 2025
bug/ Server Error when creating Snowflake connector Open

bug

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

Unstructured-IO/unstructured-python-client#310 · Opened Aug 21, 2025
bug/ Server Error when creating Confluence connector Open

bug

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

Unstructured-IO/unstructured-python-client#309 · Opened Aug 20, 2025
bug/SaaS API Kafka Cloud Connector inconsistency Open

bug

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

Unstructured-IO/unstructured-python-client#308 · Opened Aug 20, 2025

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