Unstructured-IO/unstructured

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Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

Stars: 15.5k
Forks: 1.3k
Open beginner issues: 0
Indexed issues: 183
Avg merge: 4d 2h
Merged PRs (30d): 13

Dominant language: HTML
License: Apache-2.0
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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183 open issues indexed

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
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
[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
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
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
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
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
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
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/no-docx-demo The demo site is not accepting docx files Open

bug

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

Unstructured-IO/unstructured#4077 · Opened Aug 17, 2025
bug/unstructured_inference.models.yolox.UnstructuredYoloXModel.initialize() failed Open

bug

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

Unstructured-IO/unstructured#4063 · 3 comments · Opened Jul 16, 2025
bug/<partition returns empty output and exits with code 0> Open

bug

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

Unstructured-IO/unstructured#4054 · 1 comment · 1 reaction · Opened Jul 14, 2025
bug/Unstructured always gets stuck Open

bug

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

Unstructured-IO/unstructured#4053 · 1 comment · Opened Jul 14, 2025
feat/Support .xlsm documents Open

enhancement

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

Unstructured-IO/unstructured#4047 · Opened Jul 8, 2025
Future Warning: Passing bytes to `read_excel` is deprecated Open

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

Unstructured-IO/unstructured#4036 · 1 comment · Opened Jun 30, 2025
bug/partition_pdf incorrectly parsed math formula from table Open

bug

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

Unstructured-IO/unstructured#4035 · 1 comment · Opened Jun 27, 2025
bug/no matching manifest for linux/arm64/v8 in the manifest list entries Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 28/100

Unstructured-IO/unstructured#4028 · 2 comments · Opened Jun 19, 2025
If I deploy Paddle OCR with Docker, can unstructured still use Paddle OCR? Is it true that the default OCR call in the source code is made in the form of a local deployment package? Open

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

Unstructured-IO/unstructured#4010 · Opened Jun 4, 2025
Error must install unstructured_pytesseract when using paddleocr Open

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

Unstructured-IO/unstructured#4007 · 1 reaction · Opened May 31, 2025
Request for Slimmed-Down PDF Extraction Interface (Exclude Unused OCR Addons) Open

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

Unstructured-IO/unstructured#4001 · 2 comments · 2 reactions · Opened May 17, 2025
Chunking chunk_by_title strategy does not output the title used for the split Open

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

Unstructured-IO/unstructured#3996 · Opened May 6, 2025
Cannot call Unstructured (with API key) using Haystack - HTTP/1.1 400 Bad Request error. Failed to partition set 3. Open

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

Unstructured-IO/unstructured#3988 · 1 comment · Opened Apr 22, 2025
bug/partition where unstructured-inference does not have keyword argument password in get_model() Open

bug

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

Unstructured-IO/unstructured#3987 · Opened Apr 17, 2025
bug/partition_pdf with analysis True and pdf_image_dpi != 200 Open

bug

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

Unstructured-IO/unstructured#3985 · Opened Apr 11, 2025
Compatibility issue between unstructured[pdf]==0.16.11 and pdfminer.six 20250327 Open

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

Unstructured-IO/unstructured#3982 · 4 comments · 14 reactions · Opened Apr 9, 2025
bug/import partition_pdf must use onnxruntime? Open

bug

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

Unstructured-IO/unstructured#3981 · Opened Apr 7, 2025
bug/Wrongly detected fileType for exported documents Open

bug

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

Unstructured-IO/unstructured#3980 · 1 comment · Opened Apr 6, 2025
bug/nltk.download('averaged_perceptron_tagger_eng')&nltk.download('punkt_tab') Open

bug

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

Unstructured-IO/unstructured#3967 · 1 comment · Opened Mar 26, 2025
Policies for RAG system Open

enhancement

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

Unstructured-IO/unstructured#3958 · Opened Mar 14, 2025

Unstructured-IO/unstructured

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