A library that prepares raw documents for downstream ML tasks.

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  • License: Apache Software License (Apache-2.0)
  • Author: Unstructured Technologies
  • Tags NLP , PDF , HTML , CV , XML , parsing , preprocessing
  • Requires: Python <3.14, >=3.9.0
  • Provides-Extra: remote , csv , doc , docx , epub , md , msg , odt , org , pdf , ppt , pptx , rtf , rst , tsv , xlsx , airtable , astradb , azure , azure-ai-search , biomed , box , chroma , clarifai , confluence , couchbase , delta-table , discord , dropbox , duckdb , elasticsearch , gcs , github , gitlab , google-drive , hubspot , jira , kafka , kdbai , lancedb , milvus , mongodb , neo4j , notion , onedrive , opensearch , outlook , pinecone , postgres , qdrant , reddit , redis , s3 , sharepoint , salesforce , sftp , slack , snowflake , wikipedia , weaviate , databricks-volumes , databricks-delta-tables , singlestore , vectara , vastdb , zendesk , embed-huggingface , embed-octoai , embed-vertexai , embed-voyageai , embed-mixedbreadai , openai , bedrock , togetherai
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Unstructured Ingest

For details, see the Unstructured Ingest overview in the Unstructured documentation.

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  • License: Apache Software License (Apache-2.0)
  • Author: Unstructured Technologies
  • Tags NLP , PDF , HTML , CV , XML , parsing , preprocessing
  • Requires: Python <3.14, >=3.9.0
  • Provides-Extra: remote , csv , doc , docx , epub , md , msg , odt , org , pdf , ppt , pptx , rtf , rst , tsv , xlsx , airtable , astradb , azure , azure-ai-search , biomed , box , chroma , clarifai , confluence , couchbase , delta-table , discord , dropbox , duckdb , elasticsearch , gcs , github , gitlab , google-drive , hubspot , jira , kafka , kdbai , lancedb , milvus , mongodb , neo4j , notion , onedrive , opensearch , outlook , pinecone , postgres , qdrant , reddit , redis , s3 , sharepoint , salesforce , sftp , slack , snowflake , wikipedia , weaviate , databricks-volumes , databricks-delta-tables , singlestore , vectara , vastdb , zendesk , embed-huggingface , embed-octoai , embed-vertexai , embed-voyageai , embed-mixedbreadai , openai , bedrock , togetherai
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Release history Release notifications | RSS feed

1.6.2

1.6.1

1.5.2

1.5.1

1.5.0

1.4.28

1.4.27

1.4.26b1 pre-release

1.4.24

1.4.23b1 pre-release

1.4.20

1.4.19

1.4.18

1.4.15

1.4.14

1.4.13

1.4.12

1.4.11

1.4.10

1.4.9

1.4.8

1.4.7

1.4.6

1.4.5

1.4.4

1.4.2

1.4.0

1.3.2

1.3.1

1.2.40

1.2.39

1.2.38

1.2.37

1.2.36

1.2.35

1.2.34

1.2.32

1.2.30

1.2.28

1.2.27

1.2.25

1.2.24

1.2.22

1.2.21

1.2.20

1.2.19

1.2.18

1.2.14

1.2.13

1.2.11

1.2.10

1.2.9

1.2.8

1.2.7

1.2.6

1.2.5

1.2.4

1.2.3

1.2.2

1.2.1

1.2.0

1.1.3

1.1.2

1.1.0

1.0.56

1.0.55

1.0.54

1.0.53

1.0.52

1.0.51

1.0.49

1.0.48

1.0.47

1.0.46

1.0.46.dev0 pre-release

1.0.45

1.0.44

1.0.41

1.0.40

1.0.37

1.0.35

1.0.34

1.0.33

1.0.32

1.0.31

1.0.28

1.0.27

1.0.24

1.0.23

1.0.21

1.0.19

1.0.18

1.0.17

1.0.16

1.0.15

1.0.14

1.0.13

1.0.12

1.0.11

1.0.8

1.0.7

1.0.6.dev0 pre-release

1.0.5

1.0.4

1.0.2

1.0.1

0.7.2

0.7.1

0.7.0

0.6.4

0.6.2

0.6.1

0.6.0

0.5.25

0.5.23

0.5.21

0.5.20

0.5.19

0.5.18

0.5.17

0.5.16

0.5.15

This version

0.5.14

0.5.13

0.5.12

0.5.11

0.5.10

0.5.9

0.5.8

0.5.7

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.7

0.4.6

0.4.5

0.4.4

0.4.3

0.4.2

0.4.1

0.4.0

0.3.15

0.3.14

0.3.13

0.3.12

0.3.11

0.3.10

0.3.9

0.3.8

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.2

0.2.1

0.2.0

0.1.1

0.1.0

0.0.25

0.0.24

0.0.23

0.0.22

0.0.21

0.0.19

0.0.18

0.0.17

0.0.16

0.0.15

0.0.14

0.0.13

0.0.12

0.0.11

0.0.10

0.0.9

0.0.8

0.0.7

0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

0.0.2.dev0 pre-release

0.0.1

0.0.0

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