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langchain/docs/integrations/docugami.md

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Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
# Docugami
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
>[Docugami](https://docugami.com) converts business documents into a Document XML Knowledge Graph, generating forests
> of XML semantic trees representing entire documents. This is a rich representation that includes the semantic and
docs: cleaning (#5413) # docs cleaning Changed docs to consistent format (probably, we need an official doc integration template): - ClearML - added product descriptions; changed title/headers - Rebuff - added product descriptions; changed title/headers - WhyLabs - added product descriptions; changed title/headers - Docugami - changed title/headers/structure - Airbyte - fixed title - Wolfram Alpha - added descriptions, fixed title - OpenWeatherMap - - added product descriptions; changed title/headers - Unstructured - changed description ## Who can review? Community members can review the PR once tests pass. Tag maintainers/contributors who might be interested: @hwchase17 @dev2049
2023-05-30 20:58:16 +00:00
> structural characteristics of various chunks in the document as an XML tree.
Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
## Installation and Setup
Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
```bash
pip install lxml
```
Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
## Document Loader
Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
See a [usage example](../modules/indexes/document_loaders/examples/docugami.ipynb).
Docugami DataLoader (#4727) ### Adds a document loader for Docugami Specifically: 1. Adds a data loader that talks to the [Docugami](http://docugami.com) API to download processed documents as semantic XML 2. Parses the semantic XML into chunks, with additional metadata capturing chunk semantics 3. Adds a detailed notebook showing how you can use additional metadata returned by Docugami for techniques like the [self-querying retriever](https://python.langchain.com/en/latest/modules/indexes/retrievers/examples/self_query_retriever.html) 4. Adds an integration test, and related documentation Here is an example of a result that is not possible without the capabilities added by Docugami (from the notebook): <img width="1585" alt="image" src="https://github.com/hwchase17/langchain/assets/749277/bb6c1ce3-13dc-4349-a53b-de16681fdd5b"> --------- Co-authored-by: Taqi Jaffri <tjaffri@docugami.com> Co-authored-by: Taqi Jaffri <tjaffri@gmail.com>
2023-05-15 14:53:00 +00:00
docs `ecosystem/integrations` update 3 (#5470) # docs: `ecosystem_integrations` update 3 Next cycle of updating the `ecosystem/integrations` * Added an integration `template` file * Added missed integration files * Fixed several document_loaders/notebooks ## Who can review? Is it possible to assign somebody to review PRs on docs? Thanks.
2023-06-01 00:54:05 +00:00
```python
from langchain.document_loaders import DocugamiLoader
```
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