Package Health Score

87 / 100

security
No known security issues
popularity
Small
maintenance
Healthy
community
Active

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Popularity

Small

GitHub Stars: 94.98K
Forks: 15.38K
Contributors: 480

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package langchain-unstructured, we found that it has been starred 94,985 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 24, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

Yes

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Maintenance

Healthy

Commit Frequency

Open Issues: 484
Open PR: 222
Last Release: 2 months ago
Last Commit: 2 days ago

Further analysis of the maintenance status of langchain-unstructured based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that langchain-unstructured demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 480
Funding: No

A good and healthy external contribution signal for langchain-unstructured project, which invites more than one hundred open source maintainers to collaborate on the repository.

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Package

Python Versions Compatibility: <4.0,>=3.9

Age: 4 months
Latest Release: 2 months ago
Dependencies: 0 Direct
Versions: 5
Maintainers: 2
Wheels: OS Independent

Readme

langchain-unstructured

This package contains the LangChain integration with Unstructured

Installation

pip install -U langchain-unstructured

And you should configure credentials by setting the following environment variables:

export UNSTRUCTURED_API_KEY="your-api-key"

Loaders

Partition and load files using either the unstructured-client sdk and the Unstructured API or locally using the unstructured library.

API: To partition via the Unstructured API pip install unstructured-client and set partition_via_api=True and define api_key. If you are running the unstructured API locally, you can change the API rule by defining url when you initialize the loader. The hosted Unstructured API requires an API key. See the links below to learn more about our API offerings and get an API key.

Local: By default the file loader uses the Unstructured partition function and will automatically detect the file type.

In addition to document specific partition parameters, Unstructured has a rich set of "chunking" parameters for post-processing elements into more useful text segments for uses cases such as Retrieval Augmented Generation (RAG). You can pass additional Unstructured kwargs to the loader to configure different unstructured settings.

Setup:

    pip install -U langchain-unstructured
    pip install -U unstructured-client
    export UNSTRUCTURED_API_KEY="your-api-key"

Instantiate:

from langchain_unstructured import UnstructuredLoader

loader = UnstructuredLoader(
    file_path = ["example.pdf", "fake.pdf"],
    api_key=UNSTRUCTURED_API_KEY,
    partition_via_api=True,
    chunking_strategy="by_title",
    strategy="fast",
)

Load:

docs = loader.load()

print(docs[0].page_content[:100])
print(docs[0].metadata)

References

https://docs.unstructured.io/api-reference/api-services/sdk https://docs.unstructured.io/api-reference/api-services/overview https://docs.unstructured.io/open-source/core-functionality/partitioning https://docs.unstructured.io/open-source/core-functionality/chunking

FAQs

What is langchain-unstructured?

An integration package connecting Unstructured and LangChain. Visit Snyk Advisor to see a full health score report for langchain-unstructured, including popularity, security, maintenance & community analysis.

Is langchain-unstructured popular?

We’re still processing downloads data for the python package langchain-unstructured. Visit the popularity section on Snyk Advisor to see the full popularity analysis.

Is langchain-unstructured well maintained?

We found that langchain-unstructured demonstrated a healthy version release cadence and project activity. It has a community of 480 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is langchain-unstructured safe to use?

The python package langchain-unstructured was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 18 November-2024, at 13:45 (UTC).

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langchain-unstructured

An integration package connecting Unstructured and LangChain For more information about how to use this package see README

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Package Health Score

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Package

Readme

langchain-unstructured

Installation

Loaders

References

FAQs

What is langchain-unstructured?

Is langchain-unstructured popular?

Is langchain-unstructured well maintained?

Is langchain-unstructured safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Snyk Vulnerability Scanner

Readme

langchain-unstructured

Installation

Loaders

References

FAQs

What is langchain-unstructured?

Is langchain-unstructured popular?

Is langchain-unstructured well maintained?

Is langchain-unstructured safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

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