Package Health Score

90 / 100

security
No known security issues
popularity
Recognized
maintenance
Healthy
community
Active

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Popularity

Recognized

GitHub Stars: 95.06K
Forks: 15.41K
Contributors: 480

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package langchain-mongodb, we found that it has been starred 95,058 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 14, 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: 473
Open PR: 228
Last Release: 2 months ago
Last Commit: 3 days ago

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

We found that langchain-mongodb 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-mongodb 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: 9 months
Latest Release: 2 months ago
Dependencies: 0 Direct
Versions: 12
Maintainers: 3
Wheels: OS Independent

Readme

langchain-mongodb

Installation

pip install -U langchain-mongodb

Usage

See Getting Started with the LangChain Integration for a walkthrough on using your first LangChain implementation with MongoDB Atlas.

Using MongoDBAtlasVectorSearch

from langchain_mongodb import MongoDBAtlasVectorSearch

# Pull MongoDB Atlas URI from environment variables
MONGODB_ATLAS_CLUSTER_URI = os.environ.get("MONGODB_ATLAS_CLUSTER_URI")

DB_NAME = "langchain_db"
COLLECTION_NAME = "test"
ATLAS_VECTOR_SEARCH_INDEX_NAME = "index_name"
MONGODB_COLLECTION = client[DB_NAME][COLLECTION_NAME]

# Create the vector search via `from_connection_string`
vector_search = MongoDBAtlasVectorSearch.from_connection_string(
    MONGODB_ATLAS_CLUSTER_URI,
    DB_NAME + "." + COLLECTION_NAME,
    OpenAIEmbeddings(disallowed_special=()),
    index_name=ATLAS_VECTOR_SEARCH_INDEX_NAME,
)

# Initialize MongoDB python client
client = MongoClient(MONGODB_ATLAS_CLUSTER_URI)
# Create the vector search via instantiation
vector_search_2 = MongoDBAtlasVectorSearch(
    collection=MONGODB_COLLECTION,
    embeddings=OpenAIEmbeddings(disallowed_special=()),
    index_name=ATLAS_VECTOR_SEARCH_INDEX_NAME,
)

FAQs

What is langchain-mongodb?

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

Is langchain-mongodb popular?

The python package langchain-mongodb receives a total of 4,157 weekly downloads. As such, langchain-mongodb popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is langchain-mongodb well maintained?

We found that langchain-mongodb 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-mongodb safe to use?

The python package langchain-mongodb 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 21 November-2024, at 19:18 (UTC).

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langchain-mongodb

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

Ensure you're using the healthiest python packages

Package Health Score

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Popularity

Direct Usage Popularity

Security

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Maintenance

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Package

Readme

langchain-mongodb

Installation

Usage

Using MongoDBAtlasVectorSearch

FAQs

What is langchain-mongodb?

Is langchain-mongodb popular?

Is langchain-mongodb well maintained?

Is langchain-mongodb 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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Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

langchain-mongodb

Installation

Usage

Using MongoDBAtlasVectorSearch

FAQs

What is langchain-mongodb?

Is langchain-mongodb popular?

Is langchain-mongodb well maintained?

Is langchain-mongodb 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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