Package Health Score

77 / 100

security
No known security issues
popularity
Limited
maintenance
Healthy
community
Active

Popularity

Limited

GitHub Stars: 138
Forks: 46
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package llama-index-readers-pebblo, we found that it has been starred 138 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 18, 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

We found a way for you to contribute to the project! Looks like llama-index-readers-pebblo is missing a security policy.

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Healthy

Commit Frequency

Open Issues: 16
Open PR: 10
Last Release: 5 days ago
Last Commit: 7 days ago

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

We found that llama-index-readers-pebblo 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: 20
Funding: No

With more than 10 contributors for the llama-index-readers-pebblo repository, this is possibly a sign for a growing and inviting community.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: <4.0,>=3.9

Age: 7 months
Latest Release: 5 days ago
Dependencies: 0 Direct
Versions: 5
Maintainers: 1
Wheels: OS Independent

Readme

LlamaIndex Readers Integration: Pebblo

Pebblo Safe DocumentReader

Pebblo enables developers to safely load data and promote their Gen AI app to deployment without worrying about the organization’s compliance and security requirements. The project identifies semantic topics and entities found in the loaded data and summarizes them on the UI or a PDF report.

Pebblo has two components.

Pebblo Safe DocumentReader for Llama
Pebblo Daemon

This document describes how to augment your existing Llama DocumentReader with Pebblo Safe DocumentReader to get deep data visibility on the types of Topics and Entities ingested into the Gen-AI Llama application. For details on Pebblo Daemon see this pebblo daemon document.

Pebblo Safe DocumentReader enables safe data ingestion for Llama DocumentReader. This is done by wrapping the document reader call with Pebblo Safe DocumentReader

How to Pebblo enable Document Reading?

Assume a Llama RAG application snippet using CSVReader to read a CSV document for inference.

Here is the snippet of Document loading using CSVReader

from pathlib import Path
from llama_index.readers.file import CSVReader
reader = CSVReader()
documents = reader.load_data(file=Path('data/corp_sens_data.csv'))
print(documents)

The Pebblo SafeReader can be installed and enabled with few lines of code change to the above snippet.

Install PebbloSafeReader

pip install llama-index-readers-pebblo

Use PebbloSafeReader

from pathlib import Path
from llama_index.readers.pebblo import PebbloSafeReader
from llama_index.readers.file import CSVReader
reader = CSVReader()
pebblo_reader = PebbloSafeReader(reader, name="acme-corp-rag-1", # App name (Mandatory)
owner="Joe Smith", # Owner (Optional)
description="Support productivity RAG application")
documents = pebblo_reader.load_data(file=Path('data/corp_sens_data.csv'))

FAQs

What is llama-index-readers-pebblo?

llama-index readers pebblo integration. Visit Snyk Advisor to see a full health score report for llama-index-readers-pebblo, including popularity, security, maintenance & community analysis.

Is llama-index-readers-pebblo popular?

We’re still processing downloads data for the python package llama-index-readers-pebblo. Visit the popularity section on Snyk Advisor to see the full popularity analysis.

Is llama-index-readers-pebblo well maintained?

We found that llama-index-readers-pebblo demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is llama-index-readers-pebblo safe to use?

The python package llama-index-readers-pebblo 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 22 November-2024, at 20:55 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

llama-index-readers-pebblo

llama-index readers pebblo integration For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

LlamaIndex Readers Integration: Pebblo

Pebblo Safe DocumentReader

Pebblo has two components.

How to Pebblo enable Document Reading?

Install PebbloSafeReader

Use PebbloSafeReader

FAQs

What is llama-index-readers-pebblo?

Is llama-index-readers-pebblo popular?

Is llama-index-readers-pebblo well maintained?

Is llama-index-readers-pebblo 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

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

LlamaIndex Readers Integration: Pebblo

Pebblo Safe DocumentReader

Pebblo has two components.

How to Pebblo enable Document Reading?

Install PebbloSafeReader

Use PebbloSafeReader

FAQs

What is llama-index-readers-pebblo?

Is llama-index-readers-pebblo popular?

Is llama-index-readers-pebblo well maintained?

Is llama-index-readers-pebblo 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

Monitor for new issues