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mas-is-all-you-need

ngshya•PUBLIC

Retrieval-Augmented Generation (RAG) + Multi-Agent Systems (MAS)

ag2chromadbllmmasrag

Created on Jan 9, 2025

Updated on Dec 28, 2025

Stars

9

Forks

4

Watchers

9

Open Issues

0

Repository Health Score

❤️

30/100

Poor

Overall repository health assessment

Score Breakdown

Activity

Inactive - no updates in 3+ months

0/30

0%

Community

9 stars, 4 forks

0/30

0%

Documentation

Has description

10/20

50%

Maintenance

0.0% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

97.3%

Shell

2.7%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

ngshya

User

25

commits

Recent Commits

New lines

ngshya•1 year ago

070aa51View on GitHub

Added tds article link.

ngshya•1 year ago

143e1c4View on GitHub

n_results bug fix.

ngshya•1 year ago

48ac877View on GitHub

Basic instructions

ngshya•1 year ago

87b2dc8View on GitHub

Demo run.

ngshya•1 year ago

f7f1bfbView on GitHub

No caching for retrieve.

ngshya•1 year ago

9972b7fView on GitHub

4o-mini

ngshya•1 year ago

aa73943View on GitHub

Fixed the chat start bug.

ngshya•1 year ago

fbf97f3View on GitHub

Regenerated requirements.txt

ngshya•1 year ago

0ab60afView on GitHub

# type: ignore

ngshya•1 year ago

c913296View on GitHub

Improved prompts.

ngshya•1 year ago

8b24edfView on GitHub

Cleaning code.

ngshya•1 year ago

ad9cfa7View on GitHub

Source citation and emojis.

ngshya•1 year ago

2ec7865View on GitHub

tms and chat logs

ngshya•1 year ago

b4ab727View on GitHub

Last update.

ngshya•1 year ago

96a72f2View on GitHub

View all commits