https://github.com/do-me/sdg-analyzer

Frontend-only semantic similarity mapper for SDGs
https://github.com/do-me/sdg-analyzer

d3 embeddings sdg semantic-search semanticsearch semanticsimilarity transformers

Last synced: 4 months ago
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Frontend-only semantic similarity mapper for SDGs

• Host: GitHub
• URL: https://github.com/do-me/sdg-analyzer
• Owner: do-me
• License: mit
• Created: 2023-11-13T22:36:15.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-02T19:14:01.000Z (about 1 year ago)
• Last Synced: 2024-11-15T15:45:55.401Z (6 months ago)
• Topics: d3, embeddings, sdg, semantic-search, semanticsearch, semanticsimilarity, transformers
• Language: CSS
• Homepage: https://do-me.github.io/SDG-Analyzer/
• Size: 7.41 MB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# SDG-Analyzer

Frontend-only semantic similarity mapper for SDGs.

![SDG-Analyzer](SDG-Analyzer.png)

References

- [https://github.com/do-me/SDG](https://github.com/do-me/SDG) for recent SGD (target) data

- [SemanticFinder](https://do-me.github.io/SemanticFinder/) for the know-how 

- [transformers.js](https://github.com/xenova/transformers.js) for running machine learning models fully in the browser without server

- [jinaai/jina-embeddings-v2-base-en](https://huggingface.co/jinaai/jina-embeddings-v2-base-en) for embeddings (a quantized version for smaller size [Xenova/jina-embeddings-v2-base-en](https://huggingface.co/Xenova/jina-embeddings-v2-base-en))

- [d3](https://d3js.org/) for the bar chart

Data 

- [SDG_Target_2023_jina_base.json.gz](https://github.com/do-me/SDG-Analyzer/blob/main/assets/SDG_Target_2023_jina_base.json.gz)

- [SDG_Qdrant.snapshot](https://github.com/do-me/SDG-Analyzer/blob/main/SDG_Qdrant.snapshot)

Also try [qdrant-frontend](https://do-me.github.io/qdrant-frontend/) to analyze the data!