SDG-Analyzer

Frontend-only semantic similarity mapper for SDGs.

References

• https://github.com/do-me/SDG for recent SGD (target) data
• SemanticFinder for the know-how
• transformers.js for running machine learning models fully in the browser without server
• jinaai/jina-embeddings-v2-base-en for embeddings (a quantized version for smaller size Xenova/jina-embeddings-v2-base-en)
• d3 for the bar chart

Data

• SDG_Target_2023_jina_base.json.gz
• SDG_Qdrant.snapshot

Also try qdrant-frontend to analyze the data!