AI Code Snippet Manager

Objectives

• Build a CRUD interface for saving and organizing code snippets
• Auto-detect language and generate tags using an LLM
• Generate embeddings for each snippet to enable semantic search
• Implement natural language search (e.g., 'find my sorting function')
• Support folders, favorites, and sharing snippets via URL

Hints

• Use OpenAI embeddings API for semantic search vectors
• Store embeddings alongside snippets and compute cosine similarity for search
• Auto-generate a title and description for each snippet on save

Resources

• platform.openai.com/docs/guides/embeddings

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