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name: knowledge-research description: Research solutions, algorithms, and best practices from the SurrealDB GraphRAG knowledge base containing 600+ scientific papers, StackOverflow answers, and GitHub repositories.

Knowledge Base Research Skill

This skill provides access to a curated knowledge base containing research on audio DSP, acoustics, AI/ML, and software development.

When to Use

• Before implementing complex algorithms (reverb, FFT, convolution)
• When debugging unfamiliar errors
• For design patterns and best practices
• To find solutions from past conversations
• When researching scientific concepts

Knowledge Base Access

CopyURL: http://localhost:8000/sql
Auth: Basic cm9vdDpyb290 (root:root)
Headers: surreal-ns: research, surreal-db: knowledge

Quick Queries

Full-Text Search

CopySELECT title, content, source, url FROM knowledge 
WHERE title @@ 'keyword' OR content @@ 'keyword' LIMIT 10;

Find Algorithms

CopySELECT name, description, success_rate, implementation_notes 
FROM algorithm WHERE name CONTAINS 'reverb';

Search Past Solutions

CopySELECT user_text, assistant_text FROM chat_message 
WHERE assistant_text @@ 'solution keyword' LIMIT 5;

Paper Research

CopySELECT cite_key, title, authors, abstract FROM paper 
WHERE abstract @@ 'acoustic simulation';

Available Data Sources

Built-in Functions

• fn::find_topic($keyword) - Multi-table search
• fn::get_algorithm_context($name) - Algorithm + sources
• fn::kb_stats() - Database statistics