Hitesh1326/schemasight
Chat with your database. Locally. VS Code extension for exploring and understanding schemas and stored procedures using local LLMs. SQL Server · PostgreSQL · MySQL. Zero cloud dependency.
What's novel
Chat with your database. Locally. VS Code extension for exploring and understanding schemas and stored procedures using local LLMs. SQL Server · PostgreSQL · MySQL. Zero cloud dependency.
Code Analysis
5 files read · 2 roundsA VS Code extension that crawls database schemas (SQL Server, PostgreSQL, MySQL) and creates a local LanceDB vector index for RAG-based SQL generation using Ollama.
Strengths
Excellent modularity with clear separation between drivers, indexing logic, and UI contracts. The architecture is clean, leveraging established tools like LanceDB and LangChain effectively. Naming conventions are consistent and descriptive.
Weaknesses
Lacks any visible test suite (test_quality: 0). Error handling appears basic, relying on standard try/catch without detailed logging or specific error types for database failures.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
46
Contributors
1
Files
94
Active weeks
3
Repository
Language
TypeScript
Stars
3
Forks
0
License
MIT