Bluetooth Specifications
Provides RAG-based access to Bluetooth specifications from PDFs using hybrid search.
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This tool is an intelligent server designed to offer advanced access to Bluetooth specification documents. It leverages Retrieval-Augmented Generation (RAG) principles with a unique hybrid search mechanism, combining BM25 keyword matching and semantic embeddings. Key features include semantic chunking that groups multi-page sections, automatic extraction of requirements, hex values, tables, and figures, and intelligent caching for rapid subsequent searches. It provides four distinct tools for searching, listing, checking status, and refreshing the index, making it ideal for integration with AI agents and developers needing precise and contextual information from complex technical PDFs.
Características Principales
- Semantic chunking to keep multi-page sections together, ensuring contextual integrity.
- Automatic extraction of requirements, hex values, tables, and figures from PDFs.
- Multiple search modes: BM25 (keyword), semantic (meaning), and hybrid (default).
- Persistent index with smart caching for fast subsequent searches and re-indexing checks.
- 1 GitHub stars
- Hybrid search combining BM25 keyword and semantic embeddings with RRF fusion.
Casos de Uso
- Query Bluetooth specifications using natural language or keywords to find specific technical details.
- Integrate with AI agents (like Claude Code) to enable RAG-based question answering from official specification documents.
- Filter searches to focus on specific Bluetooth specification PDF documents or versions.
- Analyze the structure and content of specifications by listing indexed documents and checking index freshness.
