sergiotapia/kryten
🔧 Toolsergiotapia
A high-performance CLI tool for RAG-based document querying, built in Nim.
Kryten is a specialized CLI utility designed to bridge the gap between local document archives and advanced LLM capabilities. By utilizing a RAG (Retrieval-Augmented Generation) architecture, the tool indexes your documents into a Pinecone vector database, allowing for semantic search and context-aware question answering.
Key features include:
- Multi-format support: Seamlessly processes .pdf, .doc, and .docx files.
- High-performance backend: Written in Nim, ensuring low overhead and fast execution speeds.
- Sourced answers: Provides citations for responses, ensuring transparency and verification of AI-generated content.
- Integration-ready: Connects directly to OpenAI APIs for intelligent processing and Pinecone for scalable vector storage.
This tool is particularly useful for researchers, developers, and knowledge workers who need to interact with large volumes of technical documentation or archives without relying on web-based interfaces. Its CLI-first design allows for easy integration into automation scripts and terminal-based workflows.
💡Highlights
- ├─Supports PDF, DOC, and DOCX files
- ├─Built with high-performance Nim
- └─Integrated Pinecone vector search
🎯For
- ├─Software Developers
- └─Data Analysts