LakeSearch Basic Principles
Introduction to LakeSearch
LakeSearch is a cutting-edge smart search platform that leverages Pangu search and language models to deliver out-of-the-box functionality. It streamlines the process of constructing a knowledge base by enabling users to upload documents, parse and segment text, vectorize the segmented content, and seamlessly import these vectors into a database with a single click. This platform empowers organizations to effortlessly establish bespoke knowledge search solutions tailored to their specific needs. Widely adopted across a diverse range of sectors, LakeSearch is instrumental in enhancing search capabilities for government portals, internal corporate knowledge bases, document retrieval, and financial information sharing within the financial sector. It also enhances intelligent customer support search functions, provides guidance for carrier service handling, and improves service knowledge and troubleshooting searches.
LakeSearch Architecture
LakeSearch consists of SearchServer, SearchFactory, and the frontend UI.
- SearchServer provides capabilities such as document upload, vector import, semantic search, and RAG Q&A.
- SearchFactory parses and splits documents.
- The format, position coordinates, and table structure of PDF, DOC, and DOCX documents will be parsed.
- A document can be split into multiple parts.
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