https://sudonull.com/rag-smart-document-search-for-developers
Break down the implementation of Retrieval-Augmented Generation: from embeddings to hybrid search and RRF. Code, algorithms, optimizations for middle/senior. Build your own system.
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In this project
https://sudonull.com/api-for-extracting-requisites-automation-of-document-processing
How API automates extraction of INN, KPP and BIK from documents. Technical implementation, code examples and benchmarks for developers. Integration with 1C.
https://sudonull.com/hybrid-rag-without-cloud-search-in-corporate-documents
How to implement hybrid RAG for document search without data leaks? We break down the architecture of a self-hosted solution for regulated industries. Learn more.
https://sudonull.com/tz-in-tracker-instead-of-word-for-developers
Optimize the technical specifications process: from tracker to signed document without manual input. Traceability, collaboration and automation for middle/senior. Learn workflow and tools.
https://sudonull.com/updating-knowledge-base-for-llm
Learn how to automate knowledge base checks, implement document statuses and cursor rules. Avoid context entropy in LLM development. Practical scripts and priority hierarchy for middle/senior.
From other projects
https://ymaho.com/documents-for-a-trip-to-egypt-2025-complete-checklist
What documents are needed for a trip to Egypt in 2025: foreign passport, visa, insurance. New fines and rules. Checklist for tourists. Read more.
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