Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 characters). This works for prose, but it destroys the logic of technical ...
This case study examines how vulnerabilities in AI frameworks and orchestration layers can introduce supply chain risk. Using ...
Papra is a lightweight, self-hosted document management tool that makes organizing, searching, and retrieving documents easy.
Abstract: The increasing use of Building Information Modeling (BIM) in design and construction practices has emphasized the need for structured and replicable data extraction methods. This study ...
According to Andrew Ng (@AndrewYNg), LandingAI has launched a new course titled 'Document AI: From OCR to Agentic Doc Extraction,' taught by David Park and Andrea Kropp (source: Andrew Ng on Twitter, ...
Data-Centric Fine-Tuning of Small Language Models for Automatic Extraction of Technical Requirements
Abstract: Training small language models for specific tasks often encounters a significant challenge: the limited availability of high-quality labeled data, which can restrict model performance. This ...
Transform PDFs into searchable knowledge with AI. Local-first browser app with intelligent document processing, semantic search, and multi-provider AI chat (Groq, Gemini, Claude, Perplexity). No ...
Below are small examples and expected outputs to help you get started. Replace the commands with python if your environment maps python to Python 3. Run the app and check the start-up logs ...
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