Pipeline
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Video Analysis Pipeline Patterns
Architecture patterns for AI-powered video analysis. Frame extraction, multi-modal analysis, temporal …Translation Pipeline Patterns
Building production translation pipelines with AI. Terminology management, quality assurance, and …Sentiment Analysis Pipeline Patterns
Building production sentiment analysis pipelines. Multi-dimensional sentiment, aspect-based analysis, and …PII Redaction Pipeline
Automated detection and removal of personally identifiable information from LLM inputs and outputs: detection …NLP Pipeline Design - From Raw Text to Actionable Insights
How to design and build NLP pipelines for enterprise applications, covering text processing, entity …LLMOps Pipeline
Production pipeline design for LLM-specific operations: prompt management, evaluation, deployment, monitoring, …Embedding Pipeline Patterns
End-to-end patterns for generating, storing, and querying embeddings at scale. Chunking strategies, vector …Continuous Training
What continuous training is, how automated retraining pipelines keep ML models current, and the triggers and …Case Pattern: AI Document Processing for a Financial Services Firm
Architecture and lessons from building a production document processing pipeline that extracts, validates, and …Audio Transcription Pipeline Patterns
End-to-end patterns for audio transcription at scale. Pre-processing, model selection, speaker diarization, …Tiered Analysis Pattern - Progressive Depth for AI Processing
Apply cheap analysis first, score results, then apply expensive analysis only to candidates that pass a …Case Pattern: Multi-Track Audio Analysis for Film Production
Architecture for an AI system that processes multi-track audio from film production, identifying issues, …Case Pattern: AI Video Processing Pipeline for a National Broadcaster
Architecture and lessons from building a production AI pipeline that processes, indexes, and makes searchable …
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