Nuclia is a sophisticated AI infrastructure platform designed to transform unstructured data into actionable, searchable knowledge. Its core architecture revolves around the 'Knowledge Box,' a containerized indexing system that automatically extracts text, metadata, and semantic meaning from diverse sources including video, audio, PDFs, and web pages. By 2026, Nuclia has positioned itself as the definitive RAG (Retrieval-Augmented Generation) infrastructure for enterprises, offering a managed pipeline that handles everything from document ingestion and vectorization to LLM-ready context delivery. Unlike standard search engines, Nuclia indexes the actual temporal content of media—allowing users to search for specific moments within hours of video footage or precise clauses within thousands of legal documents. The platform's technical stack is built for scale, providing both a cloud-native SaaS experience and flexible deployment options for high-security environments. It leverages proprietary normalization and vectorization models that ensure high accuracy across 30+ languages, making it a critical layer for developers building custom generative AI applications that require grounding in private, complex datasets without the overhead of building a custom vector processing pipeline.
Processes video and audio directly to extract speech-to-text and visual cues into the vector index.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Logical isolation of datasets with independent configurations for indexing and LLM parameters.
Low-code UI components that integrate both search and AI-generated answers based on search results.
Supports over 30 languages with automatic translation and cross-lingual retrieval.
Indices time-stamped visual and audio data for frame-accurate retrieval.
Comprehensive libraries for Python, JavaScript, and Rust.
Stand-alone API for extracting structured data from unstructured blobs.
Employees cannot find specific information buried in fragmented PDFs and Slacks.
Registry Updated:2/7/2026
Broadcasters have thousands of hours of video that are unsearchable without manual tagging.
Lawyers spend hundreds of hours reviewing contracts for specific risk clauses.