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Unstructured Technologies Products and Solutions

Services

Retrieval Augmented Generation (RAG): Unstructured supports end-to-end RAG by continuously hydrating data from the source and transforming it into a canonical structured JSON schema using best-in-class transformation. We perform semantic chunking, multi-modal enrichment and embeddings, writing the data and all relevant metadata to a vector database, enhancing the relevance and accuracy of generated content.

Fine-Tuning Models: Unstructured supplies precise and diverse datasets for fine-tuning models, ensuring that AI systems are tailored to specific tasks and domains with high accuracy.

Pre-Training Models: Unstructured offers vast amounts of varied and representative data, essential for pre-training models to capture a wide range of patterns and knowledge across different domains.

Extract, Transform, Load (ETL): Unstructured simplifies ETL processes by efficiently extracting relevant information from diverse documents, transforming it into structured formats, and seamlessly loading it into target systems.

Products

1) API

For single-batch, production-grade document preprocessing without worrying about any custom code to get started.

Ingest and preprocess complex natural data from any file type or layout to JSON

Features

  • 25+ custom connectors to retrieve data from source locations and deliver it to vector databases
  • Next-generation vision transformer for images, PDF, and table extraction
  • Enhanced models for table extraction, document hierarchy and element classification
  • Supports 50+ languages
  • Preprocess one document at a time
  • Chunk your data for LLM applications
  • Compatible with any embedding model, vector database and LLM framework
  • API client libraries in multiple languages (eg Python, Javascript)
  • Multiple pipelines available that optimize speed, accuracy and ease of use

2) Platform

For enterprises and high-growth companies with large data volumes looking to automatically retrieve, transform, and stage their data for LLMs.

Continuously deliver timely, clean and domain-specific data to your LLM architecture without writing a single line of code. It just works.

Features

Get Started Right Away:

  • No custom engineering required.
  • Data is automatically retrieved, preprocessed and delivered to your LLM according to your schedule
  • We handle the embeddings and vector database so your data is directly connected to your LLM
  • Analytics dashboard for usage insights.
  • Supports 50+ languages

Private & Secure:

  • User management and access control
  • Data only processed within company's infrastructure
  • SSO/SAML/SCIM support
  • Certified ISO and SOC 2 compliant
  • FedRamp, HIPAA, GDPR and PIC compliant

Enhanced Performance:

  • Next-generation vision transformer for images, PDF, and table extraction
  • Enhanced models for table extraction, document hierarchy and element classification
  • Reduce processing time by transforming as many documents as you want at the same time
  • Access to ongoing feature and performance improvements

Customizable:

  • Configure 25+ connectors to retrieve data wherever it lives
  • Schedule when and how we retrieve, preprocess and stage your data
  • Compatible with any embedding model, vector database and LLM framework.
  • CPU and GPU configurations
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