Unstructured Technologies Products and Solutions

Services

 

Retrieval Augmented Generation (RAG) Consulting Support

Unstructured is at the forefront of facilitating the transition of Retrieval Augmented Generation (RAG) from prototype to production within the public sector. Our professional services are designed to address the unique challenges faced by government agencies in leveraging generative AI architectures for mission-critical applications. Unstructured's team of experts specializes in the end-to-end development and deployment of RAG solutions, focusing on the preprocessing of unstructured data, a critical step for the success of any generative AI application.

  1. Initial Generative AI Advisory for Federal Agencies: Our engineers perform a detailed code review of a federal agency's existing GenAI architectures and evaluate the preparedness of their data holdings for federal applications.
  2. Prototype to Production: Starting with ingestion and preprocessing, storage, retrieval, orchestration, observation, and model hosting, we provide comprehensive support in implementing and integrating all necessary components for a federal agency's GenAI solution to achieve production readiness. We engage at any development stage of the prototype, collaborating to boost performance and secure production deployment readiness.
  3. Enterprise-Grade GenAI for Government: In close collaboration with stakeholders, we craft and implement enterprise-grade GenAI solutions, specifically addressing the distinct challenges faced by Federal partners. From ingestion, preprocessing, chunking, and embedding to storage, retrieval, orchestration, observation, and hosting, our team designs and deploys custom, enterprise-grade generative AI applications that meet the stringent requirements of federal operations.

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