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Unstract Cloud Edition

Unstract Cloud is a fully managed, hosted edition of Unstract. It's the easiest way for you to get started with nothing for you to manage.

Free Trial​

Unstract Cloud offers a free 14-day trial with no credit card required.

Enterprise features​

Unstract Cloud features a host of enterprise-only features that let you use LLMs in production with confidence and accuracy:

LLMChallenge: Use LLM applications with confidence​

Although they are very powerful, Large Language Models are probabilistic systems and need to be used with caution. They are known to hallucinate and it is important to detect instances where that might be the case. Unstract features LLMChallenge, an advanced feature that utilizes two LLMs to ensure that there is very high probability of the output value being correct.

In Unstract, an Extractor LLM is used to extract fields specified by users via prompting. LLMChallenge then uses a second LLM (the "Challenger" LLM) to "challenge" the output of the first. While in some cases the output is merely compared for consensus, in other cases the Challenger LLM can ask the Extractor to re-evaluate its response and then look again for consensus.

Unstract's guiding principle is this: A null value is better than a wrong value. Wrong values undermine the trust of the system. This is where LLMChallenge comes in. The idea is to set fields where extraction quality is low or ambiguous to null so that, should the field be critical, it can be sent to a manual review queue. Else, the field extraction can be used with confidence.

LLMChallenge is exposed to the user as a simple drop down. You can choose any LLM as the Challenger or even completely disable LLMChallenge for any prompt or project.

Coming soon: We're working on the ability to add a 3rd LLM to LLMChallenge for a "best of two" consensus model for use cases where accuracy is more important than cost or latency.

Summary Extraction and Single-Pass Extraction: Reduce cost by up to 6x per document extraction​

LLM services typically charge users based on the amount of information (tokens) sent to them and the amount of information they output. Also, the speed with which LLMs respond (latency) is based on the number of tokens they need to process and output. With every prompt you write to extract information from documents, the whole document or portions of the document need to be sent to LLMs. This cost can quickly add up, depending on the number of fields you need to extract.

The Unstract Platform provides advanced features that enable you to save costs up to 6x as compared to sending prompts and document chunks to LLM services. Since both document text and prompt sizes are reduced, there are also tremendous efficiencies in latency to be had, which makes for a better user experience, especially in interactive use cases.

Summary Extraction​

This is an advanced cost and latency-saving feature where all the user's prompts are studied with an LLM, and a precise summary of the input document with the required input to satisfy the prompts is created. This way, there is no need for Unstract to send the whole document or imprecise chunks of the document to the LLMs for extraction. This results in a lot of cost and latency savings.

Single-Pass Extraction​

In regular mode, prompts are sent to the LLM along with the input document context one by one. Single-Pass Extraction is an advanced feature where Unstract uses an LLM to form a single prompt based on all the individual prompts that are designed to extract individual fields. When Single-Pass Extraction is enabled, all the individual fields are extracted in a single pass as a single, complex JSON field. This results in handsome cost and latency savings.

SSO Support​

In enterprise environments, one should ensure ease of onboarding for new employees, while also ensuring departed employees do not continue to have access to various enterprise systems. With SSO, both these requirements are easily ensured. With a variety of authentication options, Unstract makes it easy for enterprises to onboard and offload employees. Unstract also supports secure sharing of various Unstract resources like LLM profiles, etc among users.

Security and compliance​

Unstract Cloud is secure, with the following compliance certifications in place by a 3rd party assessor:

  • SOC 2 Type II
  • HIPAA
  • GDPR
  • ISO 27001