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AI classification and AI tagging made easy. LLMs provide powerful tools to leverage and understand free-text and unstructured data. We can help you programmatically solve categorization and taxonomy headaches with AI.
We have built a vector database and semantic indexer called VectorLink. When combined with our data engineering knowledge, VectorLink enables us to solve traditionally difficult problems using LLMs.
Classification tasks on unstructured data are difficult. LLMs give us powerful tools to help programmatically leverage and understand free-text and unstructured data. Our services enable you to supplement generative AI’s parameterised knowledge with your content in a way that is meaningful to the LLM. Classification, tagging and taxonomy tasks can be programmatically solved more accurately, efficiently and cost-effectively.
{{#if productName}}The product is called {{productName}}. {{/if}}
{{#if description}}Its description is {description}}. {{/if}}
{{#if manufacturer}}The product is manufactured by {{manufacturer}}. {{/if}}
{{#if material}}It is made from {{material}}. {{/if}}
{{#if rrp}}Its recommended retail price is {{rrp}}. {{/if}}
Unstructured corpora can be given taxonomies to help content be more discoverable and easier to navigate. Research, medicine, libraries, legal and other sectors that rely heavily on large amounts of unstructured data can improve efficiency and achieve their goals quicker by spending less time digging for key information.
We can assign categories or tags automatically to complex content, freeing humans from the loop. One such example on the OpenAI Forum highlights this need. The user, unable to programmatically categorize unstructured data, has manually had to classify 2 million products for a supermarket chain.
With a set of personal profiles derived from an individual’s content and a small training set of known outcomes (e.g. purchasing behaviours), we can construct audiences tailored to specific goals. Whether it is product sales, cross-selling, brand advocacy or more complex goals, using an LLM’s parameterised knowledge with what you know about your audiences will improve your desired outcomes.
If you need to leverage the potential of combining your data with generative AI to solve difficult problems, our AI consultancy services can speed up the project. Enquire today to see about working with us.
We are AI consultants who combine our vast data knowledge with VectorLink to incorporate your structured and unstructured data with LLMs to solve challenging problems quickly.
