LLM Parser

Overview

Textkernel offers a resume parsing option that seamlessly integrates the power of Large Language Models (LLMs) with Textkernel technology. The result is a parser that is better than can be built with each technology individually.

The LLM Parser can be enabled on a per-request basis. An add-on cost applies to each transaction that has the LLM Parser enabled.

Limitations and Caveats

• The LLM Parser is currently only available for English resumes.
• All fields mentioned in the low-usage fields document are not output.

• Additionally, the following fields are not output:

  • Individual education raw text
  • Normalized local and international degree codes/descriptions
  • Individual position descriptions

• Responses can be several seconds slower when using the LLM Parser.

• The LLM Parser can generate information that is factually incorrect or misleading. It may also output plausible-sounding but false information. However, the LLM Parser offers improved accuracy compared to the standard parser, helping to offset any potential hallucinations.
• In exceptional cases, the LLM Parser returns an error or takes more than 60 seconds to respond. In such cases, we automatically fall back to our standard parser. The add-on credits for using the LLM parser will still be applied.

Frequently Asked Questions

Check our LLM Parser FAQ