Overview

Learn how to use automation procedures that interact with LLM models.

Overview

LLM procedures in Kognitos offer a flexible and powerful interface for interacting with large language models (LLMs), including OpenAI’s GPT and Google’s Gemini. These procedures allow you to integrate advanced natural language understanding, generation, and reasoning directly into your automation workflows.

Capabilities

With LLM automation procedures, you can:

• Generate Text – Create summaries, explanations, or creative content based on prompts.

• Answer Questions – Return answers based on prompts or external document content.

• Summarize Content – Produce concise summaries of lengthy documents automatically.

• Extract Information – Identify and extract specific data points, key insights, or relevant details from text or documents.

Available LLM Models

Here is a list of available models for LLM procedures in Kognitos.

For most document processing tasks, we recommend using Gemini Pro 2.5 (gemini-2.5-pro) for its accuracy and versatility.

Model Name	Model Name in Kognitos	Type	Availability Regions
Gemini 2.5 Pro	gemini-2.5-pro	Gemini	US, EU, UK¹
Gemini 2.0 Flash	gemini-2.0-flash	Gemini	US, EU, UK¹
Gemini 2.0 Flash Lite	gemini-2.0-flash-lite	Gemini	US, EU, UK¹
GPT-5	gpt-5	OpenAI	US, EU
GPT-5 mini	gpt-5-mini	OpenAI	US, EU
GPT-5 nano	gpt-5-nano	OpenAI	US, EU
GPT-4.1	gpt-4.1	OpenAI	US, EU, UK¹
GPT-4o Search Preview	gpt-4o-search-preview Note: GPT-4 Search Preview currently cannot process images or documents. It supports text input only.	OpenAI	US, EU, UK¹
GPT-4o Latest	gpt-4o-latest	OpenAI	US, EU, UK¹
GPT-4 Turbo Latest	gpt-4-turbo-latest	OpenAI	US
GPT-4 Turbo	gpt-4-turbo	OpenAI	US, EU, UK¹
GPT-4o mini	gpt-4o-mini	OpenAI	US, EU, UK¹
GPT-4o	gpt-4o	OpenAI	US, EU, UK¹
GPT-4	gpt-4	OpenAI	US, EU, UK¹
GPT-4 Latest	gpt-4-latest	OpenAI	US
GPT-3.5 Turbo Latest	gpt-3.5-turbo-latest	OpenAI	US
GPT-3.5 Turbo	gpt-3.5-turbo	OpenAI	US

¹ The model is available in the UK product instance—data is provided from the EU region.

OpenAI API Keys

Procedures involving OpenAI models allow you to use an API key for enhanced functionality. Adding the following line to your automation will have Kognitos securely prompt for your key:

the department's openai key

Note: This OpenAI key will be the default for all processes in the agent.