This quick guide introduces the key ways Pyramid Analytics integrates Large Language Models (LLMs) into your workflows. From generating and transforming data with Gen-AI nodes, to managing usage with built-in administration tools, and even accelerating coding with LLM-assisted scripting; Pyramid makes it simple to harness the power of generative AI securely and effectively.
(🕑 5 minutes)
1. GenAI
Pyramid offers a number of Generativbe Artificial Intelligence (AI) algorithms that allow you to use an LLM (large language nmodel) to generate or transform some new data for use in your model. You can use the GenAI nodes to automatically translate data, assess the sentiment contained by data and to transform data in response to general queries made using a text prompt.
1.1. LLM General
1.2. LLM Translate
1.3. LLM Sentiment
2. LLM Administration
The usage of LLMs is easily managed on the Pyramid platform. Learn how to load and manage keys, track consumption with the Token Tracker, and ensure secure, governed use of generative AI.
2.1. LLM token tracker
2.2. LLM Manager
3. Assisted scripting
You can easily create SQL, Python, and R scripts with the help of GenAI on Pyramid, and use Explain to quickly understand what a piece of code does.
3.1. LLM Generate script SQL
3.2. LLM Generate script Python and R
3.3. LLM Explain script
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