Multimodal Processing in LLM
Multimodal processing in Generative AI represents a transformative leap in how AI systems extract and synthesize information from multiple data types—such as text, images, audio, and video—simultaneou...
Blog Articles
Introducing Tool Calling Snaps and LLM Agent Pipelines
Introduction In this article, we will be introducing the following. Part 1: Four new classes of snaps for LLM function calling: Function Generator, Tool Calling, Function Result Generator, and Messag...
Introduction to PipeLoop
We all love the Pipeline Execute Snap, it greatly simplifies a complex pipeline by extracting sections into a sub-pipeline. But sometimes, we’d really want the ability to run a pipeline multip...
What is Retrieval-Augmented Generation (RAG)?
What is Retrieval-Augmented Generation (RAG)? Retrieval-Augmented Generation (RAG) is the process of enhancing the reference data used by language models (LLMs) through integrating them with tradition...
LLM response logging for analytics
Why do we need LLM Observability? GenAI applications are great, they answer like how a human does. But how do you know if GPT isn’t being “too creative” to you when results from the LLM shows “Company...
Embeddings and Vector Databases
What are embeddings Embeddings are numerical representations of real-world objects, like text, images or audio. They are generated by machine learning models as vectors, an array of numbers, where the...
Guide for Advanced GenAI App Patterns
In the rapidly evolving field of Generative AI (GenAI), foundational knowledge can take you far, but it's the mastery of advanced patterns that truly empowers you to build sophisticated, scalable, and...
Hello World with GenAI
GenAI is a powerful toolset designed to help you develop and optimize large language models (LLMs) such as OpenAI, Claude, Google Gemini, and more, within your own data pipelines on the SnapLogic plat...
Using Snaplogic to Extract Data
Using Snaplogic to Extract Data This guide provides a step-by-step approach to using SnapLogic to extract data from formats such as PDFs, CSVs, JSON, and HTML. Whether you are new to SnapLogic or look...
Basics of SnapLogic
Introduction SnapLogic is a cloud-based integration platform-as-a-service (iPaaS) that provides tools for connecting various applications, data sources, and APIs. It enables businesses to automate a...
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LLM response logging for analytics
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