Build a RAG system to ingest and efficiently manage emails from Salesforce ??
Welcome to the?AI in 5?newsletter with Clarifai!
Every week we bring you new models, tools, and tips to build production-ready AI!
This week, we bring you: ??
Ingest email messages from Salesforce and build a RAG system ??
Learn how to Ingest Email Messages from Salesforce to the Clarifai App with the Clarifai + Unstructured.io Integration.
Unstructured.io provides libraries with open-source components for ingesting and pre-processing data.
The following tutorial demonstrates how to ingest email messages from Salesforce to the Clarifai app and then build a simple RAG system to chat with the data.
AI Assist for Data Labeling! ??
Leverage AI to Assist and Optimize the Process of Labeling Data!
You can select and request predictions from any model or workflow available for a particular input, and then review, correct, or validate them before converting them into annotations.?
YOLO-X template ??
Introducing the new YOLO-X object detection training template for high-performance object detection.?
Visual detection templates are essentially configuration files and scripts that serve as starting points or blueprints for creating, training, and evaluating object detection models.?
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They streamline the process of building models that can accurately identify objects within specific regions of your images or videos.
This template leverages the advanced features of YOLO-X to create highly efficient and accurate object detection pipelines, facilitating quick setup and customization for various applications.?
Content Generation Template ??
Transform your Content Creation with the Content Generation Template.
The Content Generation Template is an app template with several ready-to-use workflows for content creation, leveraging different LLM models optimized through various prompt engineering techniques.
The workflows are optimized for various use cases such as email writing, blog writing, social media content, and more.?
AI tip of the week: ??
Try the Symmetric and Asymmetric search capabilities on the platform!
Symmetric search allows you to find text inputs that closely resemble others, facilitating easy identification of similar content.
In contrast, asymmetric search lets you search for text inputs that effectively answer specific query questions, enhancing the precision and relevance of search results.
All you need to do is select your base workflow as Text while creating the Clarifai app!
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