Automation Anywhere has been diligently creating loads of new (and free!) packages to enable our community to harness robust automation capabilities out-of-the-box (check out our review of the latest releases to Bot Store here. However, there are four new cutting-edge connector package releases which include AWS, AZURE, GCP and Automation Anywhere Enterprise Knowledge. Today I want to highlight for you the features of the Azure and Automation Anywhere Enterprise Knowledge Connectors in particular.
Powered by retrieval-augmented generation (RAG) technology, the Azure Knowledge Retrieval & Conversation Package and AAI Enterprise Knowledge Package are designed to supercharge the development of AI agents with enhanced capabilities and efficiency through lightning-fast knowledge retrieval. Let’s take a closer look at how these connector packages and RAG technology can seriously benefit your work.
What is Retrieval-Augmented Generation Technology?
Retrieval-augmented generation, known as RAG, is an AI framework that combines the strengths of traditional information retrieval systems (such as databases) with the capabilities of generative large language models (LLMs). One of the most popular techniques to customize generic LLM models is through RAG, which allows a company to quickly “ground” the LLM to consume and learn specific data, domain knowledge, and business intelligence in order to facilitate knowledge access to complex information.
Basically, by filling in the gaps in LLMs, RAG augments the AI’s ability to fetch facts and write text, making it more accurate, reliable, and up-to-date. The result is lightning fast analysis and decision making!
Key benefits of both of these Connector Packages
- Enhanced accuracy in knowledge retrieval and generation for precise and relevant information delivery.
- Increased operational efficiency with faster analysis and decision-making while optimizing the user experience.
- Seamlessly integrate advanced AI capabilities into automations, accelerating development and deployment of intelligent agents across platforms.
Azure Knowledge Retrieval & Conversation
As the name suggests, this connector package allows developers to dive into the next generation of Microsoft Azure automation workflows by bringing the retrieve and generate model into the fold.
Utilizing OpenAI bolstered by RAG, this Azure connector unlocks the full potential of generative AI, enabling developers to integrate RAG into applications and create intelligent agents—from chatbots and virtual assistants to knowledge retrieval systems—with the capabilities to ingest a slew of document formats and retrieve information with extraordinary accuracy and speed. Get this connector package for free in the Bot Store here.
AAI Enterprise Knowledge Package
The AAI Enterprise Knowledge Package is where you can turn to harness all of the same unparalleled capabilities we detailed with the Azure connector above, except directly from the Automation Anywhere Enterprise Knowledge.
Powered by Odin AI, this innovative connector empowers developers to leverage the latest advancements in generative AI technology and integrate RAG models into their applications, enabling them to retrieve and generate information with incomparable accuracy and efficiency. Download this connector package here.
Google Knowledge Retrieval & Conversation Package
If Google is your preferred partner, you can take advantage of this free package to harness Google Cloud Platform’s Vertex AI with RAG. With it, developers can create highly knowledgeable automations for seamless interactions, faster knowledge retrieval and collaboration.
This package is excellent for building chatbots, virtual assistants, knowledge retrieval systems, and so much more. Download this package to gain all the tools you need to get started building AI-powered automations.
AWS Knowledge Retrieval & Conversation Package
Looking to integrate with AWS Bedrock? We’ve got you covered with this free package. This package harnesses the ease of use and power of AWS Knowledge Bases. That means your developers can build centralized knowledge repositories to access depths of information across domains important to your organization. Through RAG, these agents can not only retrieve relevant information but also generate contextually rich responses — the end result: a better user experience. Get the package here.
Put These Connectors To Work
With the release of these two new connector packages, Automation Anywhere Bot Store now has options available to connect all major LLM providers: Azure, AWS, GCP, and AAI Enterprise Knowledge. That means nothing should be holding you and your team back from tapping into these incredible AI-powered technology resources and taking your automations to the next level. From Finance to HR to Customer Service and beyond, the business process potential is unlimited with these connector packages! We can't wait to see what greatness you create.