The Problem
Our client approached us looking to develop an AI-driven system called Raia (Remote Artificial Intelligence Assistance) capable of serving several practical functions. The client wanted Raia to be operable within Slack and to allow users to sign up as both organizations and individuals. Users would then be able to choose what Raia “persona” they would like to use–each persona serving different purposes.
Our Solution
To satisfy the client’s requirements, we built a Slackbot server capable of receiving and responding to user messages and requests using the GPT-3 large language model. Users could ask their chatbot persona to execute certain tasks that require third-party API access, such as logging into GitHub and compiling code, all within Slack. Initially, we started by creating a DevOps persona at the client’s request for a minimum viable product–more personas are on the way, along with Microsoft Teams integration.
What We Did
GPT Integration
We integrated the OpenAI GPT API to enable natural language processing and response generation. This allows Raia to understand user requests and respond intelligently.
End-User Dashboard
We built a dashboard for end-users to sign up, choose a persona, and interact with Raia. The dashboard provides a seamless experience for users to customize Raia to their needs.
Raia Personas
We created multiple personas like DevOps and Customer Support to serve different user needs. The personas allow Raia to take on specialized roles and capabilities based on what the user requires. More personas are in development to expand Raia’s capabilities.
GitHub Integration
We added GitHub integration to enable users to push code and trigger workflows. Users can construct code snippets through conversations with Raia that get automatically posted to GitHub repos.
Audit Trail
To maintain security and oversight, we built a comprehensive audit trail system that tracks all user interactions with Raia. The system logs details like timestamps, request contents, actions taken by Raia, and responses. This transaction history provides accountability by recording what users asked Raia to do and how it responded.
DevOps Library
We integrated a DevOps library to enable AI-powered infrastructure monitoring and management. The library translates raw Kubernetes cluster status reports into plain English summaries using natural language processing. These summaries get posted to Slack, keeping teams aware of infrastructure health.
See What Our Clients Think About Our Services
Check our what one of our top clients has to say about Idea Maker.
PlaneFax
Aviation Marketplace Platform
The team was very responsive and easy to work with. They are professional, talented, and experienced team. They were able to meet all our requirements.
Idea Maker is distinguished for their personalized collaboration and white glove services. The team is dependable and reliable, sticking to the project's plan, offering feedback, and pushing back on the right things.
The way they understand the requirements we present to them is fairly solid. Both in terms of bringing their own interpretation in nailing the requirements and their design sense. By the time we launched, I had gotten significantly more value from our collaboration than what we had discussed in the original specs.
This is a boutique development firm where the Founder is directly involved with the project and the primary contact. This is unlike many development firms where you are simply handed off to developers that are not stakeholders. This is an important distinction that results in much better project accountability.
I have never had a site like this built before. I felt that Idea Maker and Tom had built numerous sites like this, and they were pros.
Idea Maker's portfolio is what drew us in. Their design style was in alignment with what we were after. We had initial consultations with 3 companies that we had narrowed it down to. Once we had our initial meeting with Tom at Idea Maker we knew we had the right choice to make. Their communication style works well for us.
Their customer service is excellent — they’re incredibly accessible and available, which I appreciate. Furthermore, they have enough experience and bandwidth to fulfill all my needs. They’re one of the best vendors I’ve worked with.
Let's Talk About Your Project!
Tom Kwon
CEO
If you’re interested in discussing how we can collaborate to meet your goals and overcome challenges – whether on the technical side or the business side – I’m just a message away. Let’s dive into a conversation!
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