Improve OpenAI API Integration and Vector Database for Easy Retrieval
Project scope
Categories
Website development Software development Artificial intelligence DatabasesSkills
database connection chatgpt generative artificial intelligence amazon web services artificial intelligence conversational aiThe main goal for this project is to improve our AI-powered web application by curating the OpenAI API and adding a function to connect it to an external database. Either AWS or directly into OpenAI's backend to input information for the knowledge base of our AI application.
This will involve several different steps for the learners, including:
- Researching and gaining an understanding of the OpenAI API and its capabilities.
- Collaborating with the project owner to identify the specific requirements for improving the Assistant.
- Developing and implementing a function to connect the Assistant to a database.
- Evaluating the options for creating a database in AWS or directly into OpenAI's backend.
- Designing and building the database structure to input information for the knowledge base of the ChatGPT assistant.
- Testing the integration of the OpenAI API and the database to ensure seamless functionality.
By the end of the project, learners should complete the following list of activities:
- Improved the AI-powered web application with integrated OpenAI API and database connection function.
- Completed database structure for inputting information into the knowledge base of the ChatGPT assistant.
- Testing results and validation of the integrated system's functionality.
Our company is committed to providing a minimum of 5 hours of mentorship per team. This mentorship will be tailored to address specific project challenges, offer career advice, and foster a supportive learning environment. The mentorship sessions aim to complement the technical guidance and ensure that students not only complete the project successfully but also gain valuable insights into real-world applications of their skills.
This combination of technical support, collaborative tools, and dedicated mentorship hours aims to empower students, fostering an environment conducive to their growth and success in completing the project.
Examples of mentorship:
These communication strategies aim to establish clear and consistent channels for interaction throughout the project. They provide students with the necessary information, support, and opportunities for engagement, ensuring a positive and collaborative experience.
Regular Communication:
- Weekly Progress Meetings
- Slack Communication
About the company
With the rapid switch to virtual workspaces and community meeting places, we’ve watched organizations of all sizes struggle to appropriately and effectively marshal their online learning resources and present them in a comprehensive, easy-to-use format.
SkildLabs aims to solve that problem by providing consulting and implementation that lets organizations build their business using the power of education. Whether the goal is upskilling employees, creating a community around courses, or building a micro-academy to explain the intricacies of a product or service, SkildLabs will take your online learning objectives and ideas and turn them into reality, and the best part is we will be there every step of the way.