What's included

• Custom Trained Generative AI Model

  A fully trained and fine-tuned generative AI model tailored to your specific needs. The model will be delivered in a format compatible with your preferred framework.

• Comprehensive Model Documentation and User Guide

  A detailed documentation package that includes: - Model Architecture Details: Explanation of the model's structure and components. - Training Process Overview: Description of the datasets used, training parameters, and techniques applied. - Usage Instructions: Step-by-step guide on how to deploy, run, and interact with the model. - Formats: Delivered in PDF and editable Word document.

• Source Code and Data Preprocessing Pipelines

  Access to all relevant code and scripts used during the project: - Source Code: Well-documented codebase for the model, API, and training routines. - Data Pipelines: Scripts for data cleaning, preprocessing, augmentation, ETL, and ELT processes. - Formats: Code files in appropriate programming languages (e.g., Python scripts).

• Retrieval-Augmented Generation (RAG) Powered API

  A custom API that combines the generative AI model with a retrieval system to provide up-to-date and contextually relevant responses. This includes: - API Development: Implementation of an API endpoint that integrates the trained model with real-time data retrieval mechanisms. - Documentation: Detailed API documentation covering endpoints, parameters, authentication, and usage examples. Formats: API accessible via RESTful endpoints; documentation in PDF and HTML formats.

• Deployment and Integration Support

  Assistance in integrating the AI model, API, and data pipelines into your existing systems, ensuring a smooth transition from development to production. This includes: - Support Sessions: Up to three virtual meetings (1 hour each) for deployment guidance. - Integration Scripts: Custom scripts or APIs to facilitate integration. - Formats: Code files and scripts in your preferred programming language.

• Training and Support Materials

  Educational resources to help your team understand and utilize the AI model, API, and data pipelines effectively: - Training Slides: A slide deck covering key aspects of the model, API, pipelines, and their operation. - Tutorial Videos: Two short videos demonstrating model deployment, API integration, pipeline management, and usage. - Formats: Slides in PowerPoint and PDF; videos in MP4 format.