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46 lines (39 loc) · 1.76 KB
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cff-version: 1.2.0
message: "If you use this software, please cite it using the metadata from this file."
title: "AGI-Pipeline"
version: 1.0.1
date-released: '2024-12-17'
license: MIT
repository-code: "https://github.com/OneFineStarstuff/AGI-Pipeline"
doi: 10.5281/zenodo.14504697
authors:
- given-names: "Kyaw T."
family-names: "Tun"
abstract: >-
The AGI (Artificial General Intelligence) Pipeline is an enterprise-grade multimodal framework designed to integrate core AI capabilities, including Natural Language Processing (NLP), Computer Vision (CV), and Speech Processing. This pipeline leverages state-of-the-art models and adheres to the Enterprise AI Agent Interoperability Protocol (EAIP) to provide a robust and scalable solution.
Key features include:
1. Natural Language Processing (NLP):
- Utilizes the FLAN-T5 model for high-quality text generation and conditional responses.
2. Computer Vision (CV):
- Employs YOLOv8 for real-time object detection and image analysis.
3. Speech Processing:
- Incorporates OpenAI's Whisper for high-accuracy speech-to-text transcription.
- Features offline text-to-speech synthesis using Pyttsx3.
4. Security and Interoperability:
- Implements JWT-based authentication for secure API access.
- Complies with EAIP specifications, including gRPC support and SPIFFE/SPIRE identity management.
5. Scalable Deployment:
- Built with FastAPI for high-performance asynchronous request handling.
- Fully containerized with Docker for seamless deployment across cloud environments.
keywords:
- Artificial General Intelligence (AGI)
- Natural Language Processing (NLP)
- Computer Vision (CV)
- Speech Processing
- Whisper
- YOLOv8
- FLAN-T5
- FastAPI
- Docker
- JWT
- EAIP