---
license: apache-2.0
---


# Agentic Transformer System for Hugging Face

This repository contains the code, configurations, and scripts to create a modular AI system with multiple specialized agents for text classification, sentiment analysis, summarization, code generation, and more.

## Project Overview

This system uses a mixture of specialized agents to handle diverse tasks. Each agent is fine-tuned for its specific role and is managed by an orchestration layer that ensures smooth communication and data flow between agents.

## Models and Datasets

### Pre-trained Models

- **Text Classification Agent:** BERT Base Uncased ([Hugging Face Model](https://huggingface.co/bert-base-uncased))
- **Sentiment Analysis Agent:** RoBERTa ([Hugging Face Model](https://huggingface.co/roberta-base))
- **Summarization Agent:** BART ([Hugging Face Model](https://huggingface.co/facebook/bart-large))
- **Code Generation Agent:** CodeBERT ([Hugging Face Model](https://huggingface.co/microsoft/codebert-base))
- **Web Search Agent:** DistilBERT ([Hugging Face Model](https://huggingface.co/distilbert-base-uncased))

### Datasets

- **Training and Validation Dataset:** IMDB Movie Reviews ([Hugging Face Dataset](https://huggingface.co/datasets/imdb))
- **Evaluation Dataset:** SST-2 ([Hugging Face Dataset](https://huggingface.co/datasets/glue/viewer/sst2))

## Installation

To install the required dependencies, run:

```bash
pip install -r requirements.txt