Bluefly LLM Ecosystem Documentation

Welcome to the comprehensive documentation for the Bluefly LLM ecosystem. This documentation provides detailed information about the architecture, components, integration points, and development processes.

System Overview

The Bluefly LLM ecosystem is a suite of integrated applications and libraries designed to provide powerful natural language processing capabilities for Bluefly's services. The ecosystem consists of several key components:

• BFCIComponents: GitLab CI/CD components and shared utilities
• BFMODEL: ML model integration and management
• BFAPI: Central API service for accessing LLM capabilities
• BFCLI: Command-line interface for interacting with Bluefly services
• BFUI: User interface components for Bluefly applications
• BFLLM: LLM training and inference management
• BFRFP: RFP analysis and generation application
• bluefly_insights: Drupal module for Bluefly integration

Getting Started

New to the Bluefly LLM ecosystem? These resources will help you get started:

• Architecture Overview - Understand the system architecture
• Installation Guide - Set up your development environment
• Development Workflow - Learn our development process
• API Documentation - Explore our API endpoints
• Project Integration - Integrate with Bluefly services

Key Documentation Sections

Architecture

Understanding the system architecture is essential for working with the Bluefly LLM ecosystem:

• System Overview
• Component Interactions
• Data Flow
• Security Model

Integration

Learn how to integrate with Bluefly services:

• API Integration
• CMS Integration
• External Systems

ML Documentation

Explore our machine learning capabilities:

• Model Registry
• Training Pipeline
• Inference Services
• Data Requirements

Development Guides

Resources for developers working with the Bluefly LLM ecosystem:

• Development Workflow
• Documentation Strategy
• Testing Strategy
• Deployment Guide
• Troubleshooting

For Contributors

If you're contributing to the Bluefly LLM ecosystem, these resources will help you:

• Documentation Strategy - Learn our documentation approach
• Maintaining Documentation - Keep documentation up-to-date
• GitLab Setup - Configure GitLab for development
• CI/CD Configuration - Understand our CI/CD pipelines

Latest Updates

Stay informed about the latest updates to the Bluefly LLM ecosystem:

• April 2, 2025: Documentation aggregation system launched
• April 1, 2025: BFRFP v1.2.0 released with enhanced RFP analysis
• March 30, 2025: New ML model deployed for improved response generation
• March 25, 2025: BFAPI v2.1.0 released with new endpoints for context management

Support

Need help with the Bluefly LLM ecosystem?

• Check the Troubleshooting guide
• Open an issue in the appropriate GitLab project
• Contact the Bluefly support team at [email protected]