Spaces:
Sleeping
Sleeping
| title: Talk to your Multi-Agentic Architect Partner | |
| emoji: 👁 | |
| colorFrom: purple | |
| colorTo: green | |
| sdk: docker | |
| pinned: false | |
| license: mit | |
| # Title | |
| Connect, Explore, Together: harness the value of Enterprise Architecture in the era of Generative AI to positively impact individuals and organisations.\n | |
| ## Overview | |
| `Trigger`: How disruptive may Generative AI be for Enterprise Architecture Capability (People, Process and Tools)? \n | |
| `Motivation`: Master GenAI while disrupting Enterprise Architecture to empower individuals and organisations with ability to harness EA value and make people lives better, safer and more efficient. \n | |
| `Ability`: Exploit my carrer background and skillset across system development, business accumen, innovation and architecture to accelerate GenAI exploration while learning new things. \n\n | |
| > That's how the `EA4ALL-Agentic system` was born and ever since continuously evolving to build an ecosystem of Architects Agent partners. | |
| ## Benefits | |
| `Empower individuals with Knowledge`: understand and talk about Business and Technology strategy, IT landscape, Architectue Artefacts in a single click of button. \n | |
| `Increase efficiency and productivity`: generate a documented architecture with diagram, model and descriptions. Accelerate Business Requirement identification and translation to Target Reference Architecture. Automated steps and reduced times for task execution.\n | |
| `Improve agility`: plan, execute, review and iterate over EA inputs and outputs. Increase the ability to adapt, transform and execute at pace and scale in response to changes in strategy, threats and opportunities. \n | |
| `Increase collaboration`: democratise architecture work and knowledge with anyone using natural language.\n | |
| `Cost optimisation`: intelligent allocation of architects time for valuable business tasks. \n | |
| `Business Growth`: create / re-use of (new) products and services, and people experience enhancements. \n | |
| `Resilience`: assess solution are secured by design, poses any risk and how to mitigate, apply best-practices. \n | |
| ## Knowledge context | |
| Synthetic dataset is used to exemplify the Agentic System capabilities. | |
| ### IT Landscape Question and Answering | |
| - Application name | |
| - Business fit: appropriate, inadequate, perfect | |
| - Technical fit: adequate, insufficient, perfect | |
| - Business_criticality: operational, medium, high, critical | |
| - Roadmap: maintain, invest, divers | |
| - Architect responsible | |
| - Hosting: user device, on-premise, IaaS, SaaS | |
| - Business capability | |
| - Business domain | |
| - Description | |
| ### Architecture Diagram Visual Question and Answering | |
| - Architecture Visual Artefacts | |
| - jpeg, png | |
| **Disclaimer** | |
| - Your data & image are not accessible or shared with anyone else nor used for training purpose. | |
| - EA4ALL-VQA Agent should be used ONLY FOR Architecture Diagram images. | |
| - This feature should NOT BE USED to process inappropriate content. | |
| ### Reference Architecture Generation | |
| - Clock in/out Use-case | |
| ## Log / Traceability | |
| For purpose of continuous improvement, agentic workflows are logged in. | |
| ## Architecture | |
| <italic>Core architecture built upon python, langchain, meta-faiss, gradio and Openai.<italic> | |
| - Python | |
| - Pandas | |
| - Langchain | |
| - Langsmith | |
| - Langgraph | |
| - Huggingface | |
| - RAG (Retrieval Augmented Generation) | |
| - Vectorstore | |
| - Prompt Engineering | |
| - Strategy & tactics: Task / Sub-tasks | |
| - Agentic Workflow | |
| - Models: | |
| - OpenAI | |
| - Llama | |
| - Hierarchical-Agent-Teams: | |
| - Tabular-question-and-answering | |
| - Supervisor | |
| - Visual Questions Answering | |
| - Diagram Component Analysis | |
| - Risk & Vulnerability and Mitigation options | |
| - Well-Architected Design Assessment | |
| - Vision and Target Reference Architecture | |
| - User Interface | |
| - Gradio | |
| - Hosting: Huggingface Space | |
| ## Agentic System Architecture | |
|  | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |