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[PROJECT NAME] - [SHORT PROJECT DESCRIPTION]

Summary

FIXME: Provide a concise overview of the project, its purpose, the problem it addresses, and its main objectives.

Table of Contents (Click to expand)

How to install and run

(Click for detailed information on prerequisites, download and installation/configuration/run steps)

Prerequisites

FIXME: List all requirements needed to run the project, distinguishing mandatory system requirements from optional requirements needed for development, testing, or running individual components.

FIXME: Mention required software, runtimes, package managers, accounts, hardware, network access, external services, and other prerequisites.

Additional Requirements:

FIXME: List additional tools or software that are useful or required for specific workflows, such as Git, a web browser, development tools, or testing dependencies.

Installing Docker on your OS

FIXME: Explain how Docker or the main container/runtime environment can be installed when relevant.

Windows 10

FIXME: Provide installation instructions specific to this operating system/version.

Windows Subsystem for Linux (WSL / WSL 2)

FIXME: Provide installation and integration instructions specific to WSL/WSL 2.

Debian-based Linux (Ubuntu, Debian, Mint)

FIXME: Provide installation instructions for Debian-based distributions.

Arch-based Linux (Arch Linux, Manjaro)

FIXME: Provide installation instructions for Arch-based distributions.

Configuring and running

FIXME: Explain the overall configuration and startup process, including how configuration is provided and where configuration files are expected.

Step 0: Retrieving project files

FIXME: Explain how to clone, download, or otherwise obtain the project files.

Step 1: Environment Configuration (one-shot)

FIXME: Explain how to create and configure the project's environment/configuration file(s).

WARNING about CRITICAL CONFIGURATION VALUES

FIXME: Clearly identify secrets, passwords, API keys, tokens, URLs, or other values that must be changed before running the project.

FIXME: Explain how users should generate secure values where applicable.

Database Initialization Modes (INIT_MODE)

FIXME: Document available database initialization/seeding modes, their purpose, defaults, and configuration variables.

Switching Database Seeding Modes (demominimal)

FIXME: Explain how to switch between initialization/seeding modes and whether existing persistent data must be removed first.

Step 2: Manually managing the application (repeatable)

FIXME: Explain the commands and procedures that can be repeatedly used to manage the application after initial configuration.

Starting

FIXME: Explain how to start/build the complete application stack.

Automatically

FIXME: Document the recommended/simple startup method, such as a project-provided script.

Manually (for finer control)

FIXME: Document the manual commands for users who need more control over the build or startup process.

FIXME: Explain relevant command-line options and their effects.

Monitoring

FIXME: Explain how to inspect service status, logs, resource usage, health, and other runtime information.

Stopping

FIXME: Explain how to stop the application while preserving persistent data.

Deleting all information (containers AND database)

FIXME: Explain how to completely remove containers, volumes, generated data, downloaded models, or other persistent resources.

FIXME: Clearly warn the user about irreversible data loss.

How to use

Starting / stopping program

FIXME: Provide the shortest practical instructions for starting and stopping the application once all installation and configuration steps have been completed.

FIXME: Document default access URLs, ports, credentials, or other information needed to access the running application.

Usage overview

FIXME: Explain the main user workflows and how the major application components are used.

FIXME: Describe the interaction between the main user-facing interfaces/components.

Client UI sneak peek

[DESCRIPTION OF SCREENSHOT]

FIXME: Optionally provide screenshots or other visual examples of the main user interface.

Backoffice UI sneak peek

[DESCRIPTION] [DESCRIPTION]

FIXME: Describe any important user-interface-specific behavior, restrictions, or workflows.

Features and limitations

FIXME: Briefly explain the overall scope of the project and whether the current version should be considered a proof-of-concept, prototype, MVP, production-ready system, etc.

Supported (v1.0)

FIXME: Provide a high-level list of the features available in the current release.

Multi-Branch & Inventory Core Management

FIXME: Describe inventory, catalog, branch, stock, CRUD, validation, synchronization, or other core business functionality.

Real-Time Synchronization (Server-Sent Events)

FIXME: Describe real-time update mechanisms, event propagation, affected interfaces, and any relevant implementation details.

Security & Role-Based Access Control (RBAC)

FIXME: Describe authentication, authorization, roles, permissions, session/token handling, and inter-service security.

AI Assistant & Model Context Protocol (MCP) Integration

FIXME: Describe AI-assisted functionality, supported interactions, MCP tools/resources, model/provider support, and how AI interacts with application data.

Containerized Architecture & Portability

FIXME: Describe containerization, orchestration, portability, persistence, deployment characteristics, and relevant infrastructure features.

Not Supported (yet) & Known Limitations

FIXME: Explain the project's current limitations and deliberate trade-offs.

AI Assistant & MCP Integration

FIXME: Document limitations related to AI behavior, context/memory, supported languages, model quality, tool calling, data enrichment, latency, or provider-specific behavior.

Architecture & Real-Time Engine

FIXME: Document architectural limitations such as scaling constraints, single-node assumptions, resource requirements, or infrastructure dependencies.

Security & Production Readiness

FIXME: Document known security limitations, missing hardening, missing audits, network-security concerns, rate limiting, CORS, authentication limitations, or other production-readiness concerns.

Testing & Code Coverage

FIXME: Document missing automated tests, incomplete coverage, unsupported testing layers, and known testing limitations.

Examples of use

(Click to expand)

Valid examples

FIXME: Provide representative successful use cases demonstrating the main capabilities of the application.

Getting information on a specific product (per id or sku) in various languages

FIXME: Provide examples of queries/inputs using the most common identifiers and, where relevant, different supported languages.

FIXME: Show representative expected outputs.

Questions about stocks for a product or a branch

FIXME: Provide examples involving stock availability, branches, quantities, or inventory aggregation.

FIXME: Show representative expected outputs.

Mixed questions

FIXME: Provide examples combining multiple supported capabilities in a single request.

Failing examples

FIXME: Provide representative unsupported, invalid, ambiguous, or out-of-scope requests.

FIXME: Explain the expected failure/refusal/error behavior.

Technical information

FIXME: State the intended scope of this section and link to a deeper architecture/technical document if one exists.

General architecture

FIXME: Provide a high-level description of the system architecture and the responsibilities of its major components.

Core design principles

FIXME: Explain the architectural principles, design decisions, separation of concerns, security boundaries, maintainability goals, or other principles guiding the implementation.

Main code structuration

FIXME: Describe the main application components, services, modules, packages, or layers and their respective responsibilities.

Technical stack overview

FIXME: Summarize the main programming languages, frameworks, libraries, databases, infrastructure, and external services used to implement the project.

Communications overview

FIXME: Describe how the major components communicate with each other, including protocols, APIs, authentication mechanisms, data formats, and relevant communication constraints.

FIXME: Replace this with a high-level architecture/communication diagram if useful.
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Backoffice...

FIXME: Describe the internal-user flow, including authentication, interface actions, API calls, business operations, and responses.

Frontoffice

FIXME: Describe the anonymous/end-user flow, including input handling, communication with backend/AI services, context retrieval, and response generation.

Architecture macro diagram

FIXME: Provide a high-level architecture diagram showing the major components and their relationships.

[DESCRIPTION OF ARCHITECTURE DIAGRAM]

Memory management & Performance

FIXME give hindsight on how much memory is expected to be consumed, with example metrics if possible.

Testing

FIXME make short summary, delegate to TESTING.md

Project constraints and methodology

Imposed constraints

This project has been realized in compliance with all business specifications and technical constraints detailed in the Project context

Requirements

Confer PROJECT.md

Project methodology

FIXME short summary explaining how we worked (branching, planning, reviews etc)

Acknowledgments

Technologies Used

FIXME put listing of "badges" for technos.

Authors

FIXME list authors with links to githubs

License

FIXME license

About

Temp repo to test multiple origins

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