FR / EN

BASE

Home Studio Approach

SERVICES

Batch invoicing Factur-X Backend & interventions

INSTALLATION

Autonomous invoicing system Autonomous recruitment system Factur-X integration

FREE TOOLS

Quote generator Factur-X demo

RESOURCES

Flask chatbot VS Code environment pack Documentation framework Static site

CONTENT

No subscription Data security Backend problems Time waste Electronic invoicing reform 2026 Technical notes

SUPPORT

FAQ Contact Links

SUPPORT

FAQ Contact Links

Self-hosted Flask chatbot in Python

This page presents the Flask Chatbot product by Palks Studio, a self-hosted conversational template designed to remain understandable, controlled, and usable in real-world projects.

This product provides a Flask-based chatbot designed as a real, production-ready technical architecture, rather than a simple demonstration example.

It is intended for projects looking to integrate a self-hosted conversational assistant, fully controlled in its behavior and adaptable to concrete use cases.

Flask chatbot template in Python, self-hosted, designed for simple integration and full control over system behavior.

Clear and controlled architecture

The chatbot is built on a structured Flask architecture, clearly separating application logic, data management, and the user interface.

This organization makes it possible to understand, maintain, and evolve the product without relying on opaque technical stacks or imposed services.

Local-first operation and autonomy

The chatbot can operate entirely locally, using an internal knowledge base and persistent memory stored on the local system.

OpenAI activation is optional and controlled through configuration, allowing full control over data and system behavior.

Interface and integration

The product includes a complete web interface as well as an embeddable widget, making it easy to integrate into an existing website or a client project.

It is designed to be deployed both locally and on standard hosting environments, depending on project requirements.

What this product is not

This chatbot is not a turnkey service, not a hosted SaaS solution, and not a tool requiring external intervention.

It provides a serious, well-documented technical foundation intended to be understood, adapted, and integrated autonomously according to project needs.

Terms of use and responsibility

This product is provided as-is, with complete documentation enabling understanding and integration.

It does not include technical support, personalized assistance, installation services, or ongoing maintenance.

The use, adaptation, and deployment of the product are the responsibility of the user, who retains full control over their technical environment.

Included Features

The chatbot provides a complete architecture designed for immediate use or integration into an existing project, without requiring external services.

Multiple operating modes are available in order to adapt the behavior to different usage contexts:

  • local mode: responses based on a JSON knowledge base
  • OpenAI mode: optional activation through configuration
  • strict mode: responses limited to internal knowledge for controlled usage

The architecture notably includes:

  • modular Flask backend separated from the interface
  • complete web interface with light / dark mode
  • floating widget embeddable on any website
  • persistent memory via SQLite with session management
  • local browser-side history
  • typing effect for natural interaction
  • locally editable knowledge base

All data can remain local as long as OpenAI mode is not enabled. The system does not perform automatic learning or create permanent global memory, ensuring predictable and controlled behavior.

Why use this base

Building a functional chatbot is not only about connecting an API or displaying an interface. The most time-consuming part is defining a stable, predictable, and maintainable architecture.

This product provides that technical foundation from the start, avoiding the initial structuring phase, uncertain technical decisions, and early rewrites that commonly occur during first implementations.

It allows developers to start from a working, readable structure that can be directly adapted to real-world projects.

Demonstration

Local demonstration: autonomous operation without external dependencies.

Achat

Immediate delivery after payment: ZIP archive containing the full source code, documentation and configuration files.

Digital product · instant delivery · autonomous usage

← Back to resources