Code Talk HTML CSS JAVASCRIPT Chatbot short #flaskarchitect #geminiapi

AI Code Talk is a powerful, all-in-one development workbench designed for rapid prototyping and creative exploration of front-end web technologies like HTML, CSS, and JavaScript. Built around Google Gemini 1.5 Flash, it turns an AI chatbot into a true coding partner that doesn't just generate code but helps you instantly see results, refine them, and save your work.

The application eliminates the need to switch between chat windows, code editors, and browsers. It merges the entire process of writing prompts, generating code, previewing it live, and editing or saving it into one smooth interface. You simply describe what you want—like a glowing button, animated background, or interactive HTML game—and the AI responds with a complete HTML file. The app extracts this code, saves it using a UUID to avoid overwrites, and displays the result inside an embedded iframe so you can see the output immediately.

Every message you send to the AI includes the entire chat history. This lets you have deep, ongoing conversations with the AI, refining your idea step-by-step. For example, after generating a particle effect, you can say, “make the particles smaller and faster,” and the AI will adjust the original code accordingly. That history is stored in an SQLite database, giving the AI memory within a session and letting you have intelligent follow-ups without restating your entire idea.

One of the standout features is its integration with ChromaDB, a vector database that makes the AI smarter by supplying it with personalized context. If you preload ChromaDB with your favorite docs or code snippets, the app can search that database when you type a prompt. It retrieves the most relevant files and includes them as additional context before the request is sent to Gemini. This allows the AI to respond using your preferred libraries, syntax, or frameworks.

Token usage is clearly shown in the UI before every request. This lets you track how much you're spending and whether you're close to the token limits of the model. It gives you complete visibility into what’s being sent and ensures you’re always in control of the cost and prompt size.

After generating and previewing code, you can permanently save it through the “Save Code” section. Just paste the code, give it a filename, and the app safely stores it using secure_filename to prevent path injection. You can later load any file from a dropdown menu, edit the code in the browser, and save the changes—all without switching tools. This makes the app feel more like a live coding studio than a basic chatbot.

AI Code Talk transforms the way developers and creatives interact with code. It combines intelligent prompting, semantic search, live feedback, and file management into a unified workflow. Whether you're building animations, UI components, or experimenting with code-driven art, AI Code Talk lets you ideate, test, refine, and archive your work faster and more creatively than ever before.

[JackNorthrup]

FlaskArchitect the RAG man.
I build APPs that build APPs