Angular Smart Form Filler

The Smart Form Filler fills in form fields based on unstructured user data, e.g. email content. Add a call to provideFormFiller() in your application config to use the form filler. You need to specify a backend to use the form filler. Currently, there are the following backends:

• The OpenAI backend (withOpenAIBackend()) talks to a OpenAI-compatible implementation such as OpenAI, Azure OpenAI, MistralAI, Groq, and others. It requires Internet access.
• The OpenAI tool backend (withOpenAIToolBackend()) behaves as the OpenAI backend, but makes use of tools (previously function calling).
• The experimental WebLLM backend (withWebLLMBackend()) uses WebLLM to execute a large language model locally. The initial download takes a relatively long time, but model inference is offline-capable from then on. The model download must be repeated for each origin.
• The experimental Prompt API backend (withPromptAPIBackend()) uses Chrome’s experimental Prompt API to communicate with a local LLM. The model, shared across origins, cannot be specified but is fully offline-capable once downloaded.

Run this project

The demo project is configured to use OpenAI by default. You can also use another OpenAI-compatible provider (e.g., Groq).

Before running the demo, you will need to set your OpenAI key by using the environment variable OPENAI_API_KEY. Use the same variable to set your API key for any other OpenAI-compatible provider.

Run npm start.

Inspiration

This project was heavily inspired by Steve Sanderson’s Smart Components for Blazor.

License and Note

BSD-3-Clause.

This is a technical showcase, not an official Thinktecture product.