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enricoros / big-AGI

Generative AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. It features AI personas, AGI functions, multi-model chats, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy on-prem or in the cloud.
https://big-agi.com
MIT License
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Auto Personas - Meta-analysis of chats and baby steps to AGI: Hyperlink in chat to launch new agents for specialized tasks. #78

Open jondwillis opened 1 year ago

jondwillis commented 1 year ago

Use-case:

In the course of consulting ChatGPT in many specialized fields, it will urge you to consult with a professional, e.g. a lawyer, a doctor, an electrician, peers, etc. If we are able to analyze portions of the bot's output for instructions to consult with a specialist, we can offer to launch a new chat with a new system prompt generated from that consultation instruction.

Example:

User: I want to start a business. ChatGPT: Choose a business structure: .... Consult with a legal expert or business advisor to determine the best option for your startup.

Where clicking Consult with a legal expert, etc., would open a new tab with an editable custom system prompt.

More discussion needed:

ChatGPT's official interface, with plugins enabled, detects plugin-able requests, and this would be architected similarly. Except this would be open for custom plugins eventually!

Criticisms?

enricoros commented 1 year ago

I love the direction you're going in. Let's think of how to make this detectable, easy to experience, and how to factor with behavior in any possible system prompting. Is it the case that if this feature kicks in, the user selected the wrong "purpose" to start with?

enricoros commented 1 year ago

Technology: How about a post-generation Enriching framework? An optional postprocessing step that takes the output of the assistant and can rewrite it in accordance of tools/rules (such as the one you mention, "sending you to a different expert")

Product: iteration 1 shall have links being injected (possibly with an indication of the tooling a link refers to), iteration 2 shall have augmentation of the UI (menu, widgets, text editing) to cast the information in a more usable way.

Naturally this would evolve to pre-processors as well. (E.g. expansion of URLs into their content, within the context window) - opinions?

enricoros commented 1 year ago

@jondwillis - we're at a point in technology where this is feasible.

Have you had more thinking about this feature from a UX perspective and use case perspective? How frequently do you bump into it?

shiribailem commented 11 months ago

This could connect to the suggestion I made in #35 of Personas into Identities, where the suggested identities would have associated tags that could be referenced.

This could also potentially bypass those prompts with an internal system prompt that provides the names of those identities and references, in the vein of "I know the following people who can help me where appropriate: Allison the doctor, Stephen the business analyst, Sam the lawyer...", which might cause the models to naturally and fluidly replace "Consult with a business advisor" with "You should talk to Stephen about this".