A look at Lianja 11

[barrymavin]

Lianja 11 is completely AI powered; from development to runtime.

Here is a taste of whats in it.

All powered by AI magic.



Talk to your data without having to code anything.



Ask AI to help you write code then review it or "fix it".



Use the new Standalone AI Assistant for data analytics and reporting.



This is just a taste of what's in Lianja 11.

Coming soon!

[jefferson@results.com.br]

So good!

[barrymavin]

Analyse contents of reports, pdf files, docx files and xlsx spreadsheets directly in the AI Assistant.

[jefferson@results.com.br]

Is it possible to use audio?
Is there an API?

[barrymavin]

Hi Jefferson,

Audio is possible but I have not implemented it on desktop.

Yes there is an API.

Lianja.askOpenAI(cAPIKEY, cPrompt)

There is also full support for custom AI Data Agents. These extend the AI Assistant and inform the remote AI API about client side "Functions". This will be documented before release. They can be written in either Python or LianjaScript.

[jefferson@results.com.br]

Hi Barry,

Is implementing a vector field type to perform RAG very complicated?

[barrymavin]

Hi Jefferson,

Its not something i have looked at and I am not sure of its value in Lianja.

Try the AI Assistant and see what it can do.

You can extend with Custom AI Agents which are called on the client.

RAG is handled automatically in the Lianja AI Assistant.

Note that KVS is more suitable for use as a vector database with Python.

[barrymavin]

The AI Assistant remembers previous questions you asked it and its responses. This is known as the "Context Window". You can reset it at any time by clicking the "Clear" icon at the bottom of the AI Assistant panel.



Notice the "Email" icon in the toolbar of the AI Assistant at the bottom. Click this and you can collaborate with others by sending them an email containing the results in the AI Assistant chat window. e.g. query information, balances, invoice, receipt etc and email it directly to a customer.

[barrymavin]

Clicking the "Email" icon in the AI Assistant toolbar let's you email an AI Conversation:

[barrymavin]

When chatting to your data in the AI Assistant you can save the chat as a "Conversation". These files are saved with a .aic file extension. You can use spaces in the filenames even on linux to give them meaning.

You can play back the chat by selecting the conversation name from the Combo at the top of the AI Assistant.

Clicking the "Manage" icon in the Ai Assistant Toolbar at the bottom let's you manage conversations and edit them if required.

Note that conversations in the "Data" workspace are specific to the database whereas those in other workspaces e.g. "Pages" are user specific.



After clicking the "Manage" icon and selecting a conversation it can be edited..



As you can see, a "Conversation" is a Natural Language script of instructions to AI which understands the context of the questions including the database schema.

If we select the "Customer conversation" the conversation is played back.