Added embedding API (#654)

Co-authored-by: Thorsten Sommer <SommerEngineering@users.noreply.github.com>

app/MindWork AI Studio/Plugins/languages/en-us-97dfb1ba-50c4-4440-8dfa-6575daf543c8/plugin.lua

@@ -1812,7 +1812,7 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::MOTIVATION::T1986314327"] = "Democratizat
 -- While exploring available solutions, I found a desktop application called Anything LLM. Unfortunately, it fell short of meeting my specific requirements and lacked the user interface design I envisioned. For macOS, there were several apps similar to what I had in mind, but they were all commercial solutions shrouded in uncertainty. The developers' identities and the origins of these apps were unclear, raising significant security concerns. Reports from users about stolen API keys and unwanted charges only amplified my reservations.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::MOTIVATION::T3552777197"] = "While exploring available solutions, I found a desktop application called Anything LLM. Unfortunately, it fell short of meeting my specific requirements and lacked the user interface design I envisioned. For macOS, there were several apps similar to what I had in mind, but they were all commercial solutions shrouded in uncertainty. The developers' identities and the origins of these apps were unclear, raising significant security concerns. Reports from users about stolen API keys and unwanted charges only amplified my reservations."
 
--- We also want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 EUR such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs for your first steps or use affordable cloud models. MindWork AI Studio itself is available free of charge.
+-- We also want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs for your first steps or use affordable cloud models. MindWork AI Studio itself is available free of charge.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::MOTIVATION::T3672974243"] = "We also want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs for your first steps or use affordable cloud models. MindWork AI Studio itself is available free of charge."
 
 -- Relying on web services like ChatGPT was not a sustainable solution for me. I needed an AI that could also access files directly on my device, a functionality web services inherently lack due to security and privacy constraints. Although I could have scripted something in Python to meet my needs, this approach was too cumbersome for daily use. More importantly, I wanted to develop a solution that anyone could use without needing any programming knowledge.
@@ -2172,9 +2172,18 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELAPP::T922066419"]
 -- Administration settings are not visible
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELAPP::T929143445"] = "Administration settings are not visible"
 
+-- Embedding Result
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1387042335"] = "Embedding Result"
+
 -- Delete
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1469573738"] = "Delete"
 
+-- Embed text
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1644934561"] = "Embed text"
+
+-- Test Embedding Provider
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1655784761"] = "Test Embedding Provider"
+
 -- Add Embedding
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1738753945"] = "Add Embedding"
 
@@ -2187,6 +2196,12 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T18253
 -- Add Embedding Provider
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T190634634"] = "Add Embedding Provider"
 
+-- Add text that should be embedded:
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T1992646324"] = "Add text that should be embedded:"
+
+-- Embedding Vector (one dimension per line)
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T2174876961"] = "Embedding Vector (one dimension per line)"
+
 -- Model
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T2189814010"] = "Model"
 
@@ -2196,6 +2211,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T24199
 -- Name
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T266367750"] = "Name"
 
+-- No embedding was returned.
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T291969"] = "No embedding was returned."
+
 -- Configured Embedding Providers
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T305753126"] = "Configured Embedding Providers"
 
@@ -2205,6 +2223,9 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T32512
 -- Edit
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T3267849393"] = "Edit"
 
+-- Close
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T3448155331"] = "Close"
+
 -- Actions
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T3865031940"] = "Actions"
 
@@ -2226,6 +2247,12 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T51130
 -- Open Dashboard
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T78223861"] = "Open Dashboard"
 
+-- Test
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T805092869"] = "Test"
+
+-- Example text to embed
+UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T816748904"] = "Example text to embed"
+
 -- Provider
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::SETTINGS::SETTINGSPANELEMBEDDINGS::T900237532"] = "Provider"
 
@@ -2448,7 +2475,7 @@ UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::VISION::T1986314327"] = "Democratization
 -- Whatever your job or task is, MindWork AI Studio aims to meet your needs: whether you're a project manager, scientist, artist, author, software developer, or game developer.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::VISION::T2144737937"] = "Whatever your job or task is, MindWork AI Studio aims to meet your needs: whether you're a project manager, scientist, artist, author, software developer, or game developer."
 
--- We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 EUR such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models. MindWork AI Studio itself is available free of charge.
+-- We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models. MindWork AI Studio itself is available free of charge.
 UI_TEXT_CONTENT["AISTUDIO::COMPONENTS::VISION::T2201645589"] = "We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models. MindWork AI Studio itself is available free of charge."
 
 -- You can connect your email inboxes with AI Studio. The AI will read your emails and notify you of important events. You'll also be able to access knowledge from your emails in your chats.
@@ -3330,6 +3357,12 @@ UI_TEXT_CONTENT["AISTUDIO::DIALOGS::EMBEDDINGPROVIDERDIALOG::T900237532"] = "Pro
 -- Cancel
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::EMBEDDINGPROVIDERDIALOG::T900713019"] = "Cancel"
 
+-- Embedding Vector
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::EMBEDDINGRESULTDIALOG::T1173984541"] = "Embedding Vector"
+
+-- Close
+UI_TEXT_CONTENT["AISTUDIO::DIALOGS::EMBEDDINGRESULTDIALOG::T3448155331"] = "Close"
+
 -- Unfortunately, Pandoc's GPL license isn't compatible with the AI Studios licenses. However, software under the GPL is free to use and free of charge. You'll need to accept the GPL license before we can download and install Pandoc for you automatically (recommended). Alternatively, you might download it yourself using the instructions below or install it otherwise, e.g., by using a package manager of your operating system.
 UI_TEXT_CONTENT["AISTUDIO::DIALOGS::PANDOCDIALOG::T1001483402"] = "Unfortunately, Pandoc's GPL license isn't compatible with the AI Studios licenses. However, software under the GPL is free to use and free of charge. You'll need to accept the GPL license before we can download and install Pandoc for you automatically (recommended). Alternatively, you might download it yourself using the instructions below or install it otherwise, e.g., by using a package manager of your operating system."
 
@@ -4995,7 +5028,7 @@ UI_TEXT_CONTENT["AISTUDIO::PAGES::HOME::T149711988"] = "You only pay for what yo
 -- Assistants
 UI_TEXT_CONTENT["AISTUDIO::PAGES::HOME::T1614176092"] = "Assistants"
 
--- We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 EUR such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models.
+-- We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models.
 UI_TEXT_CONTENT["AISTUDIO::PAGES::HOME::T1628689293"] = "We want to contribute to the democratization of AI. MindWork AI Studio runs even on low-cost hardware, including computers around 100 € such as Raspberry Pi. This makes the app and its full feature set accessible to people and families with limited budgets. You can start with local LLMs or use affordable cloud models."
 
 -- Unrestricted usage