AIMANGUL · BROWSER TOOLKIT

Tools

Focused utilities for language detection, RAG ingestion, image production and direct AI image analysis.

4 toolsOpen directly from this directory
Language Detector workflow illustration
TEXT · LOCAL BROWSER

Language Detector

Paste text and identify its most likely language with confidence and ranked alternatives.

  • Detects from a 51-language local model without uploading the text
  • Shows confidence plus the strongest alternative language candidates
  • Useful for routing multilingual text before translation, OCR or AI processing
51 languagesLocalConfidence
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RAG Chunker workflow illustration
RAG · EMBEDDING · INGESTION

RAG Chunker

Validate prepared text chunks, embed them through phpAiRouter and ingest them into a RAG database.

  • Loads parser-safe chunk TXT files and validates the chunk contract
  • Connects to the target database and can prepare canonical RAG tables
  • Embeds retrieval text, skips duplicates and imports chunks into storage
Chunk validationEmbeddingsDatabase ingest
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Studio Pipeline workflow illustration
IMAGE · CUTOUT · ANIMATION

Studio Pipeline

Move one source image through background removal and animation as a connected asset workflow.

  • Upload the source image once and keep it available across the workflow
  • Send it to Cutout Studio and bring back a transparent editable PNG
  • Pass the cutout into Animation Studio and return a motion-ready result
CutoutTransparent PNGAnimation
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GameSketchAnalyzer workflow illustration
AI ROUTER · IMAGE ANALYSIS

GameSketchAnalyzer

Send game-art images and a prompt directly from the browser to phpAiRouter and inspect the returned result.

  • Upload one to four images and describe exactly what you want analysed
  • Choose routing preference, specialty, provider, node and fallback behaviour
  • Inspect returned text, generated images and the raw JSON response
phpAiRouterImages + promptRaw JSON
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