LLM-Enabled Development¶

Local AI Tools for Everyday Work¶

This site documents a growing collection of AI-powered tools built on locally operated Large Language Models. All tools were developed as rapid prototypes and are continuously being improved.

Explore the Tools Archive & Insights

All Tools at a Glance¶

Writing & Text¶

Tool	Description
Chat	Interactive AI chat with model profile system, document analysis and image processing
Text Workshop	Agentic text processing with task profiles, hallucination checks and versioning
TextTool	Iterative text editing with predefined functions (legacy version)
Style Tool	Transforms texts according to predefined style profiles with structured profile schema
Text Style Editor	Slider-based style editor with 34 parameters, neutralization and presets
Translate	Translates documents while preserving structure, formatting and glossary

Speech & Audio¶

Tool	Description
TTS Suite	Multi-voice audio production: podcasts, interviews, audiobooks with three TTS model families and ASR quality assurance
ASR Transcription	Speech recognition with audio preprocessing, segmentation, hallucination cleanup and subtitle export
Speech-to-Text	Three-stage transcript processing via LLM pipeline (legacy version)

Images & Visualization¶

Tool	Description
Image Generator	Text-to-image and image-to-image with preset system, iterative editing and two image models
Diagram Generator	Agentic pipeline for Mermaid and draw.io diagrams with validation and correction loop
Grafix	Chat-based business diagram editor with deterministic template engine and 27 diagram types
Chart Generator	Agentic data visualization from CSV/Excel with intent detection, planning phase and fallback logic

Research & Analysis¶

Tool	Description
Research Tool	Agentic multi-stage research with dual LLM, gap analysis, contradiction detection and academic databases
TalkToDocuments	Long-context document analysis with up to 250,000 tokens, source references and preprocessing pipeline
Code Analyzer	Multi-stage code analysis with four LLM roles, YAML intermediate layer and aggregated system evaluation
Vision	Image and PDF analysis with Vision Language Models, page selection and alt text generation

Documents & Presentation¶

Tool	Description
PPT Workshop	Agentic slide deck creation with five-phase pipeline, layout catalog and quality assurance
Presentation Prep	Two-agent architecture for slide structuring from documents (legacy version)
CodeDocumentation	Generates complete documentation sets from repositories with three-stage pipeline and framework extractors
Doc	Automatic document summarization (legacy version)
Web Helper	Migrates and transforms web content between CMS systems
Plone Migration	Processing and LLM-assisted revision of Plone CMS exports with hierarchy reconstruction

Data Collection¶

Tool	Description
Flex Mapping	Configurable information extraction system with QA layer, confidence scores and static website export
AI Mapping	Web-based mapping and data extraction
AI Survey	Multi-stage LLM pipeline for open surveys with clarity assessment, follow-ups and structuring
Survey Analysis	Structured survey data analysis with LLM-powered clustering, segmentation and report generation
Staff Cost Calculator	TV-L personnel cost calculation from natural language with deterministic computation and Excel/PDF export

Infrastructure & Operations¶

Tool	Description
LLM Manager	Management UI for vLLM containers on GPU servers: 7 model types, API routing, MIG, monitoring and load balancing