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Title: GitHub - MapiAI/SafeGuard-AI: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tuned DistilBERT gate, zero-shot classification, and Responsible AI design. · GitHub

Open Graph Title: GitHub - MapiAI/SafeGuard-AI: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tuned DistilBERT gate, zero-shot classification, and Responsible AI design.

X Title: GitHub - MapiAI/SafeGuard-AI: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tuned DistilBERT gate, zero-shot classification, and Responsible AI design.

Description: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tuned DistilBERT gate, zero-shot classification, and Responsible AI design. - MapiAI/SafeGuard-AI

Open Graph Description: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tu...

X Description: AI-powered platform for detecting and analyzing toxic communication patterns. Built with FastAPI, PostgreSQL, pgvector, HuggingFace, OpenAI GPT-4o-mini, and RAG. Features PII anonymization, fine-tu...

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Opengraph URL: https://github.com/MapiAI/SafeGuard-AI

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https://github.com/MapiAI/SafeGuard-AI#table-of-contents
Overviewhttps://github.com/MapiAI/SafeGuard-AI#overview
Architecturehttps://github.com/MapiAI/SafeGuard-AI#architecture
Tech Stackhttps://github.com/MapiAI/SafeGuard-AI#tech-stack
Project Structurehttps://github.com/MapiAI/SafeGuard-AI#project-structure
Setuphttps://github.com/MapiAI/SafeGuard-AI#setup
Running the Applicationhttps://github.com/MapiAI/SafeGuard-AI#running-the-application
API Endpointshttps://github.com/MapiAI/SafeGuard-AI#api-endpoints
AI Pipelinehttps://github.com/MapiAI/SafeGuard-AI#ai-pipeline
Contextual Analysishttps://github.com/MapiAI/SafeGuard-AI#contextual-analysis
Dashboardhttps://github.com/MapiAI/SafeGuard-AI#dashboard
Knowledge Basehttps://github.com/MapiAI/SafeGuard-AI#knowledge-base
Ethical Principleshttps://github.com/MapiAI/SafeGuard-AI#ethical-principles
Known Limitationshttps://github.com/MapiAI/SafeGuard-AI#known-limitations
Future Improvementshttps://github.com/MapiAI/SafeGuard-AI#future-improvements
https://github.com/MapiAI/SafeGuard-AI#overview
https://github.com/MapiAI/SafeGuard-AI#architecture
https://github.com/MapiAI/SafeGuard-AI#tech-stack
https://github.com/MapiAI/SafeGuard-AI#project-structure
https://github.com/MapiAI/SafeGuard-AI#setup
https://github.com/MapiAI/SafeGuard-AI#prerequisites
https://github.com/MapiAI/SafeGuard-AI#1-clone-the-repository
https://github.com/MapiAI/SafeGuard-AI#2-backend-setup
https://github.com/MapiAI/SafeGuard-AI#3-environment-variables
https://github.com/MapiAI/SafeGuard-AI#4-database-setup
https://github.com/MapiAI/SafeGuard-AI#5-index-the-knowledge-base
https://github.com/MapiAI/SafeGuard-AI#6-fine-tune-the-gate-model-optional
https://github.com/MapiAI/SafeGuard-AI#running-the-application
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https://github.com/MapiAI/SafeGuard-AI#ai-pipeline
https://github.com/MapiAI/SafeGuard-AI#stage-0--pii-anonymisation
https://github.com/MapiAI/SafeGuard-AI#stage-1--relationship-context-retrieval
https://github.com/MapiAI/SafeGuard-AI#stage-2--toxic-gate-distilbert
https://github.com/MapiAI/SafeGuard-AI#stage-3--multi-label-classification-bart-large-mnli
https://github.com/MapiAI/SafeGuard-AI#stage-4--rag-retrieval
https://github.com/MapiAI/SafeGuard-AI#stage-5--grounded-generation-gpt-4o-mini
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https://github.com/MapiAI/SafeGuard-AI/blob/main/docs/screenshots/analysis_message_1.png
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