README.md

---
title: CrossTalk AI Full
emoji: 🌐
colorFrom: indigo
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
models:
- ElMETRICO/crosstalk-ai-full-artifacts
---

# CrossTalk AI Full

This Space runs the full CrossTalk AI trained hybrid retrieval system.

It downloads trained artifacts from:

`ElMETRICO/crosstalk-ai-full-artifacts`

## Components

- exact lexical dictionary matching
- base-form matching
- fine-tuned multilingual E5 semantic fallback
- FAISS vector search
- confidence-aware safe output handling

Semantic fallback outputs are candidate suggestions only, not verified translations.