Update README.md

README.md

@@ -1,28 +1,14 @@
 ---
-title: 'Self Service KB Assistant '
+title: AutoCorp Support Assistant
+emoji: 🤖
+colorFrom: red
+colorTo: yellow
 sdk: gradio
-emoji: 🚀
-colorFrom: yellow
-colorTo: red
-pinned: true
-sdk_version: 5.49.1
+sdk_version: 4.44.0
+app_file: app.py
+pinned: false
 ---
-# Self-Service KB Assistant (Free, No API Key)
 
-A lightweight RAG chatbot that answers **only from your Markdown Knowledge Base**, cites sources, asks clarifying questions when uncertain, and offers quick guided intents. Built with **Gradio**, **FAISS**, **sentence-transformers**, and an **extractive QA model**—no paid API needed.
+# AutoCorp Support Assistant
 
-## Features
-- Markdown-based KB (`/kb/*.md`)
-- Embeddings: `sentence-transformers/all-MiniLM-L6-v2`
-- Vector search: FAISS (cosine on normalized vectors)
-- Reader: `deepset/roberta-base-squad2` (extractive QA)
-- Citations (title + section)
-- Low-confidence fallback (suggest related articles)
-- Quick intents (buttons for top tasks)
-- One-click “Rebuild Index” admin control
-
-## Run locally
-```bash
-python -m venv .venv && source .venv/bin/activate  # or .venv\Scripts\activate on Windows
-pip install -r requirements.txt
-python app.py
+AI-powered knowledge base assistant.