Update README.md

README.md

@@ -1,85 +1,86 @@
----
-license: mit
-title: Saarthi
-sdk: gradio
-emoji: ⚡
-colorFrom: indigo
-colorTo: gray
-app_file: app.py
-pinned: false
-short_description: AI bot for Legal Help & ID Guidance – Anytime, Anywhere
-sdk_version: 5.34.2
----
-
-
-# 🧠 Saarthi – Connecting Every Citizen to Justice and Identity Rights with AI
-
-Saarthi is an open-source AI-powered web assistant designed to simplify **legal awareness** and **identity document assistance** for the common man. Built using Gradio, Sentence Transformers, and local knowledge bases, Saarthi bridges the gap between complex legal processes and everyday citizens.
-
-> ⚖️ Whether you're confused about your rights or unsure where to begin your ID application, Saarthi is here to guide you — anytime, anywhere.
-
----
-
-## 🧭 Why Saarthi Matters
-
-In India, many citizens don’t know where to begin when it comes to legal rights or ID corrections. Saarthi makes complex legal and bureaucratic processes understandable and accessible — especially for underrepresented communities.
-
-It’s not just an AI project. It’s a public good.
-
----
-
-## 🔍 Features
-
-### 🟠 NyaySetu – Legal Q&A Chatbot
-> _"Accurate, easy-to-understand legal help — anytime, anywhere."_
-
-- Ask natural language questions about Indian laws (e.g., _"What is Section 498A?"_)
-- Powered by **semantic retrieval** using MiniLM embeddings
-- Trained on curated legal Q&A datasets
-- Instant responses from offline-embedded knowledge (no API needed)
-  
-### 🪪 PehchaanSetu – Identity Document Guide
-> _"Empower yourself. Know the process. Own your identity."_
-
-- Get step-by-step guidance for applying, correcting, or reprinting:
-  - Aadhaar
-  - PAN Card
-  - Voter ID
-  - Caste Certificate
-  - Driving License
-  - Passport
-  - Ration Card
-- All guidance is loaded dynamically from local folders
-- Dropdown-based interface with **zero typing needed**
-
----
-
-## 🧠 How it Works
-
-### 🔹 Legal Q&A Flow
-1. Load precomputed MiniLM embeddings from `qa_embeddings.pkl`
-2. Compute embedding for user query
-3. Use cosine similarity to find the best match
-4. Return the legally accurate, beginner-friendly response
-
-### 🔹 ID Assistance Flow
-1. User selects ID Type and Purpose
-2. `id_assist_interface.py` dynamically constructs path
-3. Loads `.txt` or `.md` from corresponding folder
-4. Renders guidance with basic formatting
-
----
-
-## 🚀 Try it Out (Hugging Face Space)
-
-> 👉 [Live Demo on Hugging Face Spaces](https://huggingface.co/spaces/raviix46/Saarthi)
-
----
-
-## ⚙️ Installation (For Local Development)
-
-```bash
-git clone https://github.com/raviix46/Saarthi.git
-cd Saarthi
-pip install -r requirements.txt
+---
+license: mit
+title: Saarthi
+sdk: gradio
+emoji: ⚡
+colorFrom: indigo
+colorTo: gray
+app_file: app.py
+pinned: false
+short_description: AI bot for Legal Help & ID Guidance – Anytime, Anywhere
+sdk_version: 5.34.2
+python_version: 3.11
+---
+
+
+# 🧠 Saarthi – Connecting Every Citizen to Justice and Identity Rights with AI
+
+Saarthi is an open-source AI-powered web assistant designed to simplify **legal awareness** and **identity document assistance** for the common man. Built using Gradio, Sentence Transformers, and local knowledge bases, Saarthi bridges the gap between complex legal processes and everyday citizens.
+
+> ⚖️ Whether you're confused about your rights or unsure where to begin your ID application, Saarthi is here to guide you — anytime, anywhere.
+
+---
+
+## 🧭 Why Saarthi Matters
+
+In India, many citizens don’t know where to begin when it comes to legal rights or ID corrections. Saarthi makes complex legal and bureaucratic processes understandable and accessible — especially for underrepresented communities.
+
+It’s not just an AI project. It’s a public good.
+
+---
+
+## 🔍 Features
+
+### 🟠 NyaySetu – Legal Q&A Chatbot
+> _"Accurate, easy-to-understand legal help — anytime, anywhere."_
+
+- Ask natural language questions about Indian laws (e.g., _"What is Section 498A?"_)
+- Powered by **semantic retrieval** using MiniLM embeddings
+- Trained on curated legal Q&A datasets
+- Instant responses from offline-embedded knowledge (no API needed)
+  
+### 🪪 PehchaanSetu – Identity Document Guide
+> _"Empower yourself. Know the process. Own your identity."_
+
+- Get step-by-step guidance for applying, correcting, or reprinting:
+  - Aadhaar
+  - PAN Card
+  - Voter ID
+  - Caste Certificate
+  - Driving License
+  - Passport
+  - Ration Card
+- All guidance is loaded dynamically from local folders
+- Dropdown-based interface with **zero typing needed**
+
+---
+
+## 🧠 How it Works
+
+### 🔹 Legal Q&A Flow
+1. Load precomputed MiniLM embeddings from `qa_embeddings.pkl`
+2. Compute embedding for user query
+3. Use cosine similarity to find the best match
+4. Return the legally accurate, beginner-friendly response
+
+### 🔹 ID Assistance Flow
+1. User selects ID Type and Purpose
+2. `id_assist_interface.py` dynamically constructs path
+3. Loads `.txt` or `.md` from corresponding folder
+4. Renders guidance with basic formatting
+
+---
+
+## 🚀 Try it Out (Hugging Face Space)
+
+> 👉 [Live Demo on Hugging Face Spaces](https://huggingface.co/spaces/raviix46/Saarthi)
+
+---
+
+## ⚙️ Installation (For Local Development)
+
+```bash
+git clone https://github.com/raviix46/Saarthi.git
+cd Saarthi
+pip install -r requirements.txt
 python app.py