Update README.md

README.md

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 app_file: app.py
 pinned: true
 ---
+# 🌸 Parampara & Prayog — Hindi Sahitya Adhyayan & Anusandhān Kendra
 
-# 🟡 Army Interactive Planner (OPS ORDER Generator)
+### A Digital Hindi Literature Mentorship & Research App
 
-<p align="center">
-  <img src="https://huggingface.co/spaces/Militaryint/ops/resolve/main/banner.png" width="100%">
-</p>
-This Space provides a **42-question interactive planner** that generates a full **OPS ORDER Situational Analysis Report**, enriched with intelligence from a knowledge base (`knowledge_base/` folder with PDFs & DOCXs).  
+**Parampara & Prayog** (Tradition & Experiment) is a digital research and mentorship space inspired by the academic legacy of **Presidency University, Kolkata** — envisioned for Hindi scholars, students, and researchers to continue serious literary study, even beyond the classroom.
 
-## ✨ Features
-- 42-question questionnaire covering Mission, Situation, Execution, and Intelligence.
-- OPS ORDER report auto-generated from responses.
-- Knowledge base enrichment (PDFs & DOCXs in `knowledge_base/`).
-- Export reports as **PDF** or **DOCX**.
+This app is dedicated to the ongoing intellectual guidance of Hindi Literature learners under the spirit of professorial mentorship.
 
-## 📂 Repository Structure
+---
+
+## 🧭 Core Purpose
+
+To bring together:
+- Academic guidance on **Modern & Contemporary Hindi Poetry**
+- **Comparative Hindi Literature** studies
+- **Research mentorship** for PhD and M.Phil. students
+- **Annotated texts and commentaries**
+- A growing **digital archive** of Hindi literary scholarship
+
+---
+
+## 🧩 Modules Inside
+
+| Module | Description |
+|--------|--------------|
+| **A. Study Modules & Guidance** | Get instant academic insights on selected domains (Modern Poetry, Prose, Comparative Studies, etc.) |
+| **B. Research Mentorship** | Learn how to design research questions, structure theses, and approach literary analysis. |
+| **C. Comparative Literature Lab** | Explore Hindi in dialogue with Bengali, Urdu, Sanskrit, and English literatures. |
+| **D. Annotated Texts & Commentaries** | Read sample professorial commentaries on poems and texts. |
+| **E. Recorded Intellectual Presence** | Space reserved for future lectures and archival recordings. |
+| **F. Ask the Professor** | Submit academic questions and receive mentor-style explanations. |
+| **Audience & Contribution** | Platform for former students and scholars to contribute curated notes or research summaries. |
+
+---
+
+## 🧠 How It Works
+
+1. Select a **literary domain** from the dropdown.
+2. Choose your **audience level** (UG, PG, Research Scholar, etc.).
+3. Type your academic query.
+4. Select the **language** (English with Hindi quotes or full Hindi).
+5. Press **Ask for Guidance** to receive an LLM-powered academic answer — written in the tone of a senior professor.
+
+All answers are generated using the OpenAI LLM, semantically tuned for Hindi literary studies.
+
+---
+
+## ⚙️ Installation
+
+You can run the app locally or on Hugging Face Spaces.
+
+### 🔧 Requirements
+