Upload 5 files

app.py

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+import gradio as gr
+from text_rag import get_response
+import json
+import os
+
+with open(os.path.abspath(os.path.join(os.path.dirname(__file__), "branding.json"))) as f:
+    brand_info = json.load(f)["brand"]
+
+with gr.Blocks(theme="default", title=brand_info["organizationName"]) as rag_bot:
+    gr.HTML(f"""
+            <div style="display: flex; justify-content:center; margin-bottom:20px">
+            <img src="{brand_info["logo"]["title"]}" alt="{brand_info["organizationName"]} Logo" style="width:200px;height:40px">
+            </div> """)
+    
+    gr.ChatInterface(
+        fn=get_response,
+        chatbot=gr.Chatbot(height=500, avatar_images=(None, brand_info["chatbot"]["avatar"]), type="messages"),
+        title=brand_info["organizationName"],
+        description=brand_info["slogan"],
+        type="messages",
+        examples=[
+            ["Who is the CEO of Here and Now AI?"],
+            ["What is the mission of Here and Now AI?"],
+            ["Tell me about the team behind Here and Now AI."]
+           
+        ]
+    )    
+
+if __name__ == "__main__":
+    rag_bot.launch()

branding.json

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+{
+    "brand":
+    {
+        "organizationName": "HERE AND NOW AI",
+        "website": "https://hereandnowai.com",
+        "email": "info@hereandnowai.com",
+        "mobile": "+91 996 296 1000",
+        "slogan": "designed with passion for innovation",
+        "colors": {"primary": "#FFDF00", "secondary": "#004040"},
+        "logo":
+            {
+                "title": "https://raw.githubusercontent.com/hereandnowai/images/refs/heads/main/logos/logo-of-here-and-now-ai.png",
+                "favicon": "https://raw.githubusercontent.com/hereandnowai/images/refs/heads/main/logos/favicon-logo-with-name.png"}, "chatbot": {"avatar": "https://raw.githubusercontent.com/hereandnowai/images/refs/heads/main/logos/caramel.jpeg", "face": "https://raw.githubusercontent.com/hereandnowai/images/refs/heads/main/logos/caramel-face.jpeg"
+            },
+        
+        "socialMedia":
+            {
+                "blog": "https://hereandnowai.com/blog",
+                "linkedin": "https://www.linkedin.com/company/hereandnowai/",
+                "instagram": "https://instagram.com/hereandnow_ai",
+                "github": "https://github.com/hereandnowai",
+                "x": "https://x.com/hereandnow_ai",
+                "youtube": "https://youtube.com/@hereandnow_ai"
+            }
+    }
+}

profile-of-hereandnowai.txt

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+# PASTE THE CLEANED PLAIN TEXT OF YOUR PROSPECTUS HERE
+# Example snippet:
+
+About HERE AND NOW AI
+HERE AND NOW AI is India’s leading autonomous Artificial Intelligence Research Institute, dedicated to transforming the way AI is taught, researched, and applied. It is a brainchild of Deepti Balagopal and Ruthran Raghavan, who envisioned a future where AI education is not limited to coders but accessible to every learner — whether they’re from engineering, business, science, or the arts.
+Born from the success of HERE AND NOW – The Language Institute (est. 2011), which redefined language learning in India, HERE AND NOW AI was founded in 2018 with a mission to disrupt traditional education through AI innovation. Our core initiatives lie in:
+* AI Education: Delivering industry-ready, practical AI programs for students
+* Research & Innovation: Exploring cutting-edge LLMs, RAG frameworks, and autonomous agents
+* Automation: Building intelligent systems that power real-world enterprises and academic institutions
+We believe that every college in India can be an AI-powered campus, and we are on a mission to make that happen.
+
+Vision & Mission
+Our Vision
+To build a generation of AI-native graduates and researchers empowered with real-world skills and global exposure, through India’s first fully autonomous AI professor.
+Our Mission
+* Deliver AI education to 1 lakh students by 2030
+* Sign MoUs with 100+ colleges for long-term collaboration
+* Build AI as a Service (AIaaS) solutions for corporates using student talent
+* Create open-access tools that empower learners and educators with AI
+HERE AND NOW AI stands for innovation with inclusivity. Whether you're from an arts stream or an engineering background — we are here to level the playing field with AI.
+
+Value-Added Courses Overview
+We proudly offer two high-impact AI programs designed for value addition in colleges. These are flexible, certification-backed, and tailored to academic timetables.
+
+1. Business Analytics with AI
+For: Non-technical students – BBA, BCom, BA, BSc, MBA, MCA, ME
+Prerequisites: None
+This course introduces students to the world of data-driven business intelligence through Python, visualization tools, and cutting-edge AI platforms like ChatGPT, Claude, and Gemini.
+Students will learn:
+* How to clean and analyze data using Python
+* How to interpret and visualize insights with Pandas, Matplotlib
+* How AI can enhance decision-making in HR, Finance, Marketing
+* Real-world project: Creating a dashboard or report powered by AI tools
+Why this course matters: In the modern job market, even non-tech graduates are expected to have basic data literacy. This course bridges that gap while giving them an AI edge.
+
+2. Full-Stack AI Developer Program
+For: Technical students – BE, BTech, BCA, MCA, MSc IT, ME
+Prerequisites: Basic familiarity with programming logic
+This project-oriented course teaches students to build AI-powered applications end-to-end using the latest in LLM technology.
+Students will explore:
+* Python fundamentals + API development (Flask, FastAPI)
+* Working with OpenAI, Claude, Gemini through API integration
+* RAG (Retrieval-Augmented Generation), LangChain, Vector DBs
+* Deploying AI apps on cloud platforms (GCP, Vercel)
+* Final Capstone: Build your own AI Chatbot or Assistant
+Why this course matters: Students not only learn AI concepts — they deploy real applications. It builds confidence, improves resumes, and gives them a head start in interviews or internships.
+
+Business Analytics with AI: Curriculum
+Total Duration: 30 hours | Mode: Online/Offline/Hybrid
+Eligibility: Any UG/PG student (non-tech or mixed)
+Module Breakdown:
+1. Getting Started with Python – No coding experience? No problem. We begin at zero.
+2. Data Analysis with Pandas & NumPy – Learn how to work with datasets, filter and prepare reports
+3. Data Visualization – Turn raw data into stunning graphs using Matplotlib and Seaborn
+4. Statistics for Business – Descriptive & Inferential Statistics for smarter decision-making
+5. AI for Business Users – Use ChatGPT, Copilot, Claude for content, reports, and insights
+6. Mini Project – Create a business report powered by AI tools
+
+Full-Stack AI Developer: Curriculum
+Total Duration: 30 hours | Mode: Project-Based | Eligibility: Tech Background Students
+Module Breakdown:
+1. Python + Git + IDE Setup – Get started with clean development workflow
+2. API Development – Build backend endpoints using Flask or FastAPI
+3. LLM Integration – Learn to work with Gemini, ChatGPT, Claude via API
+4. LangChain & Vector Databases – Implement memory in AI using RAG
+5. Cloud Deployment – Launch your app on GCP, Vercel with CI/CD basics
+6. Capstone Project – Build your own AI product and present it
+
+Delivery Format & Certification
+Mode of Delivery:
+* Live Classes (Online or On-Campus)
+* AI-Powered LMS with recordings, quizzes, code labs
+* Mentorship & Peer Discussion Forums
+Certification:
+* Joint Certificate from HERE AND NOW AI + Partner College
+* Certificate includes project link and GitHub portfolio
+Add-Ons:
+* Career Guide PDFs, Resume Templates
+* Code Snippets, Prompt Libraries
+* Exclusive access to internship/freelance opportunities
+
+Placement & Career Assistance
+Job Readiness:
+* Business English Training (Add-On)
+* Soft Skills & Interview Prep (Add-On)
+* Resume & LinkedIn Profile Optimization (Free)
+Technical Readiness:
+* GitHub Portfolio Guidance
+* LeetCode Problem Solving (Add-On Module)
+* Mock Interview Rounds
+Network Readiness:
+* LinkedIn Strategy: Personal Branding + Connection Funnels
+* Monthly AI Industry Talk Sessions
+
+Leadership Team
+Ruthran RAGHAVAN – CEO & Chief AI Scientist
+Visionary leader and AI educator. Invented the 108-day Business French Immersion Program. Now building India's first Autonomous AI Professor and leading AI evangelism nationwide.
+Deepti BALAGOPAL – COO
+Academic strategist managing operations, course quality, and outreach. She is the backbone of all institutional collaborations and program execution.
+Balaji KAMALAKKANNAN – CTO
+Expert in cloud, open-source LLMs, and full-stack deployment. Balaji leads all technical R&D and product integration for HERE AND NOW AI.
+Gopalakrishnan KANNAN – CMO
+Marketing genius with deep experience in youth outreach and digital campaigns. Gopal ensures the AI movement reaches every corner of India.
+
+Contact & Collaboration
+HERE AND NOW AI – Artificial Intelligence Research Institute
+Chennai, Tamil Nadu, India
+Website: www.hereandnowai.com
+Email: info@hereandnowai.com
+Phone: +91 99629 61000
+Course Fee Structure:
+* Business Analytics with AI: ₹5,925 / student / semester
+* Full-Stack AI Developer Program: ₹9,925 / student / semester
+
+Let’s Build the Future Together
+We look forward to collaborating with your institution. Together, let’s lead India into the AI-powered future.

requirements.txt

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+openai
+python-dotenv
+gradio

text_rag.py

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+from openai import OpenAI
+from dotenv import load_dotenv
+import os
+import requests 
+
+load_dotenv()
+api_key = os.getenv("GEMINI_API_KEY")
+model = "gemini-2.5-flash-lite"
+base_url = "https://generativelanguage.googleapis.com/v1beta/openai/"
+
+client = OpenAI(base_url=base_url, api_key=api_key)
+
+url="https://raw.githubusercontent.com/hereandnowai/vac/refs/heads/master/prospectus-context.txt"
+response = requests.get(url)
+
+script_dir = os.path.dirname(os.path.abspath(__file__))
+file_path = os.path.join(script_dir, "profile-of-hereandnowai.txt")
+
+with open(file_path, "wb") as f:
+    f.write(response.content)
+
+text_path =file_path
+
+try:
+    with open(text_path, "r",encoding="utf-8") as file:
+        text_lines = file.readlines()
+        text_content = "\n".join([line.strip() for line in text_lines if line.strip()])
+except Exception as e:
+    print(f"Error reading the text file: {e}")
+    text_content = "Error extracting text from text file."
+
+system_prompt =f"""You are Caramel AI, ai assistant build by Here and Now AI.Answer the user's question based only on the following context:\n\n{text_content}"""
+
+def get_response(message, history):
+    messages = [{"role": "system", "content": system_prompt}]
+    messages.extend(history)
+    messages.append({"role": "user", "content": message})
+    response = client.chat.completions.create(model=model, messages=messages)
+    ai_response = response.choices[0].message.content
+    return ai_response
+
+print(get_response("who is the ceo of here and now ai?", []))