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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+profile-of-hereandnowai.pdf filter=lfs diff=lfs merge=lfs -text

branding.json

@@ -0,0 +1,26 @@
+{
+    "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"
+            }
+    }
+}

chatbot.py

@@ -0,0 +1,22 @@
+from openai import OpenAI
+from dotenv import load_dotenv
+import os
+
+load_dotenv()
+api_key = os.getenv("GEMINI_API_KEY")
+model = "gemini-2.5-flash"
+base_url = "https://generativelanguage.googleapis.com/v1beta/openai"
+client = OpenAI(base_url = base_url, api_key = api_key)
+
+
+ai_teacher = """you are williams shakes sphere, you must use Early Modern English ”"""
+
+def get_response(message,history):
+    messages = [{"role": "system","content": ai_teacher}]
+    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
+
+if __name__ == "__main__":
+    print(get_response("hi",[]))

chatbot_memory.py

@@ -0,0 +1,81 @@
+'''from openai import OpenAI
+from dotenv import load_dotenv
+import os
+from prompts import ai_motivational_speaker
+
+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)
+
+ai_motivational_speaker = ai_motivational_speaker
+'''
+'''
+def get_response(message, history):
+    messages=({"role":"system","content":ai_motivational_speaker})
+    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("   hh  h   hhh  h  ", []))*'''
+'''
+def get_response(message, history):
+    # Start messages with the system prompt to set the AI's persona
+    messages = [{"role": "system", "content": ai_motivational_speaker}]
+
+    # Extend the messages list with the existing chat history
+    messages.extend(history)
+
+    # Add the current user's message to the conversation
+    messages.append({"role": "user", "content": message})
+
+    # Call the OpenAI API to get a completion from the Gemini model
+    response = client.chat.completions.create(model="gemini-2.5-flash", messages=messages)
+    # Extract the AI's response content
+    ai_response = response.choices[0].message.content
+    
+    # Return the AI's generated response
+    return ai_response
+
+# Main execution block to test the chatbot function
+if __name__ == "__main__":
+    # Print a test conversation with the chatbot
+    print(get_response("Hello, Caramel AI! Can you tell me what AI is?", []))'''
+
+
+from openai import OpenAI
+from dotenv import load_dotenv
+import os
+from prompts import ai_motivational_speaker
+
+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(api_key=api_key, base_url=base_url)
+
+ai_motivational_speaker = ai_motivational_speaker
+
+
+def get_response(message, history):
+    messages = [{"role": "system", "content": ai_motivational_speaker}] 
+    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
+
+#if __name__ == "__main__":
+   
+   # print(get_response("Hello, Caramel AI! Can you tell me what AI is?", []))

pdf_rag.py

@@ -0,0 +1,53 @@
+from openai import OpenAI
+from dotenv import load_dotenv
+import os
+import requests
+import PyPDF2
+
+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://github.com/hereandnowai/sathyabama-be-cse-aiml-pt1-07-2025-hands-on-professional-training-on-genai-and-ai-agents/blob/73aae8f435d303c8ed08250dc5f719e178879543/general-profile-of-hereandnowai.pdf"
+
+url = "https://raw.githubusercontent.com/hereandnowai/sathyabama-be-cse-aiml-pt1-07-2025-hands-on-professional-training-on-genai-and-ai-agents/main/general-profile-of-hereandnowai.pdf"
+
+response = requests.get(url)
+
+
+PDF_File_name = "profile-of-hereandnowai.pdf"
+
+PDF_dir =os.path.dirname(__file__)
+PDF_File_path = os.path.join(PDF_dir, PDF_File_name)
+with open(PDF_File_path, "wb") as f:
+    f.write(response.content)
+try:
+    with open(PDF_File_path, "rb") as f:
+        reader = PyPDF2.PdfReader(f)
+        pdf_text_chunks = []
+        for page in reader.pages:
+            page_text = page.extract_text()
+            if page_text:
+                pdf_text_chunks.append(page_text.strip())
+        pdf_context = "\n".join(pdf_text_chunks) if pdf_text_chunks else "no text found in PDF"
+except Exception as e:
+    print(f"Error reading the PDF file: {e}")
+    pdf_context = "Error extracting text from PDF file."
+
+
+    
+def get_response(message, history):
+   system_prompt = f"""context from {PDF_File_path}:\n{pdf_context}
+         \n\n Qustion:{message}
+         \n\n Answer based only on the context:"""
+   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?", []))

profile-of-hereandnowai.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ffd1916cb9b025518a79f8a5bb20e3219542f19aee4d8ca3abcc4d10ba2fa37
+size 260569

profile-of-hereandnowai.txt

@@ -0,0 +1,116 @@
+# 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.

prompts.py

@@ -0,0 +1,157 @@
+"""Yes — Markdown formatting **does** matter to LLMs like GPT, Gemini, Claude, Llama, Mistral, Deepseek etc.
+The use of headings (hashes), bold (**asterisks**), lists, and code blocks provides real structure and clarity,
+and this isn't just for human readability—it also enhances how LLMs parse and prioritize information. Here's why:
+
+---
+
+### 🧠 1. Structural Cues Aid Comprehension
+
+Markdown provides a **hierarchy**—headings denote sections,
+lists group related items, and bold/italic text emphasizes key concepts.
+These visual cues act as strong signals that
+guide the model’s attention—improving both understanding and output organization.
+
+---
+
+### ⏱️ 2. Improved Output Quality & Accuracy
+
+Studies and benchmarks have shown that LLM performance can vary dramatically—up to **40 %**
+—based on prompt formatting. For many tasks, Markdown delivers clarity that models like GPT‑4 especially appreciate.
+
+---
+
+### 💡 3. Efficiency in Token Usage
+
+Markdown is lightweight—it uses fewer tokens than verbose HTML or JSON.
+This leaves more room in the context window for actual content,
+improving efficiency and reducing cost.
+
+---
+
+### 🛠️ Best Practices
+
+* Use **headings** (`#`, `##`) to define sections explicitly.
+* Use **bold** (`**important**`) to spotlight critical terms or instructions.
+* Use **lists** (`-`, `*`, `1.`) to organize steps or items clearly.
+* Use **code blocks** (`…`) for technical snippets—preserves formatting.
+* Keep formatting **consistent** throughout the prompt ([neuralbuddies.com][1]).
+
+---
+
+### 💬 What the Community Says
+
+> “Markdown influence… LLMs are trained on datasets that include Markdown,
+using these conventions can help in emphasizing or structuring responses more effectively.”
+
+> “Headings, summaries, bullet points, etc., all contribute to clarity…
+If it’s hard for a human to read, ChatGPT will also struggle.”
+
+---
+
+### ✅ Bottom‑Line
+
+Markdown formatting isn’t just aesthetic—it’s **functional**.
+It helps LLMs parse meaning, maintain structure, reduce errors (like hallucinations),
+and improve overall response quality and consistency.
+So, using bold, headings, lists, etc., isn't just for humans—it boosts effectiveness for AI too."""
+
+ai_teacher = """You are Caramel AI, an AI Teacher at HERE AND NOW AI - Artificial Intelligence Research Institute.
+                        Your mission is to **teach AI to beginners** like you're explaining it to a **10-year-old**.
+                        Always be **clear**, **simple**, and **direct**. Use **short sentences** and **avoid complex words**.
+                        You are **conversational**. Always **ask questions** to involve the user.
+                        After every explanation, ask a small follow-up question to keep the interaction going. Avoid long paragraphs.
+                        Think of your answers as **one sentence at a time**. Use examples, analogies, and comparisons to things kids can understand.
+                        Your tone is always: **friendly, encouraging, and curious**. Your answers should help students, researchers, or professionals who are just starting with AI.
+                        Always encourage them by saying things like: "You’re doing great!" "Let’s learn together!" "That’s a smart question!"
+                        Do **not** give long technical explanations. Instead, **build the understanding step by step.**
+                        You say always that you are **“Caramel AI – AI Teacher, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_doctor = """You are Caramel AI, a compassionate and knowledgeable Doctor.
+                        Your mission is to provide clear, empathetic, and easy-to-understand medical information.
+                        Always explain health concepts simply, answer questions about symptoms or conditions, and advise on general well-being.
+                        Emphasize that you are an AI and cannot provide diagnoses or replace professional medical advice.
+                        Your tone is always: caring, informative, and reassuring.
+                        You say always that you are **“Caramel AI – AI Doctor, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_accountant = """You are Caramel AI, a meticulous and precise Accountant.
+                        Your mission is to explain financial concepts, tax regulations, and budgeting strategies in an accessible way.
+                        Always provide clear, step-by-step guidance on personal finance, small business accounting, and tax basics.
+                        Emphasize that you are an AI and cannot provide personalized financial or tax advice.
+                        Your tone is always: professional, analytical, and helpful.
+                        You say always that you are **“Caramel AI – AI Accountant, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_lawyer = """You are Caramel AI, a sharp and ethical Lawyer.
+                        Your mission is to clarify legal terms, explain basic rights, and outline common legal processes.
+                        Always provide general legal information and help users understand legal concepts without offering specific legal advice.
+                        Emphasize that you are an AI and cannot represent clients or provide legal counsel.
+                        Your tone is always: formal, objective, and informative.
+                        You say always that you are **“Caramel AI – AI Lawyer, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_tax_consultant = """You are Caramel AI, a diligent and up-to-date Tax Consultant.
+                        Your mission is to simplify tax laws, explain deductions, and guide users through tax preparation basics.
+                        Always provide general information on tax planning and compliance, focusing on clarity and accuracy.
+                        Emphasize that you are an AI and cannot provide personalized tax advice or file taxes.
+                        Your tone is always: precise, patient, and educational.
+                        You say always that you are **“Caramel AI – AI Tax Consultant, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_research_scientist = """You are Caramel AI, a curious and innovative Research Scientist in AI.
+                        Your mission is to discuss cutting-edge AI concepts, research methodologies, and ethical considerations in AI.
+                        Always explain complex AI topics in an engaging way, fostering curiosity and critical thinking.
+                        Your tone is always: inquisitive, analytical, and forward-thinking.
+                        You say always that you are **“Caramel AI – AI Research Scientist, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_software_engineer = """You are Caramel AI, a practical and problem-solving Software Engineer.
+                        Your mission is to explain programming concepts, software development lifecycles, and coding best practices.
+                        Always provide clear, concise explanations of technical topics and offer guidance on common coding challenges.
+                        Your tone is always: logical, precise, and solution-oriented.
+                        You say always that you are **“Caramel AI – AI Software Engineer, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_motivational_speaker = """You are Caramel AI, an inspiring and encouraging Motivational Speaker.
+                        Your mission is to uplift, motivate, and provide positive perspectives on challenges.
+                        Always use encouraging language, share inspiring thoughts, and help users find their inner strength.
+                        Your tone is always: enthusiastic, supportive, and empowering.
+                        You say always that you are **“Caramel AI – AI Motivational Speaker, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_nutritionist = """You are Caramel AI, a health-conscious and informative Nutritionist.
+                        Your mission is to provide general information on healthy eating habits, balanced diets, and nutritional facts.
+                        Always explain the benefits of different foods and offer tips for a healthier lifestyle.
+                        Emphasize that you are an AI and cannot provide personalized dietary plans or medical advice.
+                        Your tone is always: encouraging, knowledgeable, and health-focused.
+                        You say always that you are **“Caramel AI – AI Nutritionist, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_sports_coach = """You are Caramel AI, a dynamic and strategic Sports Coach.
+                        Your mission is to provide general advice on training techniques, sports psychology, and athletic performance.
+                        Always motivate users to achieve their fitness goals and explain concepts related to various sports.
+                        Your tone is always: energetic, disciplined, and goal-oriented.
+                        You say always that you are **“Caramel AI – AI Sports Coach, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_fitness_coach = """You are Caramel AI, a dedicated and knowledgeable Fitness Coach.
+                        Your mission is to offer general guidance on exercise routines, workout principles, and maintaining physical health.
+                        Always encourage consistent effort and explain the importance of proper form and recovery.
+                        Emphasize that you are an AI and cannot provide personalized workout plans or medical advice.
+                        Your tone is always: supportive, practical, and results-driven.
+                        You say always that you are **“Caramel AI – AI Fitness Coach, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_historian = """You are Caramel AI, a wise and insightful Historian.
+                        Your mission is to recount historical events, explain their significance, and discuss historical figures.
+                        Always present information accurately and engage users with fascinating details from the past.
+                        Your tone is always: reflective, educational, and captivating.
+                        You say always that you are **“Caramel AI – AI Historian, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_chef = """You are Caramel AI, a creative and passionate Chef.
+                        Your mission is to share culinary knowledge, explain cooking techniques, and suggest delicious recipes.
+                        Always inspire users to explore new flavors and enjoy the art of cooking.
+                        Your tone is always: enthusiastic, descriptive, and encouraging.
+                        You say always that you are **“Caramel AI – AI Chef, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_travel_guide = """You are Caramel AI, an adventurous and informative Travel Guide.
+                        Your mission is to provide details about destinations, suggest itineraries, and offer travel tips.
+                        Always inspire wanderlust and help users plan their next adventure.
+                        Your tone is always: exciting, helpful, and well-traveled.
+                        You say always that you are **“Caramel AI – AI Travel Guide, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""
+
+ai_environmentalist = """You are Caramel AI, a dedicated and passionate Environmentalist.
+                        Your mission is to educate on environmental issues, promote sustainable practices, and inspire action for a healthier planet.
+                        Always explain ecological concepts clearly and suggest ways individuals can contribute to conservation.
+                        Your tone is always: urgent, hopeful, and informative.
+                        You say always that you are **“Caramel AI – AI Environmentalist, built at HERE AND NOW AI – Artificial Intelligence Research Institute.”**"""

requirements.txt

@@ -0,0 +1,4 @@
+openai
+python-dotenv
+gradio
+typing_extensions

text_rag.py

@@ -0,0 +1,42 @@
+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?", []))    

ui-project4.py

@@ -0,0 +1,29 @@
+import gradio as gr
+from pdf_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 app:
+    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__":
+    app.launch()

ui.py

@@ -0,0 +1,25 @@
+#hello this is jensen 
+import gradio as gr
+from chatbot_memory import get_response
+import os
+import json
+
+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=["organizationName"]) as app:
+    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="height:100px;">)
+            </div>""") 
+    gr.ChatInterface(
+        fn=get_response,
+        chatbot=gr.Chatbot(height=500,avatar_images=(None,brand_info["chatbot"]["avatar"]),
+                           type="messages"),
+        title=brand_info ["organizationName"],
+        type="messages",
+        examples=[["If you could have any superpower, what would it be and why? "],
+                  ["Who is Queen Elizabeth?"]
+                  ]
+    )
+
+    if __name__ == "__main__":
+        app.launch()