Muhammad Aqeel

Muhammad Aqeel Student of BSCS | Data Scientist | EDA |Data Visualization in python & Tableau | Chat bot developer | Generative AI | AI & ML engineer

17/12/2024

AI agents are a type of artificial intelligence (AI) system that can understand and respond to customer inquiries without human intervention. They are created using an agent builder, like Agentforce, and rely on machine learning and natural language processing (NLP) to handle a wide range of tasks. These intelligent agents can include anything from answering simple questions to resolving complex issues β€” even multi-tasking. Most importantly, AI agents can continuously improve their own performance through self-learning. This is distinct from traditional AI, which requires human input for specific tasks.

https://python.langchain.com/v0.1/docs/modules/agents/


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12/12/2024

I went to an event πŸŽ‰. This is the purpose of the event: students can ask their questions πŸ™‹β€β™‚οΈπŸ€”, and it is related to AI technology πŸ€–πŸ’‘. This event was organized by Xeven Solutions 🏒.

The personalities present at this event were

Irfan Malik

Dr. Sheraz Naseer

Professor Dr Javed Iqbal

Shahid Lone

🌐 Exciting New! 🌐I’m proud to share that I’ve completed my certification in LLM Chain Agent Tools from Arize University!...
05/12/2024

🌐 Exciting New! 🌐

I’m proud to share that I’ve completed my certification in LLM Chain Agent Tools from Arize University! πŸ“œπŸ€–

This program has expanded my understanding of Language Learning Models (LLMs) and given me hands-on experience with advanced agent tools to enhance AI capabilities. With these new skills, I’m ready to build even smarter and more responsive AI systems!

Thank you to Arize Universit for this amazing opportunity. Looking forward to applying these skills in my future projects! πŸš€

Sir Irfan Malik , Sir Dr. Sheraz Naseer ,Sir Muhammad Haris


πŸš€ Excited to share my latest achievement! πŸŽ‰πŸ“š I’ve successfully completed the LangChain Chat with Your Data course by Dee...
21/11/2024

πŸš€ Excited to share my latest achievement! πŸŽ‰

πŸ“š I’ve successfully completed the LangChain Chat with Your Data course by DeepLearning.AI! 🌟

πŸ’‘ What I Learned:

πŸ‘‰ How to integrate LLMs with LangChain πŸ€–

πŸ‘‰ Building custom chatbots for specific data πŸ“Š

πŸ‘‰ Creating AI-driven conversational experiences πŸ’¬

This course has been a game-changer in understanding how to leverage AI for personalized solutions. 🧠✨


Aqeel Islam, congratulations on completing LangChain Chat with Your Data!

🌟 Exciting News! 🌟I’m thrilled to share that I’ve earned a Google Cloud Platform Badge in Introduction to Generative AI!...
12/11/2024

🌟 Exciting News! 🌟

I’m thrilled to share that I’ve earned a Google Cloud Platform Badge in Introduction to Generative AI! πŸ€–βœ¨

This badge has introduced me to the fascinating world of generative AI, covering essential concepts and tools that make it possible to create AI-driven content and applications. I’m excited to dive deeper into this cutting-edge field and explore the endless possibilities of generative AI!

Thank you, Google Cloud for this opportunity to grow and learn. Onward to more AI adventures! πŸš€

Sir Irfan Malik ,Sir Dr. Sheraz Naseer , Sir Muhammad Haris

This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI apps.

02/11/2024

πŸš€ Project Update! πŸš€

I’ve just upgraded my Flask chatbot app with some cool new features! πŸŽ‰ Here’s what’s new:

1️⃣ Language Options: Now supports both English and Urdu! πŸ‡ΊπŸ‡ΈπŸ‡΅πŸ‡° 2️⃣ Speak Button: Added a speak button so the chatbot can respond with audio!
3️⃣Play Audio Button: Now, every AI response comes with an option to listen! πŸŽ™οΈ
πŸŽ™οΈπŸ‘‚
4️⃣Clear Chat Button: You can now clear the chat for a fresh start anytime! πŸ§ΉπŸ—‘οΈ

Developing this project has been an amazing experience, and these new features make it even more interactive and user-friendly! πŸ€–πŸ’¬

Sir Irfan Malik ,Sir Dr. Sheraz Naseer ,Sir Muhammad Haris

Devsinc
Xeven Solutions
DeepLearning.AI
Google
OpenAI


31/10/2024

πŸš€ Exciting News! πŸš€

I’ve developed my first chatbot app using the Flask library! πŸŽ‰ It’s a simple chatbot that allows us to ask AI-related questions and get instant answers! πŸ’»πŸ€– This is my first project with Flask, and it’s been an amazing experience! 😊

Features: πŸ”Ή AI-Based Q&A: The chatbot can answer your AI and tech-related questions! πŸ€”πŸ€© πŸ”Ή Easy to Use: Flask made it super easy to develop and keep the app user-friendly! πŸ’‘πŸ’»

Sir Irfan Malik ,Sir Dr. Sheraz Naseer ,Sir Muhammad Haris

Xeven Solutions
Devsinc
Google
DeepLearning.AI
OpenAI


Introduction: This app is a multilingual Rag voice conversation chatbot that enables users to interact through voice in ...
27/10/2024

Introduction: This app is a multilingual Rag voice conversation chatbot that enables users to interact through voice in languages like English, Urdu, French, Chinese, and Arabic. It utilizes Google Generative AI to generate responses based on user inputs and maintains a conversational flow. Users can upload documents for context, enhancing the chatbot's ability to provide relevant answers. The app also features text-to-speech functionality, allowing responses to be heard aloud. Overall, it combines advanced natural language processing with a user-friendly interface for an engaging experience.

Workflow:
1. User Interaction:
- The user selects their *language (Urdu/English, French Chinese , Arabic)* and mode (*General Q/A* or *Document Q/A*).
- The user can ask questions via voice using speech-to-text or upload documents for document-based Q/A.

2. AI Response:
- For *general questions*, the user's speech is converted into text and passed to **Google Gemini* for generating responses.
- For *document Q/A*, the uploaded document is processed into text chunks, stored in a vector database, and the question is matched with relevant chunks for an accurate response.

3. Text-to-Speech:
- The AI response is converted into an audio file using *gTTS*, allowing the user to listen to the response in their preferred language.

4. User Experience:
- The interface visually differentiates user questions from bot responses.
- Users receive both *text and audio responses*.
- *Personalized profiles* streamline the experience for returning users.
- The *conversation history* can be downloaded for record-keeping.

Sir Irfan Malik ,Sir Dr. Sheraz Naseer ,Sir Muhammad Haris




This app was built in Streamlit! Check it out and visit https://streamlit.io for more awesome community apps. 🎈

🌟 Exciting News! 🌟I am thrilled to share that I have successfully completed the Supervised Machine Learning: Classificat...
24/10/2024

🌟 Exciting News! 🌟

I am thrilled to share that I have successfully completed the Supervised Machine Learning: Classification and Regression from DeepLearning.AI! πŸŽ“πŸ€–

This course has deepened my understanding of machine learning algorithms, helping me master techniques for classification and regression. I'm now even more equipped to build and train models that can solve real-world problems and drive impactful data insights.

Sir Irfan Malik ,Sir Dr. Sheraz Naseer , Sir Muhammad Haris

Xeven Solutions
Devsinc
DeepLearning.AI
Google



24/10/2024
I’m excited to share that I’ve earned my Data Visualization in Tableau certification from Great Learning! πŸ“Šβœ¨This certifi...
23/10/2024

I’m excited to share that I’ve earned my Data Visualization in Tableau certification from Great Learning! πŸ“Šβœ¨

This certification has provided me with valuable insights into turning complex data into clear, actionable visuals. With Tableau, I can now create compelling and interactive dashboards that help drive data-driven decisions. I can’t wait to use these skills in future projects!

Sir Irfan Malik , Sir Dr. Sheraz Naseer Sir Muhammad Haris

Xeven Solutions
Devsinc



🌟 Exciting News! 🌟I am thrilled to share that I have successfully completed the Artificial Intelligence Fundamentals cer...
19/10/2024

🌟 Exciting News! 🌟

I am thrilled to share that I have successfully completed the Artificial Intelligence Fundamentals certification from Great Learning! πŸŽ“βœ¨

This course has equipped me with essential knowledge and skills in AI, laying a strong foundation for my journey in this rapidly evolving field. I am eager to apply what I've learned to real-world projects and continue my growth in the world of Artificial Intelligence.

Sir Irfan Malik , Sir Dr. Sheraz Naseer , Sir Muhammad Haris



21/09/2024

This Streamlit app is a **RAG voice-chatbot** powered by **Google Generative AI** (Gemini model) 🌟, perfect for conversational question answering in **Urdu** and **English** 🌐.

# # # Key Features:

1. **Speech-to-Text Input** 🎀:
- Users can give voice input in **Urdu** or **English**, which is converted to text using the `speech_to_text()` function πŸ“.
- The recognized text is shown for confirmation βœ”οΈ.

2. **Language Selection** πŸ—£οΈπŸŒ:
- A **sidebar** lets users choose between **Urdu** πŸ‡΅πŸ‡° and **English** πŸ‡¬πŸ‡§. The chatbot responds in the selected language.

3. **AI-Powered Responses** πŸ€–πŸ’¬:
- The app uses **Google’s Gemini AI model** to generate **intelligent responses** based on the user’s input πŸ’‘.
- For **General Q/A**, user voice inputs are processed, and the bot generates appropriate answers πŸ“š.

4. **Text-to-Speech Output** πŸ”Š:
- The chatbot’s replies are converted to speech using `gTTS` πŸ—£οΈ, and the audio is played automatically 🎧. Responses are saved and played back as audio πŸ”.

5. **Conversation History** πŸ•°οΈ:
- Both user inputs and AI responses are displayed in a chat-like interface πŸ’¬, styled for better readability 🎨.
- Users can download their conversation as a **text file** πŸ“‚ for later use.

6. **Document Q/A** πŸ“„β“:
- In this mode, users can upload **PDF** or **DOCX** files πŸ“₯. The app extracts the text πŸ“ and processes it for document-based queries.
- The document’s content is split into smaller chunks πŸ“š, making it easier for the AI to find relevant information when answering questions πŸ”.

7. **Vector Store for Document Q/A** 🧠:
- The app uses **FAISS** to create a **vector store** of the document’s text, allowing for efficient retrieval based on user questions ⚑.

8. **Chat Interface** πŸ’»:
- A custom-designed chat interface shows user questions and AI responses with **stylish formatting** ✨.
- Users can also **clear the chat** 🧹 and **download** the conversation for future reference πŸ“„.

# # # Additional Features:
- **Clear Chat Button** 🧽: A button to reset the chat history πŸ”„.
- **File Uploader** πŸ—‚οΈ: Upload **PDF** or **Word** files for document-based Q/A πŸ“€.
- **API Integration** πŸ”‘: Requires a **Google API key** to use the **Gemini model** for response generation 🌐.

This app merges **speech recognition**, **AI conversations**, and **document analysis** into a fun and interactive **multilingual chatbot experience** 🀩!

Sir Irfan Malik , Sir Dr. Sheraz Naseer , Sir Muhammad Haris

Xeven Solutions
Devsinc
OpenAI
DeepLearning.AI


20/09/2024
19/09/2024

🌐 Super Chatbot Web App: Your Ultimate Communication Companion!

Welcome to a new era of intelligent conversation! Super Chatbot is your all-in-one solution, harnessing the power of cutting-edge Hugging Face models for a seamless and enriching user experience. πŸ€–βœ¨

Key Features:

πŸ“‘ Text Summarization: Condense information effortlessly! Our advanced text summarization model distills lengthy content into concise summaries, saving you time and enhancing comprehension. πŸ“„βž‘οΈπŸ“‘

πŸ–ΌοΈ Image to Text: Transform images into words! Simply upload an image, and our model converts visual content into meaningful text, opening up a world of possibilities for content analysis. πŸ“Έβž‘οΈπŸ–‹οΈ

πŸ˜ŠπŸ“ˆ Sentiment Analysis: Understand the emotions in text! Whether it's customer feedback or social media posts, our sentiment analysis model decodes sentiments with accuracy, helping you gauge user reactions. πŸ˜ƒπŸ˜”

πŸ”€βž‘οΈπŸ”Š Text to Audio: Give your words a voice! Convert text into high-quality audio, making information accessible to everyone. Ideal for audiobooks, announcements, or enhancing the accessibility of your content. πŸ“šπŸ”Š

πŸ“βž‘οΈπŸ—£οΈ Text to Speech: Your words, spoken naturally! Generate lifelike speech from text, adding a personal touch to your application. Perfect for virtual assistants, customer support, and beyond. πŸ—£οΈπŸ€–

Why Super Chatbot?

✨ Enhanced Communication: Foster meaningful interactions with versatile communication tools.

βš™οΈ User-Friendly: A simple and intuitive interface for effortless integration and usage.

πŸš€ Powered by Hugging Face: Leverage state-of-the-art language models for unparalleled performance.

πŸ’¬ Global Chatbot Community: Join a thriving community of developers and users shaping the future of conversational AI.

Upgrade your communication game with Super Chatbot Web App – where innovation meets conversation! πŸš€πŸ—¨οΈ


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