I am an experienced software engineer and architect working in the domains of Data nd AI.
The idea is to use Gemini's power of multi-modal power to get a better idea of a product using pictures, text, and documents. Our system will use Gemini AI to analyze product descriptions, and Compare different products and identify the best value proposition. Review product reviews by previous buyers and the repeat purchasing pattern by the same buyer. Recommend superior alternatives based on user preferences and market trends. Allow users to input information about their personality traits for personalized recommendations. Provide an insightful report explaining the reasoning behind each recommendation. Feature a chatbot interface to guide users through the product evaluation process. Product description could be provided through various means like:- URL of the product page, PDF copy of Product Description, Photo of Product itself, A click on the product page through a Chrome Plug-in, or pre-integrated in an e-commerce site, or in a mobile shopping app, where a photo of the product could be taken in real-time
25 Mar 2024
Using Vectara and Llamaindex we process tabular data using multiple models to get extremely accurate recommendations. Our solution can scrape product information from any e-commerce platform such as Amazon, Walmart, eBay, etc., and use RAG to incorporate customer-specific preferences to find out the best suitable products for price, features, ratings, etc. The solution facilitates the hybrid search mechanism i.e. keyword as well as semantic search capabilities. It also supports summarization for products e.g. concerning sales, trends, revenue, etc. The next steps are using a voice-enabled chatbot, and an alerting mechanism with product search across internet.
19 Apr 2024
Dive into the realm of cutting-edge Python scripting with our groundbreaking project, a marvel of modern technology and linguistic prowess. Our script ingeniously integrates with YouTube, harnessing its vast repository of videos, or effortlessly processes local video files. Leveraging the Whisper model, it deftly transcribes the audio content, converting spoken words into text with remarkable accuracy and speed. But that's just the beginning of our journey. The true magic unfolds as our script seamlessly bridges language barriers, employing a sophisticated array of translation APIs including M2M100, Google Translate, and the visionary GPT4. This convergence of machine learning and natural language processing heralds a new era of communication, where boundaries dissolve and understanding transcends linguistic limitations. The culmination of this technological symphony is a masterpiece of multimedia artistry: a video adorned with dual subtitles, weaving together the original transcript and its translated counterpart. Witness the fusion of innovation and creativity as our script breathes new life into content, enabling viewers around the globe to experience and engage with media in their native language.
16 May 2024
EZ-Read is a GenerativeAI comic book creation tool. It's primary use is for Creators who want to assemble a comic book using Generative AI for character, background images and book parsing with Generative AI summaries and metadata extractions, such as which characters are in which scenes. The tool was built for the hackathon in 3 apps (do to time zone differences) but will be a single platform ina future state. One thing we tried to forcus on was consistent character creation (in different poses). We got good results with Midjoureny, but there is no API. So we built our own using Stable Diffusion.
4 Jul 2024
Introducing GlobeInsight: Your Personal Country Information Guru. This innovative app leverages cutting-edge technologies to provide you with comprehensive and up-to-date information about countries worldwide. By integrating Streamlit for a seamless and interactive user interface, LlamaIndex and Llama3 for advanced data indexing and retrieval, together.ai for collaborative features, and Milvus for high-performance vector database management, GlobeInsight ensures that you have the best possible experience. Whether you're a traveller, student, or just curious about the world, GlobeInsight is your go-to resource for detailed country information, from cultural insights to economic data, all at your fingertips.
21 Jul 2024
**InsightGPT: Revolutionizing Data Analysis with GPT-4o** In today's data-driven world, the challenge isn't about having enough data but about transforming it into actionable insights. This is where InsightGPT steps in, leveraging the advanced capabilities of GPT-4o to turn vast, complex datasets into intuitive narratives and visualizations. By bridging the gap between raw data and meaningful insights, InsightGPT makes data analysis accessible and impactful for everyone, from business professionals to researchers. ### The Power of GPT-4o in Data Analysis GPT-4o, an advanced variant of OpenAI’s GPT-4, excels in understanding and extracting patterns from complex data. Unlike previous iterations, GPT-4o combines the ability to generate human-like text with the power to interpret intricate datasets. This makes InsightGPT a powerful tool for converting raw data into actionable insights, simplifying the analysis process, and making it accessible to a wider audience. ### Key Features of InsightGPT 1. **Natural Language Processing (NLP):** InsightGPT leverages sophisticated NLP to translate complex data into clear, understandable narratives. Users can ask questions in everyday language, and the platform delivers precise, context-aware responses. This democratizes data analysis, allowing users without technical expertise to engage deeply with their data and derive meaningful conclusions. 2. **Automated Data Processing:** InsightGPT streamlines the often tedious process of data preparation. It automatically cleans data, fills in missing values, and organizes it for analysis. This automation reduces the time and effort required to prepare data, enabling users to focus on insights rather than data management. ### Transforming the Future of Data Analysis InsightGPT is more than a tool; it's a revolution in how we interact with data. By combining the advanced capabilitie
2 Jun 2024