2
1
Software Engineer and Volunteer Trainer
2 years of experience
Our goal is to develop a system that can take documents in any language and allow users from different parts of the world with different languages to interact with those documents. This can help spread knowledge without any language barrier. We are first testing it out with Quranic text, which is in Arabic, and building a chatGPT-style bot for question answering. In future, we would like to expand it to additional documents in any language. We first perform embedding of the text using Cohere's multilingual embed model and save those embeddings in a vector database, Pinecone DB in our case. We then take user queries and also embed them and perform a similarity-based search to provide the most relevant results based on the query. The app is currently deployed and publicly available. Streamlit app link: https://taqihaider7-tafsir-quran-sementic-search-llm-app-fwh2if.streamlit.app/
šļø This will be a 7-days of hacking and fun from 9-16 December š» Build with the latest AI tools from OpenAI to create innovative new apps š” Work with top AI professionals and learn from them āļø Create your AI app by combining GPT-3, Codex, Dalle-2, and Whisper š±āš» Register now and let's get started!
šļø This 7-day virtual hackathon from January 27 to February 3 will be your time to shine! š» Construct AI apps with the latest LLM-powered technology from Cohere and try the newly released Multilingual Text Understanding model āļø There's no prerequisite level. Just starting out with AI? Or perhaps you're a veteran Data Scientist? A Designer? A Business Developer? We want you and your domain expertise! š±āš» Sign up now for free and let's get going!