Maria Waheed@MariaWaheed

ReadAid.ai is a LangFlow and StreamLit based app for Dyslexia & ADHD reader friendly content search, structuring and display. It uses Web Search, Agents and Prompt Engineering to generate content on a given topic with suitable language, structure, formatting and display to help Dyslexic and ADHD readers. It was developed for LangFlow hackathon by lablab.ai A LangFlow Custom Component was developed for Content Generation. It uses Tavily Search API combined with a LangChain ReAct Agent for web scrapping, reasoning and content collection. This Custom Component is helpful to be reused for other LangFlow projects too. Research was done on readability for Dyslexia & ADHD readers to make guidelines with many considerations for structuring, formatting and displaying the content. Prompt Engineering was done and those guidelines were used inside a GPT-4o Prompt that generates an HTML with suitable formatting. A StreamLit App was developed that takes the topic as user input and uses the LangFlow Flow's JSON in the Python code, to get the result HTML and displays it.

AI BlogCurate is a Falcon LLM, LangChain and StreamLit based AI app for doing Top AI and Data Science Articles Search, Shortlisting, Analysis and Aspect based Rankings for given Topic. It's goal is to help Data Science and Artificial Intelligence students, enthusiasts and professionals in learning, acquiring skills learning and staying up-to-date through the best articles. AI BlogCurate searches for blogs/articles on the given topic from popular Data Science and AI articles websites including Medium/TowardsData Science, AnalyticsVidhya and KDNuggets. The articles are first short-listed by title relevance using Falcon-2 180B LLM using AI71 API. Then article content is scrapped and analyzed thoroughly through LLM. The scores of articles related to different aspects are computed and an overall rank is estimated. The Top 5 ranked articles urls and article information are displayed along with the scores for different aspects. Following are the Features of BlogCurate - Article Search, information extraction and analysis, from multiple sources. - Initial Shortlisting by Estimating article title relevance to topic. - Ranking and showing Top 5 Articles according to Overall Score. - Title, URL and Publish Date display. - Article Keywords extraction and display. - Publish Date Extraction - Score for Article Content Quality. - Score for Article Content Structure and Organization. - Score for Article Content Relevance. - Score for Article Practical Implementation Demonstration. - Score for Article Publish Date Recency. - Overall Article Score considering all aspects.