Xylia

What it does

Xylia is an advanced AI meeting assistant using Gemini as its backbone that bridges knowledge gap in meetings to optimize productivity. Key features:
1. Real-time Query Handling: Xylia streams Google Meet transcripts and uses Gemini’s chat with history to provide real time answers in meetings. Questions are analyzed for context, then processed using Gemini’s semantic embeddings to fetch relevant documents from Firestore via KNN-based retrieval.
2. Intelligent Prompts: A hybrid approach leveraging SLMs and LLMs is used for prompting. An open-source SLM detects unanswered questions which is then processesd by Gemini to provide precise answers. This hybrid approach helps in optimizing cost and performance.
3. Visual Content Analysis: Gemini’s Vision API answers questions regarding visual presentation content, like flowcharts, and integrates this data within the chat session for enhanced context awareness.
4. Comprehensive Summaries: Post-meeting, Xylia generates detailed summaries and action items using Gemini, ensuring all key points are captured.
5. Powerful Search Capabilities: The website chatbot uses Retrieval-Augmented Generation (RAG) to search past transcripts and documents. Documents are fetched via Notion API, converted to embeddings, and queried through Firestore for relevant information retrieval.