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Mindsera

AI-Powered Knowledge Tracking & Learning Ecosystem

Mindsera - AI-Powered Knowledge Tracking & Learning Ecosystem

Highlights

  • -Chrome extension tracking 30s+ browsing sessions to build personalized Knowledge Graphs
  • -Groq LLM + Sentence-Transformers for semantic embeddings on browsed content
  • -Neo4j Knowledge Graph maps concept relationships; Qdrant for vector search
  • -Dual-backend architecture (Node.js + FastAPI) processing real-time learning analytics
  • -Social-matching algorithm finds study partners by Knowledge Graph overlap

Stack

Next.jsReactFastAPINode.jsMongoDBNeo4jQdrantGroq APIPyTorchChrome Extension
Live demoGitHub