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Cognidesk
Knowledge retrieval and organization platform exploring Retrieval-Augmented Generation (RAG), vector databases (Qdrant), and microservice AI pipelines.
Description
Knowledge retrieval and organization platform exploring Retrieval-Augmented Generation (RAG), vector databases (Qdrant), and microservice AI pipelines.
The Experiment
Built to unify fragmented notes into a searchable AI-assisted knowledge system.
Core Insights
Explored vector embeddings, chunking strategies, and RAG retrieval pipelines connecting LLMs to custom knowledge repositories.
Tech Stack
Node.jsNext.jsDockerQdrantKafkaOllama
Tools & Concepts Learned
Retrieval-Augmented Generation (RAG)Vector EmbeddingsQdrant Vector DB
Deployment Status
Offline / Development
Microservice AI stack undergoing optimization.
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