Jakub Krzak

JakubKrzak/Production-RAG

Production-ready Retrieval-Augmented Generation (RAG) system built with FastAPI, OpenAI and Qdrant. Modular architecture focused on scalability.

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2

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0

Język

HTML

JakubKrzak/document-rag

Production-ready RAG backend API. Document ingestion pipeline with async parsing, semantic chunking and embedding. Built with FastAPI, PostgreSQL and Docling.

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1

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1

Język

Python

JakubKrzak/credit-classification-ml

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0

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0

Język

Jupyter Notebook

JakubKrzak/rag-systems

Step-by-step implementation of a Retrieval-Augmented Generation (RAG) system built from first principles, focusing on architecture, embeddings, vector search, and LLM integration.

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0

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0

Język

Python

JakubKrzak/social_media_app

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0

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0

Język

Python