SmartDocAI

2025AI / Documents

A local PDF assistant that connects document ingestion, vector retrieval, and question answering. Ollama runs inference, ChromaDB stores embeddings, and a cross-encoder reranks retrieved passages.

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PythonOllamaChromaDB
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Overview

A local PDF assistant that connects document ingestion, vector retrieval, and question answering. Ollama runs inference, ChromaDB stores embeddings, and a cross-encoder reranks retrieved passages.

Stack

Python, Ollama, ChromaDB.

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Source code