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Darya Petrashka

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You don't think about your Streamlit app optimization until you deploy it to AWSØredev 20252025-11-05
A Streamlit kana OCR prototype using the Hugging Face model "mango" loads repeatedly per session because Streamlit session_state doesn’t survive new tabs, so…
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Empower your Bedrock agent with GraphRAGØredev 20252025-11-05
Claims a hybrid RAG that combines Bedrock knowledge bases with an explicit graph stored in Amazon Neptune analytics and reports a measurable accuracy jump in…
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Building a HybridRAG Document Question-Answering SystemPyCon DE & PyData 20252025-04-23
Combining vector RAG retrieval with an explicit knowledge graph produces a hybrid system that raises correct-answer rates in a law/finance benchmark from ~57%…
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Unlock the Power of LLM: Build a HuggingFace AgentConf42 Python 20242024-02-29
Builds a working Hugging Face agent that chains real tools: uses Hugging Face Agents and OpenAI agent, requires a Hugging Face token and OpenAI key, and boots…
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