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# RAG Agent with Cohere
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# RAG Agent with Cohere ⌘R
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A RAG Agentic system built with Cohere's new model Command-r7b-12-2024, Qdrant for vector storage, Langchain for RAG and LangGraph for orchestration. This application allows users to upload documents, ask questions about them, and get AI-powered responses with fallback to web search when needed.
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A RAG Agentic system built with Cohere's new model Command-r7b-12-2024, Qdrant for vector storage, Langchain for RAG and LangGraph for orchestration. This application allows users to upload documents, ask questions about them, and get AI-powered responses with fallback to web search when needed.
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@ -247,7 +247,7 @@ def post_process(answer, sources):
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formatted_sources.append(formatted_source)
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formatted_sources.append(formatted_source)
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return answer, formatted_sources
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return answer, formatted_sources
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st.title("RAG Agent with Cohere 🤖")
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st.title("RAG Agent with Cohere ⌘R")
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uploaded_file = st.file_uploader("Choose a PDF or Image File", type=["pdf", "jpg", "jpeg"])
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uploaded_file = st.file_uploader("Choose a PDF or Image File", type=["pdf", "jpg", "jpeg"])
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