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# RAG Agent with Cohere 🤖
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# RAG Agent with Cohere
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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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langgraph==0.2.53
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langchain==0.3.12
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langchain==0.3.11
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langchain-community==0.3.12
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langchain-community==0.0.10
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langchain-core==0.3.25
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langchain-cohere==0.3.2
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langchain-qdrant==0.2.0
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cohere==5.11.4
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cohere==5.11.4
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qdrant-client==1.12.1
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qdrant-client==1.12.1
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duckduckgo-search==4.1.1
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duckduckgo-search==6.4.1
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streamlit==1.40.2
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streamlit==1.40.2
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langchain-cohere==0.3.2
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tenacity==9.0.0
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langchain-qdrant==0.2.0
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typing-extensions==4.12.2
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pydantic==2.9.2
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pydantic-core==2.23.4
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langgraph==0.2.53
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