End To End RAG Agent With DeepSeek-R1 And Ollama

github: https://github.com/krishnaik06/Gen-AI-With-Deep-Seek-R1
In this video we wwill developing RAG application with the help of DeepSeek R1 and Ollama. We will be using OllamaEmbedding and in memeory vector store.
Released in January 2025, this model is based on DeepSeek-V3 and is focused on advanced reasoning tasks directly competing with OpenAI's o1 model in performance, while maintaining a significantly lower cost structure. Like DeepSeek-V3, the model has 671 billion parameters with a context length of 128,000
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