## AI - RAG -FINETUNING ![20240715210016](img/Gen_AI.png) ![VETOR_HYBRID](img/VETOR_HYBRID.png) ![adaptive_rag](img/adaptive_rag.png) ![agentic_rag](img/agentic_rag.png) ![agentic_rag_with_llamaindex](img/agentic_rag_with_llamaindex.png) ![combining_langchain_llamaindex](img/combining_langchain_llamaindex.png) ![components_llm](img/components_llm.png) ![custon_rag_chatbot](img/custon_rag_chatbot.png) ![enhancing_llm](img/enhancing_llm.png) ![evaluation](img/evaluation.png) ![genAITools](img/genAITools.png) ![how_llms_are_built](img/how_llms_are_built.png) ![improving_rag_pipeline](img/improving_rag_pipeline.png) ![langchain_lliamaindex](img/langchain_lliamaindex.png) ![lang_chain](img/lang_chain.png) ![LLMS](img/LLMS.jpg) ![llms_framework](img/llms_framework.png) ![LLMs_roadmap_scientist](img/LLMs_roadmap_scientist.png) ![llm_agents](img/llm_agents.png) ![llm_evaluation_metric_score](img/llm_evaluation_metric_score.png) ![methods_imprving_llms](img/methods_imprving_llms.png) ![multimodal_rag_using_llamaindex](img/multimodal_rag_using_llamaindex.png) ![q&a_lagchain](img/q&a_lagchain.png) ![rag_best_practices](img/rag_best_practices.png) ![rag_enhancement](img/rag_enhancement.png) ![semantic_caching](img/semantic_caching.png) ![vetor_search](img/vetor_search.png) ![Advanced_RAG](img/Advanced_RAG.png) ![Self_Learning_LLMs](img/Self_Learning_LLMs.png) ![Modular_RAG_Framework](img/Modular_RAG_Framework.png) ![Advanced_RAG_Tecniques](img/Advanced_RAG_Tecniques.png) ![Embedding_Models_RAG](img/Embedding_Models_RAG.png) ![Developing_LLM](img/Developing_LLM.png) ![Semantic_Search](img/Semantic_Search.png) ![Knowledge_Graph_RAG_Single_Store](img/Knowledge_Graph_RAG_Single_Store.png) ![Two_Stage_Retrieval_System](img/Two_Stage_Retrieval_System.png) ![Text_Knowledge_Graph_Embeddings](img/Text_Knowledge_Graph_Embeddings.png) ![Agent_Framework_Executing_LLM](img/Agent_Framework_Executing_LLM.png) ![Systematic_RAG_Worfflow](img/Systematic_RAG_Worfflow.png) ![AI_Real_World](img/AI_Real_World.png) ![RAG_UsingLlama3](img/RAG_UsingLlama3.png) ![LLM_Chunking_Strategies](img/LLM_Chunking_Strategies.png) ![RAG_Retrieval_Sources](img/RAG_Retrieval_Sources.png) ![Retrieval_Augmente_Generation](img/Retrieval_Augmente_Generation.png) ![RAG_Stack](img/RAG_Stack.png) ![Text_Splitting_RAG](img/Text_Splitting_RAG.png) ![Advanced_RAG_LIamaIndex_Claude3](img/Advanced_RAG_LIamaIndex_Claude3.png) ![avoid_rag](img/avoid_rag.png) ![first_llm](img/first_llm.png) ![fluxo_rag](img/fluxo_rag.png) ![rag_pain_point](img/rag_pain_point.png) ![rag_query_response](img/rag_query_response.png) ![rag_reranking](img/rag_reranking.png) ![RAG_Native_Advanced_Modular](img/RAG_Native_Advanced_Modular.gif) ![semantic_entropy](img/semantic_entropy.png) ![Survey_Mixture_Experts](img/Survey_Mixture_Experts.png) ![VETOR_HYBRID](img/VETOR_HYBRID.png) ![XGBoost](img/XGBoost.png) # PyTorch_model
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