├── 01_Introduction_To_RAG.ipynb ├── 02_Query_Transformations.ipynb ├── 03_Routing_To_Datasources.ipynb ├── 04_Indexing_To_VectorDBs.ipynb ├── 05_Retrieval_Mechanisms.ipynb ├── 06_Self_Reflection_Rag.ipynb ├── 07_Agentic_Rag.ipynb ├── 08_Adaptive_Rag_Agent.ipynb ├── 09_Corrective_RAG_Agent.ipynb ├── 10_LLAMA_3_Rag_Agent_Local.ipynb ├── README.md └── img ├── Advanced RAG Components.png ├── Llama3_Agent.png ├── Multi Query Retriever.jpg ├── RAG_User_Flow.jpg ├── adaptive rag agent.png ├── agentic rag.png ├── corrective rag.png └── self rag.png /01_Introduction_To_RAG.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/01_Introduction_To_RAG.ipynb -------------------------------------------------------------------------------- /02_Query_Transformations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/02_Query_Transformations.ipynb -------------------------------------------------------------------------------- /03_Routing_To_Datasources.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/03_Routing_To_Datasources.ipynb -------------------------------------------------------------------------------- /04_Indexing_To_VectorDBs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/04_Indexing_To_VectorDBs.ipynb -------------------------------------------------------------------------------- /05_Retrieval_Mechanisms.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/05_Retrieval_Mechanisms.ipynb -------------------------------------------------------------------------------- /06_Self_Reflection_Rag.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/06_Self_Reflection_Rag.ipynb -------------------------------------------------------------------------------- /07_Agentic_Rag.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/07_Agentic_Rag.ipynb -------------------------------------------------------------------------------- /08_Adaptive_Rag_Agent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/08_Adaptive_Rag_Agent.ipynb -------------------------------------------------------------------------------- /09_Corrective_RAG_Agent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/09_Corrective_RAG_Agent.ipynb -------------------------------------------------------------------------------- /10_LLAMA_3_Rag_Agent_Local.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/10_LLAMA_3_Rag_Agent_Local.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/README.md -------------------------------------------------------------------------------- /img/Advanced RAG Components.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/Advanced RAG Components.png -------------------------------------------------------------------------------- /img/Llama3_Agent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/Llama3_Agent.png -------------------------------------------------------------------------------- /img/Multi Query Retriever.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/Multi Query Retriever.jpg -------------------------------------------------------------------------------- /img/RAG_User_Flow.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/RAG_User_Flow.jpg -------------------------------------------------------------------------------- /img/adaptive rag agent.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/adaptive rag agent.png -------------------------------------------------------------------------------- /img/agentic rag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/agentic rag.png -------------------------------------------------------------------------------- /img/corrective rag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/corrective rag.png -------------------------------------------------------------------------------- /img/self rag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/GURPREETKAURJETHRA/Advanced_RAG/HEAD/img/self rag.png --------------------------------------------------------------------------------