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@@ -71,116 +71,120 @@ markdown_extensions: | |
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nav: | ||
- Home: README.md | ||
- Prompt Engineering: | ||
- Prompting Techniques: PromptEngineering/README.md | ||
- Introduction: PromptEngineering/prompt_engineering.ipynb | ||
- Function Calling: PromptEngineering/function_calling.ipynb | ||
- RAG: | ||
- Introduction: RAG/README.md | ||
- RAG Techniques: | ||
- RAG from Scratch: | ||
- Overview: RAG/00_RAG_from_Scratch/README.md | ||
- Implementation: RAG/00_RAG_from_Scratch/RAG_in_10_lines.ipynb | ||
- Basic RAG: | ||
- Overview: RAG/01_Basic_RAG/README.md | ||
- Implementation: RAG/01_Basic_RAG/notebook.ipynb | ||
- Evaluation: RAG/01_Basic_RAG/notebook_eval.ipynb | ||
- BM25 RAG: | ||
- Overview: RAG/01_BM25_RAG/README.md | ||
- Implementation: RAG/01_BM25_RAG/notebook.ipynb | ||
- Data Ingestion: | ||
- Overview: RAG/01_Data_Ingestion/README.md | ||
- Data Parsing: RAG/01_Data_Ingestion/data_parsing.ipynb | ||
- Data Chunking: RAG/01_Data_Ingestion/data_chunking.ipynb | ||
- Data Embedding: RAG/01_Data_Ingestion/data_embedding.ipynb | ||
- Data Ingestion: RAG/01_Data_Ingestion/data_ingestion.ipynb | ||
- RAG Evaluation: | ||
- Overview: RAG/01_RAG_Evaluation/README.md | ||
- RAGAS: RAG/01_RAG_Evaluation/RAGAS.ipynb | ||
- DeepEval: RAG/01_RAG_Evaluation/deepeval.ipynb | ||
- TruLens: RAG/01_RAG_Evaluation/trulens.ipynb | ||
- Notebook: RAG/01_RAG_Evaluation/notebook.ipynb | ||
- RAG Observability: | ||
- Overview: RAG/01_RAG_Observability/README.md | ||
- Implementation: RAG/01_RAG_Observability/notebook.ipynb | ||
- ReRanker RAG: | ||
- Overview: RAG/02_ReRanker_RAG/README.md | ||
- Implementation: RAG/02_ReRanker_RAG/notebook.ipynb | ||
- Evaluation: RAG/02_ReRanker_RAG/notebook_eval.ipynb | ||
- Hybrid RAG: | ||
- Overview: RAG/03_Hybrid_RAG/README.md | ||
- Qdrant Hybrid Search: RAG/03_Hybrid_RAG/_Qdrant_Hybrid_Search.ipynb | ||
- Implementation: RAG/03_Hybrid_RAG/qdrant_hybrid.ipynb | ||
- Sentence Window RAG: | ||
- Overview: RAG/04_Sentence_Window_RAG/README.md | ||
- Implementation: RAG/04_Sentence_Window_RAG/Sentence_window_retrieval.ipynb | ||
- Auto Merging RAG: | ||
- Overview: RAG/05_Auto_Merging_RAG/README.md | ||
- Implementation: RAG/05_Auto_Merging_RAG/Auto-merging_Retrieval.ipynb | ||
- HyDE RAG: | ||
- Overview: RAG/06_HyDE_RAG/README.md | ||
- Implementation: RAG/06_HyDE_RAG/HyDEQueryTransformDemo.ipynb | ||
- Query Transformation RAG: | ||
- Overview: RAG/06_Query_Transformation_RAG/README.md | ||
- Implementation: RAG/06_Query_Transformation_RAG/query_transform_cookbook.ipynb | ||
- Self Query RAG: | ||
- Overview: RAG/07_Self_Query_RAG/README.md | ||
- Implementation: RAG/07_Self_Query_RAG/Self_Query_RAG.ipynb | ||
- RAG Fusion: | ||
- Overview: RAG/08_RAG_Fusion/README.md | ||
- Implementation: RAG/08_RAG_Fusion/ragfusion.ipynb | ||
- RAPTOR: | ||
- Overview: RAG/09_RAPTOR/README.md | ||
- Implementation: RAG/09_RAPTOR/raptor.ipynb | ||
- ColBERT RAG: | ||
- Overview: RAG/10_ColBERT_RAG/README.md | ||
- Implementation: RAG/10_ColBERT_RAG/ColBert_RAG.ipynb | ||
- Ragatouille Retriever: RAG/10_ColBERT_RAG/ragatouille_retriever.ipynb | ||
- Graph RAG: | ||
- Overview: RAG/11_Graph_RAG/README.md | ||
- Implementation: RAG/11_Graph_RAG/GraphRAG_v1.ipynb | ||
- Agentic RAG: | ||
- Overview: RAG/12_Agnetic_RAG/README.md | ||
- Implementation: RAG/12_Agnetic_RAG/multi_document_agents.ipynb | ||
- Vision RAG: | ||
- Implementation: RAG/13_Vision_RAG/gpt4v_multi_modal_retrieval.ipynb | ||
- Introduction: RAG/README.md | ||
- RAG Techniques: | ||
- RAG from Scratch: | ||
- Overview: RAG/00_RAG_from_Scratch/README.md | ||
- Implementation: RAG/00_RAG_from_Scratch/RAG_in_10_lines.ipynb | ||
- Basic RAG: | ||
- Overview: RAG/01_Basic_RAG/README.md | ||
- Implementation: RAG/01_Basic_RAG/notebook.ipynb | ||
- Evaluation: RAG/01_Basic_RAG/notebook_eval.ipynb | ||
- BM25 RAG: | ||
- Overview: RAG/01_BM25_RAG/README.md | ||
- Implementation: RAG/01_BM25_RAG/notebook.ipynb | ||
- Data Ingestion: | ||
- Overview: RAG/01_Data_Ingestion/README.md | ||
- Data Parsing: RAG/01_Data_Ingestion/data_parsing.ipynb | ||
- Data Chunking: RAG/01_Data_Ingestion/data_chunking.ipynb | ||
- Data Embedding: RAG/01_Data_Ingestion/data_embedding.ipynb | ||
- Data Ingestion: RAG/01_Data_Ingestion/data_ingestion.ipynb | ||
- RAG Evaluation: | ||
- Overview: RAG/01_RAG_Evaluation/README.md | ||
- RAGAS: RAG/01_RAG_Evaluation/RAGAS.ipynb | ||
- DeepEval: RAG/01_RAG_Evaluation/deepeval.ipynb | ||
- TruLens: RAG/01_RAG_Evaluation/trulens.ipynb | ||
- Notebook: RAG/01_RAG_Evaluation/notebook.ipynb | ||
- RAG Observability: | ||
- Overview: RAG/01_RAG_Observability/README.md | ||
- Implementation: RAG/01_RAG_Observability/notebook.ipynb | ||
- ReRanker RAG: | ||
- Overview: RAG/02_ReRanker_RAG/README.md | ||
- Implementation: RAG/02_ReRanker_RAG/notebook.ipynb | ||
- Evaluation: RAG/02_ReRanker_RAG/notebook_eval.ipynb | ||
- Hybrid RAG: | ||
- Overview: RAG/03_Hybrid_RAG/README.md | ||
- Qdrant Hybrid Search: RAG/03_Hybrid_RAG/_Qdrant_Hybrid_Search.ipynb | ||
- Implementation: RAG/03_Hybrid_RAG/qdrant_hybrid.ipynb | ||
- Sentence Window RAG: | ||
- Overview: RAG/04_Sentence_Window_RAG/README.md | ||
- Implementation: RAG/04_Sentence_Window_RAG/Sentence_window_retrieval.ipynb | ||
- Auto Merging RAG: | ||
- Overview: RAG/05_Auto_Merging_RAG/README.md | ||
- Implementation: RAG/05_Auto_Merging_RAG/Auto-merging_Retrieval.ipynb | ||
- HyDE RAG: | ||
- Overview: RAG/06_HyDE_RAG/README.md | ||
- Implementation: RAG/06_HyDE_RAG/HyDEQueryTransformDemo.ipynb | ||
- Query Transformation RAG: | ||
- Overview: RAG/06_Query_Transformation_RAG/README.md | ||
- Implementation: RAG/06_Query_Transformation_RAG/query_transform_cookbook.ipynb | ||
- Self Query RAG: | ||
- Overview: RAG/07_Self_Query_RAG/README.md | ||
- Implementation: RAG/07_Self_Query_RAG/Self_Query_RAG.ipynb | ||
- RAG Fusion: | ||
- Overview: RAG/08_RAG_Fusion/README.md | ||
- Implementation: RAG/08_RAG_Fusion/ragfusion.ipynb | ||
- RAPTOR: | ||
- Overview: RAG/09_RAPTOR/README.md | ||
- Implementation: RAG/09_RAPTOR/raptor.ipynb | ||
- ColBERT RAG: | ||
- Overview: RAG/10_ColBERT_RAG/README.md | ||
- Implementation: RAG/10_ColBERT_RAG/ColBert_RAG.ipynb | ||
- Ragatouille Retriever: RAG/10_ColBERT_RAG/ragatouille_retriever.ipynb | ||
- Graph RAG: | ||
- Overview: RAG/11_Graph_RAG/README.md | ||
- Implementation: RAG/11_Graph_RAG/GraphRAG_v1.ipynb | ||
- Agentic RAG: | ||
- Overview: RAG/12_Agnetic_RAG/README.md | ||
- Implementation: RAG/12_Agnetic_RAG/multi_document_agents.ipynb | ||
- Vision RAG: | ||
- Implementation: RAG/13_Vision_RAG/gpt4v_multi_modal_retrieval.ipynb | ||
- LLM: | ||
- Introduction: Finetuning/README.md | ||
- LLM: | ||
- Gemma: | ||
- Overview: LLM/Gemma/README.md | ||
- Implementation: LLM/Gemma/Gemma_finetuning_notebook.ipynb | ||
- Llama2: | ||
- Overview: LLM/LLama2/README.md | ||
- Implementation: LLM/LLama2/Llama2_finetuning_notebook.ipynb | ||
- QLora: LLM/LLama2/Llama_2_Fine_Tuning_using_QLora.ipynb | ||
- Llama3: LLM/Llama3_finetuning_notebook.ipynb | ||
- Mistral: | ||
- Overview: LLM/Mistral-7b/README.md | ||
- Implementation: LLM/Mistral-7b/Mistral_finetuning_notebook.ipynb | ||
- Evaluation: LLM/Mistral-7b/LLM_evaluation_harness_for_Arc_Easy_and_SST.ipynb | ||
- DPO Fine-tuning: LLM/Mistral-7b/notebooks_DPO_fine_tuning.ipynb | ||
- SFT Trainer: LLM/Mistral-7b/notebooks_SFTTrainer TRL.ipynb | ||
- ChatML Inference: LLM/Mistral-7b/notebooks_chatml_inference.ipynb | ||
- Mixtral: LLM/Mixtral/Mixtral_fine_tuning.ipynb | ||
- VLM: | ||
- Florence2: LLM/VLM/Florence2_finetuning_notebook.ipynb | ||
- PaliGemma: LLM/VLM/PaliGemma_finetuning_notebook.ipynb | ||
- LLM Architecture: | ||
- Lora Explained: LLM/LLMArchitecture/LoraExplained/README.md | ||
- Parameter Count: LLM/LLMArchitecture/ParameterCount.ipynb | ||
- Introduction: LLM/README.md | ||
- LLM: | ||
- Gemma: | ||
- Overview: LLM/Gemma/README.md | ||
- Implementation: LLM/Gemma/Gemma_finetuning_notebook.ipynb | ||
- Llama2: | ||
- Overview: LLM/LLama2/README.md | ||
- Implementation: LLM/LLama2/Llama2_finetuning_notebook.ipynb | ||
- QLora: LLM/LLama2/Llama_2_Fine_Tuning_using_QLora.ipynb | ||
- Llama3: LLM/Llama3_finetuning_notebook.ipynb | ||
- Mistral: | ||
- Overview: LLM/Mistral-7b/README.md | ||
- Implementation: LLM/Mistral-7b/Mistral_finetuning_notebook.ipynb | ||
- Evaluation: LLM/Mistral-7b/LLM_evaluation_harness_for_Arc_Easy_and_SST.ipynb | ||
- DPO Fine-tuning: LLM/Mistral-7b/notebooks_DPO_fine_tuning.ipynb | ||
- SFT Trainer: LLM/Mistral-7b/notebooks_SFTTrainer TRL.ipynb | ||
- ChatML Inference: LLM/Mistral-7b/notebooks_chatml_inference.ipynb | ||
- Mixtral: LLM/Mixtral/Mixtral_fine_tuning.ipynb | ||
- VLM: | ||
- Florence2: LLM/VLM/Florence2_finetuning_notebook.ipynb | ||
- PaliGemma: LLM/VLM/PaliGemma_finetuning_notebook.ipynb | ||
- LLM Architecture: | ||
- Lora Explained: LLM/LLMArchitecture/LoraExplained/README.md | ||
- Parameter Count: LLM/LLMArchitecture/ParameterCount.ipynb | ||
- Deployment: | ||
- Introduction: Deployment/README.md | ||
- Deploy LLM: | ||
- Overview: Deployment/DeployLLM/README.md | ||
- Quantization: | ||
- AWQ: Deployment/Quantization/AWQ_Quantization.ipynb | ||
- GGUF: Deployment/Quantization/GGUF_Quantization.ipynb | ||
- Introduction: Deployment/README.md | ||
- Deploy LLM: | ||
- Overview: Deployment/DeployLLM/README.md | ||
- Quantization: | ||
- AWQ: Deployment/Quantization/AWQ_Quantization.ipynb | ||
- GGUF: Deployment/Quantization/GGUF_Quantization.ipynb | ||
- Projects: | ||
- Introduction: Projects/README.md | ||
- YouTube Clones: | ||
- Overview: Projects/YT_Clones/README.md | ||
- Fireship Clone: Projects/YT_Clones/Fireship_clone.ipynb | ||
- Dataset Preparation: Projects/YT_Clones/dataset_prep.ipynb | ||
- Introduction: Projects/README.md | ||
- YouTube Clones: | ||
- Overview: Projects/YT_Clones/README.md | ||
- Fireship Clone: Projects/YT_Clones/Fireship_clone.ipynb | ||
- Dataset Preparation: Projects/YT_Clones/dataset_prep.ipynb | ||
- Agents: | ||
- Overview: Agents/README.md | ||
- Multi-document Agents: Agents/multi_document_agents.ipynb | ||
- Overview: Agents/README.md | ||
- Multi-document Agents: Agents/multi_document_agents.ipynb | ||
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extra: | ||
social: | ||
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@@ -198,4 +202,4 @@ extra_javascript: | |
- https://unpkg.com/[email protected]/dist/mermaid.min.js | ||
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extra_css: | ||
- css/extra.css | ||
- css/extra.css |