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Merge branch 'main' into noterm/rag_llamaindex_librarian
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onuralpszr committed Nov 26, 2024
2 parents 61cd216 + edeed04 commit 77998b0
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4 changes: 4 additions & 0 deletions notebooks/en/_toctree.yml
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title: Benchmarking TGI
- local: rag_with_knowledge_graphs_neo4j
title: Enhancing RAG Reasoning with Knowledge Graphs
- local: phoenix_observability_on_hf_spaces
title: Phoenix Observability Dashboard on HF Spaces

- title: Computer Vision Recipes
isExpanded: false
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title: Embedding multimodal data for similarity search
- local: multimodal_rag_using_document_retrieval_and_vlms
title: Multimodal Retrieval-Augmented Generation (RAG) with Document Retrieval (ColPali) and Vision Language Models (VLMs)
- local: fine_tuning_vlm_trl
title: Fine-Tuning a Vision Language Model (Qwen2-VL-7B) with the Hugging Face Ecosystem (TRL)

- title: Search Recipes
isExpanded: false
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14 changes: 1 addition & 13 deletions notebooks/en/advanced_rag.ipynb
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},
"outputs": [],
"source": [
"!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-gpu openpyxl pacmap datasets langchain-community ragatouille"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "8_Uyukt39-9J"
},
"outputs": [],
"source": [
"%reload_ext dotenv\n",
"%dotenv"
"!pip install -q torch transformers transformers accelerate bitsandbytes langchain sentence-transformers faiss-cpu openpyxl pacmap datasets langchain-community ragatouille"
]
},
{
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424 changes: 320 additions & 104 deletions notebooks/en/agent_rag.ipynb

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5,437 changes: 2,717 additions & 2,720 deletions notebooks/en/fine_tuning_detr_custom_dataset.ipynb

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11,073 changes: 11,073 additions & 0 deletions notebooks/en/fine_tuning_vlm_trl.ipynb

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2 changes: 2 additions & 0 deletions notebooks/en/index.md
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Check out the recently added notebooks:

- [Phoenix Observability Dashboard on HF Spaces](phoenix_observability_on_hf_spaces)
- [Have several agents collaborate in a multi-agent hierarchy 🤖🤝🤖](multiagent_web_assistant)
- [Semantic reranking with Elasticsearch](semantic_reranking_elasticsearch)
- [Benchmarking TGI](benchmarking_tgi)
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- [Fine-Tuning Object Detection on a Custom Dataset 🖼, Deployment in Spaces, and Gradio API Integration](fine_tuning_detr_custom_dataset)
- [Fine-Tuning a Semantic Segmentation Model on a Custom Dataset and Usage via the Inference API](semantic_segmentation_fine_tuning_inference)
- [Multimodal Retrieval-Augmented Generation (RAG) with Document Retrieval (ColPali) and Vision Language Models (VLMs)](multimodal_rag_using_document_retrieval_and_vlms)
- [Fine-Tuning a Vision Language Model (Qwen2-VL-7B) with the Hugging Face Ecosystem (TRL)](fine_tuning_vlm_trl)



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608 changes: 608 additions & 0 deletions notebooks/en/phoenix_observability_on_hf_spaces.ipynb

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2 changes: 1 addition & 1 deletion notebooks/ko/_toctree.yml
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sections:
- local: index
title: 오픈소스 AI Cookbook

- title: LLM 레시피
isExpanded: false
sections:
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