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[ WebToolTip.com ] LLM Engineer's Handbook (Code Files)

TORRENT SUMMARY

[ WebToolTip.com ] LLM Engineer's Handbook (Code Files)

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6.9 MB in 98 files

Release Date(s)

Torrent Release: 15-07-2026 by user

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d471b632649f98c3ee7110fb4ea989eed89278ac

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FILE LIST

Filename		Size
	~Get Your Files Here !/Bonus Resources.txt	70 B
	~Get Your Files Here !/code_snippets/03_custom_odm_example.py	473 B
	~Get Your Files Here !/code_snippets/03_orm.py	1.1 KB
	~Get Your Files Here !/code_snippets/08_instructor_embeddings.py	652 B
	~Get Your Files Here !/code_snippets/08_text_embeddings.py	1.1 KB
	~Get Your Files Here !/code_snippets/08_text_image_embeddings.py	1.1 KB
	~Get Your Files Here !/configs/digital_data_etl_maxime_labonne.yaml	2.8 KB
	~Get Your Files Here !/configs/digital_data_etl_paul_iusztin.yaml	4.6 KB
	~Get Your Files Here !/configs/end_to_end_data.yaml	6.8 KB
	~Get Your Files Here !/configs/evaluating.yaml	274 B
	~Get Your Files Here !/configs/export_artifact_to_json.yaml	301 B
	~Get Your Files Here !/configs/feature_engineering.yaml	254 B
	~Get Your Files Here !/configs/generate_instruct_datasets.yaml	318 B
	~Get Your Files Here !/configs/generate_preference_datasets.yaml	322 B
	~Get Your Files Here !/configs/training.yaml	427 B
	~Get Your Files Here !/data/artifacts/cleaned_documents.json	1.1 MB
	~Get Your Files Here !/data/artifacts/instruct_datasets.json	1.7 MB
	~Get Your Files Here !/data/artifacts/preference_datasets.json	181.4 KB
	~Get Your Files Here !/data/artifacts/raw_documents.json	1.3 MB
	~Get Your Files Here !/data/data_warehouse_raw_data/ArticleDocument.json	1.3 MB
	~Get Your Files Here !/data/data_warehouse_raw_data/PostDocument.json	2 B
	~Get Your Files Here !/data/data_warehouse_raw_data/RepositoryDocument.json	2 B
	~Get Your Files Here !/data/data_warehouse_raw_data/UserDocument.json	192 B
	~Get Your Files Here !/docker-compose.yml	724 B
	~Get Your Files Here !/Dockerfile	1.6 KB
	~Get Your Files Here !/env.example	625 B
	~Get Your Files Here !/github/workflows/cd.yaml	1.1 KB
	~Get Your Files Here !/github/workflows/ci.yaml	1.4 KB
	~Get Your Files Here !/gitignore	3.2 KB
	~Get Your Files Here !/images/cover_plus.png	442.6 KB
	~Get Your Files Here !/images/crazy_cat.jpg	119.9 KB
	~Get Your Files Here !/LICENSE	1 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/base.py	2.3 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/custom_article.py	1.6 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/dispatcher.py	1.4 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/github.py	2 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/linkedin.py	6.5 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/medium.py	1.4 KB
	~Get Your Files Here !/llm_engineering/application/crawlers/__init__.py	234 B
	~Get Your Files Here !/llm_engineering/application/dataset/constants.py	1.3 KB
	~Get Your Files Here !/llm_engineering/application/dataset/generation.py	10.3 KB
	~Get Your Files Here !/llm_engineering/application/dataset/output_parsers.py	371 B
	~Get Your Files Here !/llm_engineering/application/dataset/utils.py	4.4 KB
	~Get Your Files Here !/llm_engineering/application/dataset/__init__.py	51 B
	~Get Your Files Here !/llm_engineering/application/networks/base.py	1.4 KB
	~Get Your Files Here !/llm_engineering/application/networks/embeddings.py	3.9 KB
	~Get Your Files Here !/llm_engineering/application/networks/__init__.py	145 B
	~Get Your Files Here !/llm_engineering/application/preprocessing/chunking_data_handlers.py	4.1 KB
	~Get Your Files Here !/llm_engineering/application/preprocessing/cleaning_data_handlers.py	2.3 KB
	~Get Your Files Here !/llm_engineering/application/preprocessing/dispatchers.py	4.1 KB
	~Get Your Files Here !/llm_engineering/application/preprocessing/embedding_data_handlers.py	4.3 KB
	~Get Your Files Here !/llm_engineering/application/preprocessing/operations/chunking.py	1.7 KB
	~Get Your Files Here !/llm_engineering/application/preprocessing/operations/cleaning.py	153 B
	~Get Your Files Here !/llm_engineering/application/preprocessing/operations/__init__.py	153 B
	~Get Your Files Here !/llm_engineering/application/preprocessing/__init__.py	164 B
	~Get Your Files Here !/llm_engineering/application/rag/base.py	511 B
	~Get Your Files Here !/llm_engineering/application/rag/prompt_templates.py	1.9 KB
	~Get Your Files Here !/llm_engineering/application/rag/query_expanison.py	1.5 KB
	~Get Your Files Here !/llm_engineering/application/rag/reranking.py	1 KB
	~Get Your Files Here !/llm_engineering/application/rag/retriever.py	3.8 KB
	~Get Your Files Here !/llm_engineering/application/rag/self_query.py	1.5 KB
	~Get Your Files Here !/llm_engineering/application/rag/__init__.py	0 B
	~Get Your Files Here !/llm_engineering/application/utils/misc.py	597 B
	~Get Your Files Here !/llm_engineering/application/utils/split_user_full_name.py	547 B
	~Get Your Files Here !/llm_engineering/application/utils/__init__.py	118 B
	~Get Your Files Here !/llm_engineering/application/__init__.py	41 B
	~Get Your Files Here !/llm_engineering/domain/base/nosql.py	4.3 KB
	~Get Your Files Here !/llm_engineering/domain/base/vector.py	9.4 KB
	~Get Your Files Here !/llm_engineering/domain/base/__init__.py	131 B
	~Get Your Files Here !/llm_engineering/domain/chunks.py	733 B
	~Get Your Files Here !/llm_engineering/domain/cleaned_documents.py	882 B
	~Get Your Files Here !/llm_engineering/domain/dataset.py	3.5 KB
	~Get Your Files Here !/llm_engineering/domain/documents.py	937 B
	~Get Your Files Here !/llm_engineering/domain/embedded_chunks.py	1.3 KB
	~Get Your Files Here !/llm_engineering/domain/exceptions.py	101 B
	~Get Your Files Here !/llm_engineering/domain/inference.py	460 B
	~Get Your Files Here !/llm_engineering/domain/prompt.py	479 B
	~Get Your Files Here !/llm_engineering/domain/queries.py	888 B
	~Get Your Files Here !/llm_engineering/domain/types.py	392 B
	~Get Your Files Here !/llm_engineering/domain/__init__.py	304 B
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/autoscaling_sagemaker_endpoint.py	7.7 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/delete_sagemaker_endpoint.py	2.3 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/huggingface/config.py	1.3 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/huggingface/run.py	1.5 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/huggingface/sagemaker_huggingface.py	7.4 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/huggingface/__init__.py	0 B
	~Get Your Files Here !/llm_engineering/infrastructure/aws/deploy/__init__.py	0 B
	~Get Your Files Here !/llm_engineering/infrastructure/aws/roles/create_execution_role.py	2.3 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/roles/create_sagemaker_role.py	1.8 KB
	~Get Your Files Here !/llm_engineering/infrastructure/aws/__init__.py	0 B
	~Get Your Files Here !/llm_engineering/infrastructure/db/mongo.py	699 B
	~Get Your Files Here !/llm_engineering/infrastructure/db/qdrant.py	1.4 KB
	~Get Your Files Here !/llm_engineering/infrastructure/files_io.py	979 B
	~Get Your Files Here !/llm_engineering/infrastructure/inference_pipeline_api.py	1.9 KB
	~Get Your Files Here !/llm_engineering/infrastructure/opik_utils.py	966 B
	~Get Your Files Here !/llm_engineering/infrastructure/__init__.py	0 B
	~Get Your Files Here !/llm_engineering/__init__.py	177 B
	~Get Your Files Here !/README.md	26.9 KB

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