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

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File list
  • [ WebToolTip.com ] LLM Engineer's Handbook (Code Files)
  • ~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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