├── .gitignore ├── .vscode └── PythonImportHelper-v2-Completion.json ├── Architecture ├── Architecture_project.gif └── Architecture_project.pptx ├── CV_Processus ├── Test.py ├── consumer.py ├── kafka │ └── docker-compose.yml ├── producer │ ├── config.py │ ├── data │ │ ├── cv2.pdf │ │ ├── cv3.pdf │ │ ├── cv4.pdf │ │ ├── cv5.pdf │ │ ├── cv6.pdf │ │ ├── cv7.pdf │ │ ├── cv8.pdf │ │ └── cv9.pdf │ └── producer.py └── reademe.txt ├── LICENSE ├── README.md ├── Recruiter_Apps ├── app.py ├── app_cvs.py ├── app_offres.py ├── data │ └── hamza.pdf ├── home.html ├── recruitboot │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── converteur.cpython-310.pyc │ │ ├── converteur.cpython-311.pyc │ │ ├── ingest.cpython-310.pyc │ │ ├── ingest.cpython-311.pyc │ │ ├── retrieval_generation.cpython-310.pyc │ │ └── retrieval_generation.cpython-311.pyc │ ├── converteur.py │ ├── ingest.py │ └── retrieval_generation.py ├── requirements.txt ├── resumes.csv ├── setup.py ├── static │ ├── CV.jpg │ ├── logo.png │ ├── recrutement.jpg │ ├── style.css │ └── style1.css ├── templates │ ├── analyse.jpg │ ├── chat.html │ ├── index.html │ ├── job_description.html │ ├── jobs.html │ ├── layout.html │ ├── ranking.html │ ├── ranking2.html │ └── show_jobs.html └── utils │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-311.pyc │ ├── prepare_data.cpython-311.pyc │ └── similar_vectors.cpython-311.pyc │ ├── prepare_data.py │ └── similar_vectors.py ├── SegmentationSpark ├── Classeur2.twbx ├── Notebook_chargement_Traitement.ipynb ├── Schema │ ├── SchemaSimple.png │ ├── Schema_With_Detail.png │ └── scheema.sql ├── reader_data.py ├── segmentation.py └── transformer.py ├── Tableau ├── CONNECT_toSNOWFLAKE.PNG ├── DASH3.PNG ├── DASH4 (2).PNG ├── DASH5.PNG ├── LOGO.PNG ├── TABLEAUWAREHOUSE.PNG ├── dash1.PNG ├── dash2.PNG └── tableau.PNG ├── apache_nifi └── docker-compose.yml ├── cdc(databricks) ├── adls_to_snow(CV).ipynb └── adls_to_snow(offre).ipynb ├── code-snippets └── spark_TO_delta(inspiratio).py ├── data-examples ├── example_of_cv.json └── example_of_offre.json ├── dbt ├── logs │ └── dbt.log ├── my_project │ ├── README.md │ ├── dbt_project.yml │ ├── logs │ │ └── dbt.log │ └── models │ │ ├── candidat_competence.sql │ │ ├── candidat_info.sql │ │ ├── candidat_langue.sql │ │ ├── candidat_stage_competence_langue.sql │ │ ├── example │ │ ├── my_first_dbt_model.sql │ │ ├── my_second_dbt_model.sql │ │ └── schema.yml │ │ ├── offre_info.sql │ │ ├── schema.yml │ │ ├── stage_info.sql │ │ └── stage_with_competences_langues.sql ├── profiles.yml └── requirment.txt.txt ├── images ├── chat1.png ├── chat2.png ├── chat3.png ├── classification_of_candid.png ├── classification_offr.png ├── dash_seg1.png ├── dash_seg2.png ├── delta_table1.png ├── delta_table2.png ├── delta_table3.png ├── delta_table4.png ├── delta_table5.png ├── image-fotor-20241224174540.png ├── kafka1.png ├── kafka2.png ├── kafka3.png ├── kafka4.png ├── kafka_topic.png ├── offre.png ├── offre2.png ├── offre_class.png ├── res1.png ├── res2.png ├── res3.png ├── res4.png ├── upload_cv.png └── upload_off.png ├── offre_Process ├── data │ ├── __init__.py │ ├── config.py │ └── producer.py ├── kafka │ └── docker-compose.yml └── spark │ ├── docker-compose.yml │ ├── extractor.py │ ├── schema.py │ └── sparkStreaming.py ├── postgres ├── SchemaSimp.png ├── cond_db.sql ├── query.sql ├── remplir2.sql ├── remplirWithNous1.sql └── schemaDetail.png ├── setup ├── azure.md ├── databricks.md ├── errors.md ├── kafka.md ├── snowflake.md └── spark.md ├── snowflake ├── datawarehouse.drawio.png ├── datawarehouse.drawio.svg ├── dw_sql.sql ├── dw_sql.txt └── dw_sql_valide.sql ├── snowflake_to_pinecone ├── requirement.txt ├── snow-pinecone-2index.ipynb ├── snowflake-to-pinecone.ipynb └── snowflake_to_pinecone.py ├── temp ├── blockmgr-58fee843-ae73-4a5f-95be-0fec99df6ee6 │ ├── 30 │ │ └── shuffle_0_0_0.index │ ├── 34 │ │ └── shuffle_0_0_0.checksum.ADLER32 │ └── 0c │ │ └── shuffle_0_0_0.data ├── blockmgr-666e7cd1-65bb-44f7-b902-29f2314f2199 │ ├── 17 │ │ └── shuffle_1_2_0.data │ ├── 29 │ │ └── shuffle_1_2_0.checksum.ADLER32 │ ├── 30 │ │ └── shuffle_0_0_0.index │ ├── 34 │ │ └── shuffle_0_0_0.checksum.ADLER32 │ ├── 0a │ │ └── shuffle_2_4_0.index │ ├── 0c │ │ └── shuffle_0_0_0.data │ ├── 0d │ │ └── shuffle_1_2_0.index │ └── 3a │ │ ├── shuffle_2_4_0.checksum.ADLER32 │ │ └── shuffle_2_4_0.data ├── blockmgr-992a12a5-b77d-4255-84f8-921eb68b8425 │ ├── 17 │ │ └── shuffle_1_2_0.data │ ├── 29 │ │ └── shuffle_1_2_0.checksum.ADLER32 │ ├── 30 │ │ └── shuffle_0_0_0.index │ ├── 34 │ │ └── shuffle_0_0_0.checksum.ADLER32 │ ├── 0c │ │ └── shuffle_0_0_0.data │ └── 0d │ │ └── shuffle_1_2_0.index ├── blockmgr-a3f3b63f-0a94-4250-9ff0-b46e88ec48cc │ ├── 17 │ │ └── shuffle_1_2_0.data │ ├── 29 │ │ └── shuffle_1_2_0.checksum.ADLER32 │ ├── 30 │ │ └── shuffle_0_0_0.index │ ├── 34 │ │ └── shuffle_0_0_0.checksum.ADLER32 │ ├── 0a │ │ └── shuffle_2_4_0.index │ ├── 0c │ │ └── shuffle_0_0_0.data │ ├── 0d │ │ └── shuffle_1_2_0.index │ └── 3a │ │ ├── shuffle_2_4_0.checksum.ADLER32 │ │ └── shuffle_2_4_0.data ├── blockmgr-c4979150-9100-4861-a396-a2a6c0c792a5 │ ├── 15 │ │ └── shuffle_6_18_0.index │ ├── 30 │ │ └── shuffle_0_0_0.index │ ├── 31 │ │ └── shuffle_6_18_0.data │ ├── 34 │ │ └── shuffle_0_0_0.checksum.ADLER32 │ ├── 0c │ │ └── shuffle_0_0_0.data │ └── 0f │ │ └── shuffle_6_18_0.checksum.ADLER32 ├── spark-01f1bac5-8e72-4413-86d8-17dd2d0366d9 │ └── userFiles-762710c1-fa4e-4545-8ca1-22eb51cf6524 │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-0da476cf-6612-4877-bca3-c54c9a857f76 │ └── userFiles-84b1b079-e038-4153-91cd-515a2794f9b4 │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-1b9cabd1-d835-4632-90ec-aae83ba29c97 │ └── userFiles-2b68ca28-d2b3-4165-a22f-33542a0e76c0 │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-1f8fdaae-7d6f-4b56-9165-15f02d80950c │ └── userFiles-e1323b07-3d73-474a-bb2c-7d3c5625172e │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-20327c69-c46b-43c8-ad33-2eb46e16cbd5 │ └── userFiles-069e1dd3-a888-4cf9-b360-05fe3122fbd6 │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-4e803375-5a00-4b9a-87f1-81583618f2ff │ └── userFiles-a949443c-5afe-4a08-bbd0-eca59dfeedbb │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-6845ab34-286d-4ffc-8e96-c671a7b07155 │ └── userFiles-e0131f83-1225-4fb8-a316-7985e906aaec │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── spark-73f20819-5fb6-41c5-b1d2-760950d4fb18 │ └── userFiles-c7e9cc75-b2ba-4e6d-bbea-608701e3cef7 │ │ ├── org.checkerframework_checker-qual-3.31.0.jar │ │ └── org.postgresql_postgresql-42.6.0.jar ├── 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