From b3442ff09d96df7748fbb9125e48c6a5f99a642e Mon Sep 17 00:00:00 2001 From: Rajeev Rumale <85491683+rrumale@users.noreply.github.com> Date: Fri, 3 May 2024 21:23:04 +0530 Subject: [PATCH] WMS ID #11618 - Correcting the spelling in main folder name (#120) * Removed the reference to learning-library repository Rem * Copied the workshop structure from sample-workshop Copied the workshop structure from sample-workshop, these files would be updated, added or deleted based on workshop requirements. * removing the files as livelab was to be removed as this is not a public workshop * WMSID: 11506 - Posting the AI Vector search lab guide. This was the hidden live lab, Shifting the content from GitHub. To make it public. * WMS ID #11618 : lab guide with tab interface * Wms ID : 11506 - Oracle AI Vector Search - Basics Updated the document reference links to point to 23ai docs and removing old files * Correcting the spelling in main directory name --- .../introduction/images/intro101.png | Bin .../introduction/images/intro102.png | Bin .../introduction/images/intro103.png | Bin .../introduction/images/intro104.png | Bin .../introduction/images/intro105.png | Bin .../introduction/images/intro201.png | Bin .../introduction/images/intro301.png | Bin .../introduction/images/intro302.png | Bin .../introduction/images/intro401.png | Bin .../introduction/images/intro402.png | Bin .../introduction/images/transformers.png | Bin .../introduction/introduction.md | 0 .../lab0-setup/create_schema.py | 0 .../lab0-setup/images/pythonsetup01.png | Bin .../lab0-setup/images/pythonsetup02.png | Bin .../lab0-setup/images/pythonsetup03.png | Bin .../lab0-setup/images/pythonsetup04.png | Bin .../lab0-setup/images/pythonsetup05.png | Bin .../lab0-setup/images/pythonsetup06a.png | Bin .../lab0-setup/images/pythonsetup06b.png | Bin .../lab0-setup/python_setup.md | 0 .../images/image-sentencetransformer-02b.png | Bin .../lab1-tabs/images/pythoncohere01a.png | Bin .../lab1-tabs/images/pythoncohere01b.png | Bin .../lab1-tabs/images/pythoncohere02.png | Bin .../lab1-tabs/images/pythoncohere03.png | Bin .../lab1-tabs/images/pythoncohere04.png | Bin .../lab1-tabs/images/pythoncohere05a.png | Bin .../lab1-tabs/images/pythoncohere05b.png | Bin .../lab1-tabs/images/pythoncohere06.png | Bin .../lab1-tabs/images/pythoncohere07.png | Bin .../lab1-tabs/images/pythoncohere08.png | Bin .../lab1-tabs/images/pythoncohere09.png | Bin .../lab1-tabs/images/pythoncohere10.png | Bin .../lab1-tabs/images/pythoncohere11.png | Bin .../lab1-tabs/images/pythoncohere12.png | Bin .../lab1-tabs/images/pythoncohere13.png | Bin .../lab1-tabs/images/pythoncohere14.png | Bin .../lab1-tabs/images/pythoncohere15.png | Bin .../lab1-tabs/images/pythoncohere16.png | Bin .../lab1-tabs/images/pythoncohere17.png | Bin .../lab1-tabs/images/pythoncoherefreekey0.png | Bin .../lab1-tabs/images/pythoncoherefreekey1.png | Bin .../lab1-tabs/images/pythoncohereimports.png | Bin .../lab1-tabs/images/pythoncoherepostembedmodel.png | Bin .../lab1-tabs/images/pythoncoherepreembdedmodel.png | Bin .../lab1-tabs/images/pythoncoheresqlcodeblock.png | Bin .../lab1-tabs/images/pythoncohereunamepasswd.png | Bin .../lab1-tabs/images/pythonfastembed01a.png | Bin .../lab1-tabs/images/pythonfastembed01b.png | Bin .../lab1-tabs/images/pythonfastembed02a.png | Bin .../lab1-tabs/images/pythonfastembed02b.png | Bin .../lab1-tabs/images/pythonfastembed03.png | Bin .../lab1-tabs/images/pythonfastembed04.png | Bin .../lab1-tabs/images/pythonfastembed05.png | Bin .../lab1-tabs/images/pythonfastembed06.png | Bin .../lab1-tabs/images/pythonfastembed07.png | Bin .../lab1-tabs/images/pythonfastembed08.png | Bin .../lab1-tabs/images/pythonfastembed09a.png | Bin .../lab1-tabs/images/pythonfastembed09b.png | Bin .../lab1-tabs/images/pythonfastembed10.png | Bin .../lab1-tabs/images/pythonfastembed11.png | Bin .../lab1-tabs/images/pythonfastembed12.png | Bin .../lab1-tabs/images/pythonfastembed13.png | Bin .../lab1-tabs/images/pythonfastembed14.png | Bin .../lab1-tabs/images/pythonfastembed14b.png | Bin .../lab1-tabs/images/pythonfastembed15.png | Bin .../lab1-tabs/images/pythonfastembed16.png | Bin .../lab1-tabs/images/pythonfastembed17.png | Bin .../lab1-tabs/images/pythonfastembedpostdisk.png | Bin .../images/pythonfastembedpostembedmodel.png | Bin .../lab1-tabs/images/pythonfastembedpredisk.png | Bin .../images/pythonfastembedpreembedmodel.png | Bin .../lab1-tabs/images/pythonopenai01.png | Bin .../lab1-tabs/images/pythonopenai02.png | Bin .../lab1-tabs/images/pythonopenai03.png | Bin .../lab1-tabs/images/pythonopenai04.png | Bin .../lab1-tabs/images/pythonopenai05.png | Bin .../lab1-tabs/images/pythonopenai06a.png | Bin .../lab1-tabs/images/pythonopenai06b.png | Bin .../lab1-tabs/images/pythonopenai07.png | Bin .../lab1-tabs/images/pythonopenai08a.png | Bin .../lab1-tabs/images/pythonopenai08b.png | Bin .../lab1-tabs/images/pythonopenai08c.png | Bin .../lab1-tabs/images/pythonopenai09.png | Bin .../lab1-tabs/images/pythonopenai10a.png | Bin .../lab1-tabs/images/pythonopenai10b.png | Bin .../lab1-tabs/images/pythonopenai11.png | Bin .../lab1-tabs/images/pythonopenai12.png | Bin .../lab1-tabs/images/pythonopenai13.png | Bin .../lab1-tabs/images/pythonopenai14.png | Bin .../lab1-tabs/images/pythonopenai15.png | Bin .../lab1-tabs/images/pythonopenai16.png | Bin .../lab1-tabs/images/pythonopenai17.png | Bin .../lab1-tabs/images/pythonopenai18a.png | Bin .../lab1-tabs/images/pythonopenai18b.png | Bin .../lab1-tabs/images/pythonopenai18c.png | Bin .../lab1-tabs/images/pythonopenai18d.png | Bin .../lab1-tabs/images/pythonopenaipost.png | Bin .../lab1-tabs/images/pythonopenaipre.png | Bin .../lab1-tabs/images/pythonopenaipricing.png | Bin .../lab1-tabs/images/pythonsentfr01a.png | Bin .../lab1-tabs/images/pythonsentfr02a.png | Bin .../lab1-tabs/images/pythonsentfr02b.png | Bin .../lab1-tabs/images/pythonsentfr03.png | Bin .../lab1-tabs/images/pythonsentfr04.png | Bin .../lab1-tabs/images/pythonsentfr05.png | Bin .../lab1-tabs/images/pythonsentfr06.png | Bin .../lab1-tabs/images/pythonsentfr07.png | Bin .../lab1-tabs/images/pythonsentfr08.png | Bin .../lab1-tabs/images/pythonsentfr09.png | Bin .../lab1-tabs/images/pythonsentfr09first.png | Bin .../lab1-tabs/images/pythonsentfr10.png | Bin .../lab1-tabs/images/pythonsentfr11.png | Bin .../lab1-tabs/images/pythonsentfr12.png | Bin .../lab1-tabs/images/pythonsentfr13.png | Bin .../lab1-tabs/images/pythonsentfr14.png | Bin .../lab1-tabs/images/pythonsentfr15a.png | Bin .../lab1-tabs/images/pythonsentfr15b.png | Bin .../lab1-tabs/images/pythonsentfr16.png | Bin .../lab1-tabs/images/pythonsentfr17.png | Bin .../lab1-tabs/images/pythonsentfr18.png | Bin .../lab1-tabs/images/pythonsentfrpostdisk.png | Bin .../lab1-tabs/images/pythonsentfrpredisk.png | Bin .../lab1-tabs/similarity_search_cohere.py | 0 .../lab1-tabs/tabs.md | 0 .../lab1-tabs/vectorize_table_cohere.py | 0 .../workshops/sandbox/index.html | 0 .../workshops/sandbox/manifest.json | 0 129 files changed, 0 insertions(+), 0 deletions(-) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro101.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro102.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro103.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro104.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro105.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro201.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro301.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro302.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro401.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/intro402.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/images/transformers.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/introduction/introduction.md (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/create_schema.py (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup01.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup02.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup03.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup04.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup05.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup06a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/images/pythonsetup06b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab0-setup/python_setup.md (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/image-sentencetransformer-02b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere01a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere01b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere02.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere03.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere04.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere05a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere05b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere06.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere07.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere08.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere09.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere10.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere11.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere12.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere13.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere14.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere15.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere16.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohere17.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncoherefreekey0.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncoherefreekey1.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohereimports.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncoherepostembedmodel.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncoherepreembdedmodel.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncoheresqlcodeblock.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythoncohereunamepasswd.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed01a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed01b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed02a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed02b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed03.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed04.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed05.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed06.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed07.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed08.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed09a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed09b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed10.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed11.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed12.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed13.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed14.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed14b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed15.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed16.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembed17.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembedpostdisk.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembedpostembedmodel.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembedpredisk.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonfastembedpreembedmodel.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai01.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai02.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai03.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai04.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai05.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai06a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai06b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai07.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai08a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai08b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai08c.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai09.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai10a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai10b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai11.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai12.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai13.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai14.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai15.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai16.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai17.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai18a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai18b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai18c.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenai18d.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenaipost.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenaipre.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonopenaipricing.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr01a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr02a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr02b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr03.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr04.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr05.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr06.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr07.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr08.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr09.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr09first.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr10.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr11.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr12.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr13.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr14.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr15a.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr15b.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr16.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr17.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfr18.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfrpostdisk.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/images/pythonsentfrpredisk.png (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/similarity_search_cohere.py (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/tabs.md (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/lab1-tabs/vectorize_table_cohere.py (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/workshops/sandbox/index.html (100%) rename {ai-vector-emmbeding-python => ai-vector-embedding-python}/workshops/sandbox/manifest.json (100%) diff --git a/ai-vector-emmbeding-python/introduction/images/intro101.png b/ai-vector-embedding-python/introduction/images/intro101.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro101.png rename to ai-vector-embedding-python/introduction/images/intro101.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro102.png b/ai-vector-embedding-python/introduction/images/intro102.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro102.png rename to ai-vector-embedding-python/introduction/images/intro102.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro103.png b/ai-vector-embedding-python/introduction/images/intro103.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro103.png rename to ai-vector-embedding-python/introduction/images/intro103.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro104.png b/ai-vector-embedding-python/introduction/images/intro104.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro104.png rename to ai-vector-embedding-python/introduction/images/intro104.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro105.png b/ai-vector-embedding-python/introduction/images/intro105.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro105.png rename to ai-vector-embedding-python/introduction/images/intro105.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro201.png b/ai-vector-embedding-python/introduction/images/intro201.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro201.png rename to ai-vector-embedding-python/introduction/images/intro201.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro301.png b/ai-vector-embedding-python/introduction/images/intro301.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro301.png rename to ai-vector-embedding-python/introduction/images/intro301.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro302.png b/ai-vector-embedding-python/introduction/images/intro302.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro302.png rename to ai-vector-embedding-python/introduction/images/intro302.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro401.png b/ai-vector-embedding-python/introduction/images/intro401.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro401.png rename to ai-vector-embedding-python/introduction/images/intro401.png diff --git a/ai-vector-emmbeding-python/introduction/images/intro402.png b/ai-vector-embedding-python/introduction/images/intro402.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/intro402.png rename to ai-vector-embedding-python/introduction/images/intro402.png diff --git a/ai-vector-emmbeding-python/introduction/images/transformers.png b/ai-vector-embedding-python/introduction/images/transformers.png similarity index 100% rename from ai-vector-emmbeding-python/introduction/images/transformers.png rename to ai-vector-embedding-python/introduction/images/transformers.png diff --git a/ai-vector-emmbeding-python/introduction/introduction.md b/ai-vector-embedding-python/introduction/introduction.md similarity index 100% rename from ai-vector-emmbeding-python/introduction/introduction.md rename to ai-vector-embedding-python/introduction/introduction.md diff --git a/ai-vector-emmbeding-python/lab0-setup/create_schema.py b/ai-vector-embedding-python/lab0-setup/create_schema.py similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/create_schema.py rename to ai-vector-embedding-python/lab0-setup/create_schema.py diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup01.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup01.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup01.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup01.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup02.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup02.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup02.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup02.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup03.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup03.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup03.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup03.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup04.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup04.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup04.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup04.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup05.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup05.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup05.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup05.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup06a.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup06a.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup06a.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup06a.png diff --git a/ai-vector-emmbeding-python/lab0-setup/images/pythonsetup06b.png b/ai-vector-embedding-python/lab0-setup/images/pythonsetup06b.png similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/images/pythonsetup06b.png rename to ai-vector-embedding-python/lab0-setup/images/pythonsetup06b.png diff --git a/ai-vector-emmbeding-python/lab0-setup/python_setup.md b/ai-vector-embedding-python/lab0-setup/python_setup.md similarity index 100% rename from ai-vector-emmbeding-python/lab0-setup/python_setup.md rename to ai-vector-embedding-python/lab0-setup/python_setup.md diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/image-sentencetransformer-02b.png b/ai-vector-embedding-python/lab1-tabs/images/image-sentencetransformer-02b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/image-sentencetransformer-02b.png rename to ai-vector-embedding-python/lab1-tabs/images/image-sentencetransformer-02b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere01a.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere01a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere01a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere01a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere01b.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere01b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere01b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere01b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere02.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere02.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere02.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere02.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere03.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere03.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere03.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere03.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere04.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere04.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere04.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere04.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere05a.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere05a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere05a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere05a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere05b.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere05b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere05b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere05b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere06.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere06.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere06.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere06.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere07.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere07.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere07.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere07.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere08.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere08.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere08.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere08.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere09.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere09.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere09.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere09.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere10.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere10.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere10.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere10.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere11.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere11.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere11.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere11.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere12.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere12.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere12.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere12.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere13.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere13.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere13.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere13.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere14.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere14.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere14.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere14.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere15.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere15.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere15.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere15.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere16.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere16.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere16.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere16.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere17.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohere17.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohere17.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohere17.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherefreekey0.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncoherefreekey0.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherefreekey0.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncoherefreekey0.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherefreekey1.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncoherefreekey1.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherefreekey1.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncoherefreekey1.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohereimports.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohereimports.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohereimports.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohereimports.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherepostembedmodel.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncoherepostembedmodel.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherepostembedmodel.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncoherepostembedmodel.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherepreembdedmodel.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncoherepreembdedmodel.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncoherepreembdedmodel.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncoherepreembdedmodel.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncoheresqlcodeblock.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncoheresqlcodeblock.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncoheresqlcodeblock.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncoheresqlcodeblock.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythoncohereunamepasswd.png b/ai-vector-embedding-python/lab1-tabs/images/pythoncohereunamepasswd.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythoncohereunamepasswd.png rename to ai-vector-embedding-python/lab1-tabs/images/pythoncohereunamepasswd.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed01a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed01a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed01a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed01a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed01b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed01b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed01b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed01b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed02a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed02a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed02a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed02a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed02b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed02b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed02b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed02b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed03.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed03.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed03.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed03.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed04.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed04.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed04.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed04.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed05.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed05.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed05.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed05.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed06.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed06.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed06.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed06.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed07.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed07.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed07.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed07.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed08.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed08.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed08.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed08.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed09a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed09a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed09a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed09a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed09b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed09b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed09b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed09b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed10.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed10.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed10.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed10.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed11.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed11.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed11.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed11.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed12.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed12.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed12.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed12.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed13.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed13.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed13.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed13.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed14.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed14.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed14.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed14.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed14b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed14b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed14b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed14b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed15.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed15.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed15.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed15.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed16.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed16.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed16.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed16.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed17.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembed17.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembed17.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembed17.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpostdisk.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpostdisk.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpostdisk.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpostdisk.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpostembedmodel.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpostembedmodel.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpostembedmodel.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpostembedmodel.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpredisk.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpredisk.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpredisk.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpredisk.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpreembedmodel.png b/ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpreembedmodel.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonfastembedpreembedmodel.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonfastembedpreembedmodel.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai01.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai01.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai01.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai01.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai02.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai02.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai02.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai02.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai03.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai03.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai03.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai03.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai04.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai04.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai04.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai04.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai05.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai05.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai05.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai05.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai06a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai06a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai06a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai06a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai06b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai06b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai06b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai06b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai07.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai07.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai07.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai07.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai08a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai08a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai08b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai08b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08c.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai08c.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai08c.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai08c.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai09.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai09.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai09.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai09.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai10a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai10a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai10a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai10a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai10b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai10b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai10b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai10b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai11.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai11.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai11.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai11.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai12.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai12.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai12.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai12.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai13.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai13.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai13.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai13.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai14.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai14.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai14.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai14.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai15.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai15.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai15.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai15.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai16.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai16.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai16.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai16.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai17.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai17.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai17.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai17.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai18a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai18a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai18b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai18b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18c.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai18c.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18c.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai18c.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18d.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenai18d.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenai18d.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenai18d.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipost.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenaipost.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipost.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenaipost.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipre.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenaipre.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipre.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenaipre.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipricing.png b/ai-vector-embedding-python/lab1-tabs/images/pythonopenaipricing.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonopenaipricing.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonopenaipricing.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr01a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr01a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr01a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr01a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr02a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr02a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr02a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr02a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr02b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr02b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr02b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr02b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr03.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr03.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr03.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr03.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr04.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr04.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr04.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr04.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr05.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr05.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr05.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr05.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr06.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr06.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr06.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr06.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr07.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr07.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr07.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr07.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr08.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr08.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr08.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr08.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr09.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr09.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr09.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr09.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr09first.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr09first.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr09first.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr09first.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr10.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr10.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr10.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr10.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr11.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr11.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr11.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr11.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr12.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr12.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr12.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr12.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr13.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr13.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr13.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr13.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr14.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr14.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr14.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr14.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr15a.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr15a.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr15a.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr15a.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr15b.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr15b.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr15b.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr15b.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr16.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr16.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr16.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr16.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr17.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr17.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr17.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr17.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr18.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfr18.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfr18.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfr18.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfrpostdisk.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfrpostdisk.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfrpostdisk.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfrpostdisk.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfrpredisk.png b/ai-vector-embedding-python/lab1-tabs/images/pythonsentfrpredisk.png similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/images/pythonsentfrpredisk.png rename to ai-vector-embedding-python/lab1-tabs/images/pythonsentfrpredisk.png diff --git a/ai-vector-emmbeding-python/lab1-tabs/similarity_search_cohere.py b/ai-vector-embedding-python/lab1-tabs/similarity_search_cohere.py similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/similarity_search_cohere.py rename to ai-vector-embedding-python/lab1-tabs/similarity_search_cohere.py diff --git a/ai-vector-emmbeding-python/lab1-tabs/tabs.md b/ai-vector-embedding-python/lab1-tabs/tabs.md similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/tabs.md rename to ai-vector-embedding-python/lab1-tabs/tabs.md diff --git a/ai-vector-emmbeding-python/lab1-tabs/vectorize_table_cohere.py b/ai-vector-embedding-python/lab1-tabs/vectorize_table_cohere.py similarity index 100% rename from ai-vector-emmbeding-python/lab1-tabs/vectorize_table_cohere.py rename to ai-vector-embedding-python/lab1-tabs/vectorize_table_cohere.py diff --git a/ai-vector-emmbeding-python/workshops/sandbox/index.html b/ai-vector-embedding-python/workshops/sandbox/index.html similarity index 100% rename from ai-vector-emmbeding-python/workshops/sandbox/index.html rename to ai-vector-embedding-python/workshops/sandbox/index.html diff --git a/ai-vector-emmbeding-python/workshops/sandbox/manifest.json b/ai-vector-embedding-python/workshops/sandbox/manifest.json similarity index 100% rename from ai-vector-emmbeding-python/workshops/sandbox/manifest.json rename to ai-vector-embedding-python/workshops/sandbox/manifest.json