change embedding model. ROOT move to HF embeddings

.github/workflows/dev-ci-cd.yaml

@@ -4,7 +4,6 @@ on:
   push:
     branches:
       - main
-      - dev-root
 jobs:
   deploy-dev-system:
     runs-on: ubuntu-latest
@@ -88,20 +87,20 @@ jobs:
       # stop any existing docker compose that's running
       - name: Stop Docker Compose
         run: |
-          ssh submit-t3desk 'bash -s' < ${{ github.workspace }}/deploy/dev/dev-stop.sh
+          ssh submit06 'bash -s' < ${{ github.workspace }}/deploy/dev/dev-stop.sh
 
       # copy repository to machine
       - name: Copy Repository
         run: |
-          rsync -e ssh -r ${{ github.workspace}}/* --exclude .git/ --delete submit-t3desk:~/A2rchi-dev/
+          rsync -e ssh -r ${{ github.workspace}}/* --exclude .git/ --delete submit06:~/A2rchi-dev/
 
       # run deploy script
       - name: Run Deploy Script
         run: |
           export tag="${GITHUB_REF#refs/heads/}"
           export tag="${tag//\//-}.${GITHUB_SHA}"
           sed -i "s/BASE_TAG/${tag}/" ${{ github.workspace }}/deploy/dev/dev-install.sh
-          ssh submit-t3desk 'bash -s' < ${{ github.workspace }}/deploy/dev/dev-install.sh
+          ssh submit06 'bash -s' < ${{ github.workspace }}/deploy/dev/dev-install.sh
 
       # clean up secret files
       - name: Remove Secrets from Runner

config/prod-config.yaml

@@ -104,7 +104,7 @@ utils:
       HuggingFaceEmbeddings:
         class: HuggingFaceEmbeddings
         kwargs:
-          model_name: "sentence-transformers/all-mpnet-base-v2"
+          model_name: sentence-transformers/all-MiniLM-L6-v2 #"sentence-transformers/all-mpnet-base-v2"
           model_kwargs:
             device: 'cpu'
           encode_kwargs: 

config/prod-meta-config.yaml

@@ -32,7 +32,7 @@ chains:
     ROLES: 
       - User
       - A2rchi
-      - Expert 
+      - Expert
     #logging within base chain
     logging:
       #name of .log logfile to be saved in data folder.  
@@ -103,7 +103,7 @@ utils:
       HuggingFaceEmbeddings:
         class: HuggingFaceEmbeddings
         kwargs:
-          model_name: "sentence-transformers/all-mpnet-base-v2"
+          model_name: sentence-transformers/all-MiniLM-L6-v2 #"sentence-transformers/all-mpnet-base-v2"
           model_kwargs:
             device: 'cpu'
           encode_kwargs: 

config/prod-root-config.yaml

@@ -28,6 +28,7 @@ chains:
     - empty.list
     - miscellanea.list
     - root-docs.list
+    - root-tutorial.list
     # - root-forum.list
   base:
     # roles that A2rchi knows about
@@ -94,7 +95,7 @@ utils:
     reset_collection: True           # reset the entire collection each time it is accessed by a new data manager instance
   embeddings:
     # choose one embedding from list below
-    EMBEDDING_NAME: OpenAIEmbeddings
+    EMBEDDING_NAME: HuggingFaceEmbeddings
     # list of possible embeddings to use in vectorstore
     EMBEDDING_CLASS_MAP:
       OpenAIEmbeddings:
@@ -105,7 +106,7 @@ utils:
       HuggingFaceEmbeddings:
         class: HuggingFaceEmbeddings
         kwargs:
-          model_name: "sentence-transformers/all-mpnet-base-v2"
+          model_name: sentence-transformers/all-MiniLM-L6-v2 #"sentence-transformers/all-mpnet-base-v2" is best but currently not working
           model_kwargs:
             device: 'cpu'
           encode_kwargs: 

config/root-docs.list

@@ -1 +1,46 @@
 https://root.cern/install
+https://root.cern/manual/object_ownership
+https://root.cern/
+https://root.cern/manual/io_custom_classes
+https://root.cern/manual/integrate_root_into_my_cmake_project
+https://root.cern/manual/cling
+https://root.cern/manual
+https://root.cern/manual/io
+https://root.cern/primer
+https://root.cern/reference/
+https://root.cern/manual/data_frame
+https://root.cern/manual/histograms
+https://root.cern/reference
+https://root.cern/tutorials/
+https://root.cern/manual/math
+https://root.cern/manual/root_files
+https://root.cern/manual/functional_parts
+https://root.cern/topical
+https://root.cern/for_developers
+https://root.cern/manual/basics
+https://root.cern/manual/python
+https://root.cern/primer/
+https://root.cern/blog
+https://root.cern/manual/roofit
+https://root.cern/about
+https://root.cern/manual/signal_slot
+https://root.cern/manual/jsroot
+https://root.cern/manual/embed_root_in_gui
+https://root.cern/cling/
+https://root.cern/manual/fitting
+https://root.cern/get_started
+https://root.cern/cling
+https://root.cern/manual/root_architecture_and_components
+https://root.cern/manual/first_steps_with_root
+https://root.cern/manual/graphs
+https://root.cern/manual/multi_threading
+https://root.cern/manual/trees
+https://root.cern/contribute
+https://root.cern/manual/creating_a_user_application
+https://root.cern/manual/root_collections
+https://root.cern/manual/physics_vectors
+https://root.cern/manual/geometry
+https://root.cern/topical/
+https://root.cern/manual/root_macros_and_shared_libraries
+https://root.cern/manual/graphics
+https://root.cern/manual/tmva