Merge branch 'dev'

Author: guimou

.github/.wordlist.txt

@@ -27,6 +27,7 @@ cd
 centric
 cephfs
 Chase
+chatbot
 ChatGPT
 ChatOps
 Chris
@@ -37,6 +38,7 @@ cls
 CMD
 config
 Config
+Containerfile
 courseware
 cpu
 CreateNamespace
@@ -123,7 +125,9 @@ jsonpath
 jupyter
 Jupyter
 JupyterLab
+KServe
 kubectl
+Kubeflow
 kubernetes
 linter
 llm
@@ -144,6 +148,11 @@ MinIO
 mistralai
 mn
 mockups
+modelCar
+Modelcar
+ModelCar
+Modelcars
+ModelCars
 modelmesh
 ModelMesh
 modelresults
@@ -160,6 +169,7 @@ ods
 ojsonpath
 ok
 onnx
+OpenAI
 opencv
 OpenCV
 openshift
@@ -194,11 +204,14 @@ py
 pytorch
 Pytorch
 quantized
+Qwen
+qwen
 rbac
 README
 readonly
 recog
 redhat
+RedHatAI
 repo
 repoURL
 RespectIgnoreDifferences
@@ -216,6 +229,7 @@ RoboFlow
 rollout
 runtime
 RWX
+SDK
 selfHeal
 Serverless
 src
@@ -249,6 +263,7 @@ unopinionated
 url
 userX
 vectordb
+VectorDB
 venv
 vscode
 VSCode

.github/workflows/publish.yml

@@ -19,9 +19,10 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
-
+        with:
+          ref: main
       - name: Install Node.js
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@v4
         with:
           node-version: '18'
 
@@ -39,13 +40,16 @@ jobs:
           ls -alR .
 
       - name: Setup Pages
-        uses: actions/configure-pages@v3
-
+        uses: actions/configure-pages@v4
+      - name: find where the files are
+        run: |
+          pwd
+          #ls -alR .
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v3
         with:
           path: content/www
 
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v4
+        uses: actions/deploy-pages@v4

.github/workflows/spelling_action.yml

@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Spellcheck
         uses: rojopolis/spellcheck-github-actions@v0
@@ -21,7 +21,7 @@ jobs:
           output_file: spellcheck-output.txt
 
       - name: Upload artifact
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         if: '!cancelled()' # Do not upload artifact if job was cancelled
         with:
           name: Spellcheck Output

README.md

@@ -1,23 +1,23 @@
-# OpenShift AI Unleashed: Transforming Claims Processing for Maximum Efficiency!
+# Parasol Insurance Workshop
 
 ## Introduction
 
-This repository contains the code, instructions, resources and materials associated with the Lab called **OpenShift AI Unleashed: Transforming Claims Processing for Maximum Efficiency!**.
+This repository contains the code, instructions, resources and materials associated with the Lab called **Parasol Insurance Workshop**.
 
 To consult the static version of the instructions, please use [this URL](https://rh-aiservices-bu.github.io/parasol-insurance/)
 
 If you want to participate in the creation and update of this content, please consult the sections below.
 
 <details>
-  <summary>Display Development-centric information</summary>
+  <summary>Workshop development information</summary>
 
 ## General Development Information
 
 ### Working with this repo
 
 - `main` branch is the one used for production. That's where the Prod and Test catalog items from [demo.redhat.com](https://demo.redhat.com) point to (instructions, materials used,...).
 - `dev` branch is for development. That's where the Dev catalog item points to.
-- Branches are made from `dev` (hot fixes could be made from `main` if really needed).
+- Use a branch from `dev`as much as possible for feature development or bug fixes.
 - When ready, PRs should be made to `dev`. Once all features, bug fixes,... are checked in and tested for a new release, another PR will be made from `dev` to `main`.
 - Branches must be prefixed with `/feature` (example `feature/new-pipeline-instructions`), `bugfix`, or other meaningful info.
 - Add your name/handle in the branch name if needed to avoid confusion.
@@ -48,7 +48,7 @@ Useful link: [https://redhat-scholars.github.io/build-course/rhs-build-course/de
 
 - Python 3.11
 - Nodejs > 18
-- An existing instance of Hugging Face TGI with a loaded model available at `INFERENCE_SERVER_URL`. This application is based on Mistral-TB Prompt format. You will need to modify this format if you are using a different model.
+- An existing instance of an LLM served through an OpenAI compatible API at `INFERENCE_SERVER_URL`. This application is based on Granite-3.1-8B-Instruct Prompt format. You will need to modify this format if you are using a different model.
 
 ### Installation
 
@@ -114,9 +114,9 @@ done
 </details>
 
 <details>
-  <summary>Links for Summit event environment assignment</summary>
+  <summary>Demo environment information</summary>
 
-- URL for all labs: [https://one.demo.redhat.com/](https://one.demo.redhat.com/)
+- URL: [https://catalog.demo.redhat.com/](https://catalog.demo.redhat.com/)
 - Search for `parasol`
 
 </details>

app/backend/Pipfile

@@ -9,23 +9,27 @@ verify_ssl = false
 name = "pytorch"
 
 [packages]
-langchain = "==0.1.15"
-openai = "==1.17.0"
-pymilvus = "~=2.4.0"
-einops = "~=0.7.0"
-sentence_transformers = "~=2.6.1"
-boto3 = "~=1.34.81"
-fastapi = "~=0.110.1"
-httpx = "~=0.27.0"
+langchain = "==0.3.1"
+langchain-community = "==0.3.1"
+langchain-milvus = "==0.1.5"
+langchain-huggingface = "==0.1.0"
+einops = "==0.8.0"
+openai = "==1.47.1"
+pymilvus = "==2.4.6"
+sentence_transformers = "==3.1.1"
+text_generation = "==0.7.0"
+boto3 = "==1.34.162"
+fastapi = "~=0.115.2"
+httpx = "~=0.27.2"
 python-dotenv = "~=1.0.1"
 psycopg2-binary = "~=2.9.9"
-uvicorn = "~=0.29.0"
-websockets = "~=12.0"
-python-multipart = "0.0.9"
+uvicorn = "~=0.31.1"
+websockets = "~=13.1"
+python-multipart = "0.0.12"
 torch = {version = "==2.2.2+cpu", index = "pytorch"}
 
 [dev-packages]
-"watchdog[watchmedo]" = "~=4.0.0"
+"watchdog[watchmedo]" = "~=5.0.3"
 black = "*"
 
 [requires]