app-ea4all-sprint-5-apm-agentic-routing-fallback-self-correction-streaming-deploy-live-docker

Dockerfile

@@ -20,6 +20,8 @@ RUN --mount=type=secret,id=LANGCHAIN_API_KEY,mode=0444,required=true
 # HF private spaces token access
 RUN --mount=type=secret,id=HUGGINGFACEHUB_API_TOKEN,mode=0444,required=true \
     cat /run/secrets/HUGGINGFACEHUB_API_TOKEN > /home/user/cli_token
+# Azure BING Search AI API
+RUN --mount=type=secret,id=BING_SUBSCRIPTION_KEY,mode=0444,required=true
 
 RUN pip install -U "huggingface_hub[cli]" 
 RUN git init & git config --global credential.helper store

README.md

@@ -18,9 +18,9 @@ Empower people with ability to harness the value of Enterprise Architecture thro
 
 `Trigger`: How disruptive may Generative AI be for Enterprise Architecture Capability (People, Process and Tools)? \n
 `Motivation`: Master GenAI while disrupting Enterprise Architecture to empower individuals and organisations with ability to harness EA value and make people lives better, safer and more efficient. \n
-`Ability`: Exploit my carrer background and skillset across areas such as development, business accumen, innovation and architecture to accelerate GenAI exploration. \n\n
+`Ability`: Exploit my carrer background and skillset across system development, business accumen, innovation and architecture to accelerate GenAI exploration. \n\n
 
-> That's how the `EA4ALL-Agentic system` was born and ever since continuously evolving as a result of this exploration journey.
+> That's how the `EA4ALL-Agentic system` was born and ever since continuously evolving.
 
 ## Benefits
 
@@ -35,7 +35,7 @@ Empower people with ability to harness the value of Enterprise Architecture thro
 
 ## Knowledge context
 
-Synthetic datasets are used to exemplify the Agentic System capabilities.
+Synthetic dataset is used to exemplify the Agentic System capabilities.
 
 ### IT Landscape Question and Answering
 
@@ -49,11 +49,6 @@ Synthetic datasets are used to exemplify the Agentic System capabilities.
         - Business capability
         - Business domain
         - Description  
-
-    - Bring Your Own Data: upload your own IT landscape data
-        - Application Portfolio Management
-            - xlsx tabular format
-            - first row (header) with fields name (colums)
     
 ### Architecture Diagram Visual Question and Answering
 
@@ -96,19 +91,19 @@ Synthetic datasets are used to exemplify the Agentic System capabilities.
         - Llama
     
     - Hierarchical-Agent-Teams: 
-        - Tabular-question-answering over your own document
+        - Tabular-question-and-answering
         - Supervisor
         - Visual Questions Answering 
         - Diagram Component Analysis
         - Risk & Vulnerability and Mitigation options
-        - Well-Architecture Design Assessment
-        - Vision and Target Architecture
+        - Well-Architected Design Assessment
+        - Vision and Target Reference Architecture
     
     - User Interface
         - Gradio
 
     - Hosting: Huggingface Space
-
+    
 ## Agentic System Architecture
 ![Agent System Container](images/ea4all_agent_container.png)
 

requirements.txt

@@ -1,19 +1,21 @@
+faiss-cpu==1.8.0.post1
 gradio==4.29.0
-gradio_client==0.16.1
-faiss-cpu==1.7.4
+graphviz==0.20.3
+huggingface-hub==0.24.2
+jq==1.7.0
+langchain==0.2.11
+langchain-community==0.2.10
+langchain-core==0.2.23
+langchain-experimental==0.0.63
+langchain-huggingface==0.0.3
+langchain-openai==0.1.17
+langchain-text-splitters==0.2.2
+langchainhub==0.1.20
+langgraph==0.1.14
+langsmith==0.1.93
+openai==1.37.1
+openpyxl==3.1.5
 pandas==2.2.2
-filetype
-openpyxl
-python-dotenv
-tiktoken
-langgraph
-langsmith
-graphviz
-langchain
-langchain-community
-langchain-core
-langchain-experimental
-langchain-openai
-langgraph
-langsmith
-openai
+pydantic==2.8.2
+pydantic_core==2.20.1
+tiktoken==0.7.0