Merge pull request #320 from isingh09/main

updating website pages and publish yaml

.github/workflows/docbuild.yml

@@ -0,0 +1,16 @@
+name: Publish Website
+on:
+  release:
+    types: [published]
+  workflow_dispatch:
+jobs:
+    publish:
+        runs-on: ubuntu-latest
+        steps:
+        - uses: actions/checkout@v4
+        - uses: actions/setup-python@v4
+          with:
+            python-version: 3.11
+        - run: pip install mkdocs-material
+        - run: pip install mkdocs-minify-plugin
+        - run: mkdocs gh-deploy --force

docs/agents/function-calling/function_calling_with_converse/function_calling_with_converse.md

@@ -4,7 +4,7 @@ tags:
 ---
 <!-- <h2>How to do function calling with the Converse API</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents/function-calling/function_calling_with_converse/function_calling_with_converse.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/function-calling/function_calling_with_converse/function_calling_with_converse.ipynb){:target="_blank"}"
 
 <h2>Overview</h2>
 

docs/agents/function-calling/function_calling_with_invoke/function_calling_model_with_invoke.md

@@ -5,7 +5,7 @@ tags:
 
 <!-- <h2>How to do function calling using InvokeModel API and model-specific prompting</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents/function-calling/function_calling_with_invoke/function_calling_model_specific.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/function-calling/function_calling_with_invoke/function_calling_model_specific.ipynb){:target="_blank"}"
 
 <h2>Overview</h2>
 

docs/agents/function-calling/return_of_control/return_of_control.md

@@ -6,7 +6,7 @@ tags:
 
 <!-- <h2>How to work with Return of Control (ROC)</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents/function-calling/return_of_control/return_of_control.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/function-calling/return_of_control/return_of_control.ipynb){:target="_blank"}"
 
 <h2>Overview</h2>
 

docs/agents/function-calling/tool_binding/tool_bindings.md

@@ -7,7 +7,7 @@ tags:
 
 <!-- <h2>How to work with tools bindings</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/release/v2/agents/function-calling/tool_binding/tool_bindings.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/function-calling/tool_binding/tool_bindings.ipynb){:target="_blank"}"
 
 <h2>Overview</h2>
 

docs/agents/introduction-to-agents/how_to_create_custom_agents.md

@@ -7,7 +7,7 @@ tags:
 <!-- <h2>How to create your own Custom Agents</h2> -->
 
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/agents/introduction-to-agents/how_to_create_custom_agents.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/introduction-to-agents/how_to_create_custom_agents.ipynb){:target="_blank"}"
 
 
 <h2>Overview</h2>

docs/agents/introduction-to-agents/how_to_create_multi_agents_from_custom_agents.md

@@ -8,7 +8,7 @@ tags:
 <!-- <h2>How to create your Multi Agent System with Custom Agents</h2> -->
 
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/agents/introduction-to-agents/how_to_create_multi_agents_from_custom_agents.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/agents-and-function-calling/introduction-to-agents/how_to_create_multi_agents_from_custom_agents.ipynb){:target="_blank"}"
 
 
 <h2>Overview</h2>

docs/introduction-to-bedrock/converse_api/01_converse_api.md

@@ -4,7 +4,7 @@ tags:
 ---
 <!-- <h2> How to work with Converse API in Amazon Bedrock - Getting Started. </h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/tree/main/introduction-to-bedrock/bedrock_apis/01_converse_api.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/introduction-to-bedrock/converse_api/01_converse_api.ipynb){:target="_blank"}"
 
 <h2> Overview </h2>
 

docs/rag/open-source/chatbots/qa_chatbot_langchain_bedrock.md

@@ -13,7 +13,7 @@ tags:
 
 <!-- <h2>RAG chatbot using Amazon Bedrock and LangChain</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-sorce/chatbots/qa_chatbot_langchain_bedrock.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-source/chatbots/qa_chatbot_langchain_bedrock.ipynb){:target="_blank"}"
 
 <h2>Overview</h2>
 

docs/rag/open-source/chunking/rag_chunking_strategies_langchain_bedrock.md

@@ -14,7 +14,7 @@ tags:
 
 <!-- <h2>Chunking strategies for RAG applications</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-sorce/chunking/qrag_chunking_strategies_langchain_bedrock.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-source/chunking/rag_chunking_strategies_langchain_bedrock.ipynb){:target="_blank"}"
 
 **A quick Recap of RAG**
 

docs/rag/open-source/knowledge-base-with-opensource/0_how_to_create_index_and_ingest_documents_in_knowledge_base.md

@@ -1,12 +1,9 @@
-<style>
-  .md-typeset h1,
-  .md-content__button {
-    display: none;
-  }
-</style>
+---
+tags:
+    - RAG/ Data-Ingestion
+---
 
-
-<h2>How to create index and ingest documents in Amazon Bedrock Knowledge Base</h2>
+<!-- <h2>How to create index and ingest documents in Amazon Bedrock Knowledge Base</h2> -->
 
 
 !!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/rag/open-source/knowledge-base-with-opensource/0_how_to_create_index_and_ingest_documents_in_knowledge_base.ipynb){:target="_blank"}"

docs/rag/open-source/vector_stores/rag_langchain_bedrock_opensearch.md

@@ -14,7 +14,7 @@ tags:
 
 <h2> Build RAG solution with LangChain and Amazon Bedrock using OpenSearch Serverless</h2> -->
 
-!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-sorce/vector_stores/rag_langchain_bedrock_opensearch.ipynb){:target="_blank"}"
+!!! tip inline end "[Open in github](https://github.com/aws-samples/amazon-bedrock-samples/blob/main/rag/open-source/vector_stores/rag_langchain_bedrock_opensearch.ipynb){:target="_blank"}"
 
 This notebook provides sample code for building a RAG solution using LangChain and Amazon Bedrock using OpenSearch Serverless.
 

mkdocs.yml

@@ -114,16 +114,17 @@ nav:
         - Converse API Example: './introduction-to-bedrock/converse_api/01_converse_api.md'
     - Agents:
       - Create Agent Examples:
-        - How to create an Agent: './agents-and-function-calling/introduction-to-agents-and-function-calling/how_to_create_custom_agents.md'
+        - How to create an Agent: './agents/introduction-to-agents/how_to_create_custom_agents.md'
       - Multi Agent:
-        - Multi Agent Orchestration: './agents-and-function-calling/introduction-to-agents-and-function-calling/how_to_create_multi_agents_from_custom_agents.md'
+        - Multi Agent Orchestration: './agents/introduction-to-agents/how_to_create_multi_agents_from_custom_agents.md'
       - Function Calling:
-        - Function Calling with Converse: './agents-and-function-calling/function-calling/function_calling_with_converse/function_calling_with_converse.md'
-        - Function Calling with Invoke: './agents-and-function-calling/function-calling/function_calling_with_invoke/function_calling_model_with_invoke.md'
-        - Return of Control: './agents-and-function-calling/function-calling/return_of_control/return_of_control.md'
-        - Tool Binding: './agents-and-function-calling/function-calling/tool_binding/tool_bindings.md'
+        - Function Calling with Converse: './agents/function-calling/function_calling_with_converse/function_calling_with_converse.md'
+        - Function Calling with Invoke: './agents/function-calling//function_calling_with_invoke/function_calling_model_with_invoke.md'
+        - Return of Control: './agents/function-calling/return_of_control/return_of_control.md'
+        - Tool Binding: './agents/function-calling/tool_binding/tool_bindings.md'
     - RAG:
-      # - Knowledge Bases: './agents-and-function-calling/function-calling/function_calling_with_converse/function_calling_with_converse.md'
+      # - Knowledge Bases:
+      #   - OpenSearch Data Ingestion: './rag/open-source/knowledge-base-with-opensource/0_how_to_create_index_and_ingest_documents_in_knowledge_base.md'
       - Open Source:
         - Chatbot using Langchain: './rag/open-source/chatbots/qa_chatbot_langchain_bedrock.md'
         - Chunking strategies for RAG applications: './rag/open-source/chunking/rag_chunking_strategies_langchain_bedrock.md'
@@ -137,12 +138,8 @@ nav:
       - Text Translation with Converse:  './genai-use-cases/text-generation/how_to_work_with_text_translation_w_bedrock.md'
       - Text summarization with Converse:  './genai-use-cases/text-generation/how_to_work_with_text-summarization-titan+claude.md'
       - Generate Bulk Emails with Batch Inference:  './genai-use-cases/text-generation/how_to_work_with_batch_example_for_multi_threaded_invocation.md'
-    # - Agents: 'general/license.md'
-    # - KB: 'general/license.md'
-    # - End-to-end examples: 'general/license.md'
     # - Governance: 'general/license.md'
     # - Observability: 'general/license.md'
     # - Data access control: 'general/license.md'
-    # - Applications examples: 'general/license.md'
   - Tags: 'general/tags.md'
   - License: 'general/license.md'