Merge pull request #380 from ashchenn/ashchenn_update

Updated TextGen module. Updated KB module

Author: w601sxs

01_Text_generation/01_text_and_code_generation_w_bedrock.ipynb

@@ -49,21 +49,7 @@
  "source": [
  "### Pre-requisites\n",
  "This notebook requires permissions to:\n",
- "- Access **Amazon Bedrock**.\n",
- "\n",
- "<div class=\"alert alert-block alert-info\">\n",
- "<b>Note:</b> Please make sure to enable the following models in your Amazon Bedrock Console before running this notebook:\n",
- "<ul>\n",
- " <li>Anthropic Claude 3.7 Sonnet</li>\n",
- " <li>Anthropic Claude 3.5 Sonnet</li>\n",
- " <li>Anthropic Claude 3.5 Haiku</li>\n",
- " <li>Amazon Nova Pro</li>\n",
- " <li>Amazon Nova Micro</li>\n",
- " <li>DeepSeek-R1</li>\n",
- " <li>Meta LLama 3.1 70B Instruct</li>\n",
- "</ul>\n",
- "This notebook uses these models to demonstrate various capabilities of the Amazon Bedrock APIs.\n",
- "</div>"
+ "- Access **Amazon Bedrock**.\n"
  ]
  },
  {
@@ -125,7 +111,6 @@
  " \"Claude 3.5 Haiku\": \"us.anthropic.claude-3-5-haiku-20241022-v1:0\",\n",
  " \"Amazon Nova Pro\": \"us.amazon.nova-pro-v1:0\",\n",
  " \"Amazon Nova Micro\": \"us.amazon.nova-micro-v1:0\",\n",
- " \"DeepSeek-R1\": \"us.deepseek.r1-v1:0\",\n",
  " \"Meta Llama 3.1 70B Instruct\": \"us.meta.llama3-1-70b-instruct-v1:0\"\n",
  "}"
  ]

02_Knowledge_Bases_and_RAG/1_create-kb-and-ingest-documents.ipynb

@@ -90,7 +90,7 @@
  "metadata": {},
  "outputs": [],
  "source": [
- "%pip install --force-reinstall -q -r ./requirements.txt"
+ "%pip install --force-reinstall --no-deps -r ./requirements.txt"
  ]
  },
  {
@@ -160,7 +160,7 @@
  "s3_client = boto3.client('s3')\n",
  "\n",
  "# Define names for AOSS, Bedrock, and S3 resources\n",
- "resource_suffix = random.randrange(100, 999)\n",
+ "resource_suffix = random.randrange(100, 99999)\n",
  "s3_bucket_name = f\"bedrock-kb-{aws_region}-{resource_suffix}\"\n",
  "aoss_collection_name = f\"bedrock-kb-collection-{resource_suffix}\"\n",
  "aoss_index_name = f\"bedrock-kb-index-{resource_suffix}\"\n",