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tested and updated genai notebooks
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EC2 Default User committed Apr 5, 2024
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64 changes: 33 additions & 31 deletions notebooks/GenAI/AWS_Bedrock_Intro.ipynb
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"tags": []
},
"source": [
"![bedrock_overview](../../../docs/images/bedrock_page.png)"
"![bedrock_overview](../../docs/images/bedrock_page.png)"
]
},
{
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"- Titan Embeddings G1 - Text\n",
"- Claude (need to submit a use case)\n",
"\n",
"You are only charged when you use the model unlike jumpstart where you turn on an endpoint and are charged as long as its running, more detail can be found [here](https://aws.amazon.com/bedrock/pricing/)."
"You are only charged when you use the model unlike jumpstart where you turn on an endpoint and are charged as long as its running, more detail can be found [here](https://aws.amazon.com/bedrock/pricing/).\n",
"\n",
"**Warning:** Do not forget to opt out of sharing your data before requesting access to this models!"
]
},
{
Expand All @@ -95,7 +97,7 @@
"tags": []
},
"source": [
"![bedrock_models](../../../docs/images/bedrock_model_access.png)"
"![bedrock_models](../../docs/images/bedrock_model_access.png)"
]
},
{
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"id": "8f8c3521-ca5a-4c74-bc44-6ee18261db97",
"metadata": {},
"source": [
"![bedrock_chat_playground_1](../../../docs/images/bedrock_chat_playground_1.png)"
"![bedrock_chat_playground_1](../../docs/images/bedrock_chat_playground_1.png)"
]
},
{
Expand All @@ -143,7 +145,7 @@
"id": "51e613aa-de17-4344-91fe-e65497364a2d",
"metadata": {},
"source": [
"![bedrock_chat_playground_2](../../../docs/images/bedrock_chat_playground_2.png)"
"![bedrock_chat_playground_2](../../docs/images/bedrock_chat_playground_2.png)"
]
},
{
Expand All @@ -162,7 +164,7 @@
"id": "1210bcc7-7084-414e-bc67-ec5a712c54fa",
"metadata": {},
"source": [
"![bedrock_chat_playground_4](../../../docs/images/bedrock_chat_playground_4.png)"
"![bedrock_chat_playground_4](../../docs/images/bedrock_chat_playground_4.png)"
]
},
{
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"tags": []
},
"source": [
"![bedrock_chat_playground_3](../../../docs/images/bedrock_chat_playground_3.png)"
"![bedrock_chat_playground_3](../../docs/images/bedrock_chat_playground_3.png)"
]
},
{
Expand All @@ -227,7 +229,7 @@
"source": [
"### Load in data\n",
"\n",
"Below we are creating a bucket to store our articles, then we will copy the metadata from the PubMed bucket and parse that to only list the path of the first 100 articles within that bucket. The last step will be to copy those articles to our bucket."
"Below we are creating a bucket to store our articles, then we will copy the metadata from the PubMed bucket and parse that to only list the path of the first 50 articles within that bucket. The last step will be to copy those articles to our bucket."
]
},
{
Expand All @@ -239,12 +241,12 @@
"source": [
"#make bucket, dont forget to add your own bucket name\n",
"bucket = 'pubmed-chat-docs'\n",
"!aws s3 mb s3://{bucket}\n"
"!aws s3 mb s3://{bucket}"
]
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 1,
"id": "cbfffd09-7983-419b-a081-7f1cd7e98736",
"metadata": {
"tags": []
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"import pandas as pd\n",
"import os\n",
"df = pd.read_csv('oa_comm.filelist.csv')\n",
"#first 100 files\n",
"first_100=df[0:100]\n",
"#first 50 files\n",
"first_50=df[0:50]\n",
"#save new metadata\n",
"first_100.to_csv('oa_comm.filelist_100.csv', index=False)"
"first_50.to_csv('oa_comm.filelist_100.csv', index=False)"
]
},
{
Expand All @@ -289,7 +291,7 @@
"source": [
"import os\n",
"#gather path to files in bucket\n",
"for i in first_100['Key']:\n",
"for i in first_50['Key']:\n",
" os.system(f'aws s3 cp s3://pmc-oa-opendata/{i} s3://{bucket}/docs/ --sse')"
]
},
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"tags": []
},
"source": [
"![bedrock_knowledgebase_1](../../../docs/images/bedrock_knowledgebase_1.png)"
"![bedrock_knowledgebase_1](../../docs/images/bedrock_knowledgebase_1.png)"
]
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{
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{
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"![bedrock_knowledgebase_3](../../docs/images/bedrock_knowledgebase_3.png)"
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{
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{
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"tags": []
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"![bedrock_knowledgebase_6](../../../docs/images/bedrock_knowledgebase_6.png)"
"![bedrock_knowledgebase_6](../../docs/images/bedrock_knowledgebase_6.png)"
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"![bedrock_knowledgebase_7](../../docs/images/bedrock_knowledgebase_7.png)"
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"![bedrock_knowledgebase_8](../../../docs/images/bedrock_knowledgebase_8.png)"
"![bedrock_knowledgebase_8](../../docs/images/bedrock_knowledgebase_8.png)"
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"![bedrock_knowledgebase_9](../../docs/images/bedrock_knowledgebase_9.png)"
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"![bedrock_agents_1](../../../docs/images/bedrock_agents_1.png)"
"![bedrock_agents_1](../../docs/images/bedrock_agents_1.png)"
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"![bedrock_agents_3](../../../docs/images/bedrock_agents_3.png)"
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"![bedrock_agents_7](../../docs/images/bedrock_agents_7.png)"
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{
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