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To store your conversation on DynamoDB you can use DynamoDbConversationMemoryDriver. | ||
```python | ||
from griptape.memory.structure import ConversationMemory | ||
from griptape.memory.structure import ConversationMemoryElement, Turn, Message | ||
from griptape.drivers import DynamoDbConversationMemoryDriver | ||
from griptape.memory.structure import ConversationMemory | ||
|
||
# Instantiate DynamoDbConversationMemoryDriver | ||
dynamo_driver = DynamoDbConversationMemoryDriver( | ||
aws_region="us-east-1", | ||
table_name="conversations", | ||
partition_key="convo_id", | ||
value_attribute_key="convo_data", | ||
partition_key_value="convo1" | ||
# Initialize the DynamoDB driver | ||
driver = DynamoDbConversationMemoryDriver( | ||
table_name='conversation_memory', | ||
partition_key='user_id', | ||
value_attribute_key='conversation_data', | ||
partition_key_value='12345' # This could be a user_id or session_id | ||
) | ||
|
||
# Create a ConversationMemory structure | ||
conv_mem = ConversationMemory( | ||
turns=[ | ||
Turn( | ||
turn_index=0, | ||
system=Message("Hello"), | ||
user=Message("Hi") | ||
), | ||
Turn( | ||
turn_index=1, | ||
system=Message("How can I assist you today?"), | ||
user=Message("I need some information") | ||
) | ||
], | ||
latest_turn=Turn( | ||
turn_index=2, | ||
system=Message("Sure, what information do you need?"), | ||
user=None # user has not yet responded | ||
), | ||
driver=dynamo_driver # set the driver | ||
# Create a sample conversation memory object | ||
conversation_memory = ConversationMemory( | ||
id="12345", | ||
history=[ | ||
{ | ||
"user": "Hello, how are you?", | ||
"bot": "I'm good, thanks for asking!" | ||
} | ||
] | ||
) | ||
|
||
# Store the conversation in DynamoDB | ||
dynamo_driver.store(conv_mem) | ||
|
||
# Load the conversation from DynamoDB | ||
loaded_conv_mem = dynamo_driver.load() | ||
# Store the memory | ||
driver.store(conversation_memory) | ||
|
||
# Display the loaded conversation | ||
print(loaded_conv_mem.to_json()) | ||
# Load the memory back | ||
loaded_memory = driver.load() | ||
if loaded_memory: | ||
for entry in loaded_memory.history: | ||
print(f"User: {entry['user']}") | ||
print(f"Bot: {entry['bot']}") | ||
|
||
else: | ||
print("No conversation found for the given partition_key_value.") | ||
``` |