* Add agent framework documentation Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add hidden model and API updates Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Vale error Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Updated field names Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add updating credentials Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Added tools table Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add OpenSearch forum thread for OS Assistant Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add tech review for conv search Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Fix links Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add links to tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More info about tools Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tool parameters Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Update cat-index-tool.md Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Parameter clarification Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Typo fix Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More tech review feedback: RAG tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback: memory APis Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Update _ml-commons-plugin/agents-tools/index.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/neural-sparse-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/opensearch-assistant.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Update _ml-commons-plugin/agents-tools/tools/ppl-tool.md Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Separated search and get APIs and add conversational flow agent Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * More parameters for PPL tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Added more parameters Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Tech review feedback: PPL tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Apply suggestions from code review Co-authored-by: Nathan Bower <nbower@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> * Rename to automating configurations Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Editorial comments on the new text Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Add parameter to PPl tool Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Changed link to configurations Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> * Rate limiter feedback and added warning Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> --------- Signed-off-by: Fanit Kolchina <kolchfa@amazon.com> Signed-off-by: kolchfa-aws <105444904+kolchfa-aws@users.noreply.github.com> Co-authored-by: Melissa Vagi <vagimeli@amazon.com> Co-authored-by: Nathan Bower <nbower@amazon.com>
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layout | title | parent | grand_parent | nav_order |
---|---|---|---|---|
default | Get memory | Memory APIs | ML Commons APIs | 20 |
Get a memory
Introduced 2.12 {: .label .label-purple }
Use this API to retrieve a conversational memory for conversational search.
To retrieve memory information, you can:
To retrieve message information for a memory, you can:
When the Security plugin is enabled, all memories exist in a private
security mode. Only the user who created a memory can interact with that memory and its messages.
{: .important}
Get a memory by ID
You can retrieve memory information by using the memory_id
. The response includes all messages within the memory.
Path and HTTP methods
GET /_plugins/_ml/memory/<memory_id>
Path parameters
The following table lists the available path parameters.
Parameter | Data type | Description |
---|---|---|
memory_id |
String | The ID of the memory to retrieve. |
Example request
GET /_plugins/_ml/memory/N8AE1osB0jLkkocYjz7D
{% include copy-curl.html %}
Example response
{
"memory_id": "gW8Aa40BfUsSoeNTvOKI",
"create_time": "2024-02-02T18:07:06.887061463Z",
"updated_time": "2024-02-02T19:01:32.121444968Z",
"name": "Conversation for a RAG pipeline",
"user": "admin"
}
Get all memories
Use this command to get all memories.
Path and HTTP methods
GET /_plugins/_ml/memory
Query parameters
Use the following query parameters to customize your results. All query parameters are optional.
Parameter | Data type | Description |
---|---|---|
max_results |
Integer | The maximum number of results to return. If there are fewer memories than the number set in max_results , the response returns only the number of memories that exist. Default is 10 . |
next_token |
Integer | The index of the first memory in the sorted list of memories to return. Memories are ordered by create_time . For example, if memories A, B, and C exist, next_token=1 returns memories B and C. Default is 0 (return all memories). |
Paginating results
The next_token
parameter provides the ordered position of the first memory within the sorted list of memories to return in the results. When a memory is added between subsequent GET Memory calls, one of the listed memories will be duplicated in the results. For example, suppose the current ordered list of memories is BCDEF
, where B
is the memory created most recently. When you call the Get Memory API with next_token=0
and max_results=3
, the API returns BCD
. Suppose you then create another memory A. The memory list now appears as ABCDEF
. The next time you call the Get Memory API with next_token=3
and max_results=3
, you'll receive DEF
in the results. Notice that D
will be returned in the first and second batches of results. The following diagram illustrates the duplication.
Request | List of memories (returned memories are enclosed in brackets) | Results returned in the response |
---|---|---|
Get Memory (next_token = 0, max_results = 3) | [BCD]EF | BCD |
Create Memory | ABCDEF | - |
Get Memory (next_token = 3, max_results = 3) -> ABC[DEF] | DEF |
Example request: Get all memories
GET /_plugins/_ml/memory/
{% include copy-curl.html %}
Example request: Paginating results
GET /_plugins/_ml/memory?max_results=2&next_token=1
Example response
{
"memories": [
{
"memory_id": "gW8Aa40BfUsSoeNTvOKI",
"create_time": "2024-02-02T18:07:06.887061463Z",
"updated_time": "2024-02-02T19:01:32.121444968Z",
"name": "Conversation for a RAG pipeline",
"user": "admin"
}
]
}
Response fields
The following table lists the available response fields.
Field | Data type | Description |
---|---|---|
memory_id |
String | The memory ID. |
create_time |
String | The time at which the memory was created. |
updated_time |
String | The time at which the memory was last updated. |
name |
String | The memory name. |
user |
String | The username of the user who created the memory. |