* 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 | Create or update message | Memory APIs | ML Commons APIs | 40 |
Create or update a message
Introduced 2.12 {: .label .label-purple }
Use this API to create or update a message within a conversational memory for conversational search. A memory stores conversation history for the current conversation. A message represents one question/answer pair within a conversation.
Once a message is created, you'll provide its message_id
to other APIs.
The POST method creates a new message. The PUT method updates an existing message.
You can only update the additional_info
field of a message.
{: .note}
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}
Path and HTTP methods
POST /_plugins/_ml/memory/<memory_id>/messages
PUT /_plugins/_ml/memory/message/<message_id>
Path parameters
The following table lists the available path parameters.
Parameter | Data type | Description |
---|---|---|
memory_id |
String | The ID of the memory to which to add the message. Required for the POST method. |
message_id |
String | The ID of the message to be updated. Required for the PUT method. |
Request fields
The following table lists the available request fields.
Field | Data type | Required/Optional | Updatable | Description |
---|---|---|---|---|
input |
String | Optional | No | The question (human input) in the message. |
prompt_template |
String | Optional | No | The prompt template that was used for the message. The template may contain instructions or examples that were sent to the large language model. |
response |
String | Optional | No | The answer (generative AI output) to the question. |
origin |
String | Optional | No | The name of the AI or other system that generated the response. |
additional_info |
Object | Optional | Yes | Any other information that was sent to the origin . |
Example request: Create a message
POST /_plugins/_ml/memory/SXA2cY0BfUsSoeNTz-8m/messages
{
"input": "How do I make an interaction?",
"prompt_template": "Hello OpenAI, can you answer this question?",
"response": "Hello, this is OpenAI. Here is the answer to your question.",
"origin": "MyFirstOpenAIWrapper",
"additional_info": {
"suggestion": "api.openai.com"
}
}
{% include copy-curl.html %}
Example response
{
"memory_id": "WnA3cY0BfUsSoeNTI-_J"
}
Example request: Add a field to additional_info
PUT /_plugins/_ml/memory/message/WnA3cY0BfUsSoeNTI-_J
{
"additional_info": {
"feedback": "positive"
}
}
{% include copy-curl.html %}
Example response
{
"_index": ".plugins-ml-memory-message",
"_id": "WnA3cY0BfUsSoeNTI-_J",
"_version": 2,
"result": "updated",
"forced_refresh": true,
"_shards": {
"total": 1,
"successful": 1,
"failed": 0
},
"_seq_no": 45,
"_primary_term": 1
}
The updated message contains an additional feedback
field:
{
"memory_id": "SXA2cY0BfUsSoeNTz-8m",
"message_id": "WnA3cY0BfUsSoeNTI-_J",
"create_time": "2024-02-03T23:04:15.554370024Z",
"input": "How do I make an interaction?",
"prompt_template": "Hello OpenAI, can you answer this question?",
"response": "Hello, this is OpenAI. Here is the answer to your question.",
"origin": "MyFirstOpenAIWrapper",
"additional_info": {
"feedback": "positive",
"suggestion": "api.openai.com"
}
}
Example request: Change a field in additional_info
PUT /_plugins/_ml/memory/message/WnA3cY0BfUsSoeNTI-_J
{
"additional_info": {
"feedback": "negative"
}
}
{% include copy-curl.html %}
Example response
{
"_index": ".plugins-ml-memory-message",
"_id": "WnA3cY0BfUsSoeNTI-_J",
"_version": 3,
"result": "updated",
"forced_refresh": true,
"_shards": {
"total": 1,
"successful": 1,
"failed": 0
},
"_seq_no": 46,
"_primary_term": 1
}
The updated message contains the updated feedback
field:
{
"memory_id": "SXA2cY0BfUsSoeNTz-8m",
"message_id": "WnA3cY0BfUsSoeNTI-_J",
"create_time": "2024-02-03T23:04:15.554370024Z",
"input": "How do I make an interaction?",
"prompt_template": "Hello OpenAI, can you answer this question?",
"response": "Hello, this is OpenAI. Here is the answer to your question.",
"origin": "MyFirstOpenAIWrapper",
"additional_info": {
"feedback": "negative",
"suggestion": "api.openai.com"
}
}