opensearch-docs-cn/_ml-commons-plugin/api/memory-apis/search-memory.md

133 lines
3.1 KiB
Markdown
Raw Normal View History

Add agent framework/throttling/hidden model/OS assistant and update conversational search documentation (#6354) * 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>
2024-02-20 12:09:31 -05:00
---
layout: default
title: Search memory
parent: Memory APIs
grand_parent: ML Commons APIs
nav_order: 25
---
# Search for a memory
**Introduced 2.12**
{: .label .label-purple }
This API retrieves a conversational memory for [conversational search]({{site.url}}{{site.baseurl}}/search-plugins/conversational-search/). Use this command to search for memories.
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
```json
GET /_plugins/_ml/memory/_search
POST /_plugins/_ml/memory/_search
```
#### Example request: Searching for all memories
```json
POST /_plugins/_ml/memory/_search
{
"query": {
"match_all": {}
},
"size": 1000
}
```
{% include copy-curl.html %}
#### Example request: Searching for a memory by name
```json
POST /_plugins/_ml/memory/_search
{
"query": {
"term": {
"name": {
"value": "conversation"
}
}
}
}
```
{% include copy-curl.html %}
#### Example response
```json
{
"took": 1,
"timed_out": false,
"_shards": {
"total": 1,
"successful": 1,
"skipped": 0,
"failed": 0
},
"hits": {
"total": {
"value": 3,
"relation": "eq"
},
"max_score": 0.2195382,
"hits": [
{
"_index": ".plugins-ml-memory-meta",
"_id": "znCqcI0BfUsSoeNTntd7",
"_version": 3,
"_seq_no": 39,
"_primary_term": 1,
"_score": 0.2195382,
"_source": {
"updated_time": "2024-02-03T20:36:10.252213029Z",
"create_time": "2024-02-03T20:30:46.395829411Z",
"application_type": null,
"name": "Conversation about NYC population",
"user": "admin"
}
},
{
"_index": ".plugins-ml-memory-meta",
"_id": "iXC4bI0BfUsSoeNTjS30",
"_version": 4,
"_seq_no": 11,
"_primary_term": 1,
"_score": 0.20763937,
"_source": {
"updated_time": "2024-02-03T02:59:39.862347093Z",
"create_time": "2024-02-03T02:07:30.804554275Z",
"application_type": null,
"name": "Test conversation for RAG pipeline",
"user": "admin"
}
},
{
"_index": ".plugins-ml-memory-meta",
"_id": "gW8Aa40BfUsSoeNTvOKI",
"_version": 4,
"_seq_no": 6,
"_primary_term": 1,
"_score": 0.19754036,
"_source": {
"updated_time": "2024-02-02T19:01:32.121444968Z",
"create_time": "2024-02-02T18:07:06.887061463Z",
"application_type": null,
"name": "Conversation for a RAG pipeline",
"user": "admin"
}
}
]
}
}
```
## Response fields
The following table lists all 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. |