Elasticsearch
ElasticsearchDocumentStore ¶
Bases: BaseDocumentStore
Simple memory document store that store document in a dictionary
Source code in libs/kotaemon/kotaemon/storages/docstores/elasticsearch.py
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|
add ¶
Add document into document store
Parameters:
Name | Type | Description | Default |
---|---|---|---|
docs
|
Union[Document, List[Document]]
|
list of documents to add |
required |
ids
|
Optional[Union[List[str], str]]
|
specify the ids of documents to add or use existing doc.doc_id |
None
|
refresh_indices
|
bool
|
request Elasticsearch to update its index (default to True) |
True
|
Source code in libs/kotaemon/kotaemon/storages/docstores/elasticsearch.py
query_raw ¶
Query Elasticsearch store using query format of ES client
Parameters:
Name | Type | Description | Default |
---|---|---|---|
query
|
dict
|
Elasticsearch query format |
required |
Returns:
Type | Description |
---|---|
List[Document]
|
List[Document]: List of result documents |
Source code in libs/kotaemon/kotaemon/storages/docstores/elasticsearch.py
query ¶
Search Elasticsearch docstore using search query (BM25)
Parameters:
Name | Type | Description | Default |
---|---|---|---|
query
|
str
|
query text |
required |
top_k
|
int
|
number of top documents to return. Defaults to 10. |
10
|
Returns:
Type | Description |
---|---|
List[Document]
|
List[Document]: List of result documents |
Source code in libs/kotaemon/kotaemon/storages/docstores/elasticsearch.py
count ¶
get_all ¶
delete ¶
Delete document by id