-
Notifications
You must be signed in to change notification settings - Fork 36
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Signed-off-by: Amit Galitzky <[email protected]>
- Loading branch information
1 parent
0901ba1
commit 1f9d215
Showing
8 changed files
with
194 additions
and
8 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
4 changes: 2 additions & 2 deletions
4
src/main/resources/defaults/hybrid-search-with-local-model-defaults.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
4 changes: 2 additions & 2 deletions
4
src/main/resources/defaults/semantic-search-with-local-model-defaults.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
31 changes: 31 additions & 0 deletions
31
src/main/resources/defaults/semantic-search-with-reindex-defaults.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,31 @@ | ||
| { | ||
| "template.name": "semantic search with cohere embedding", | ||
| "template.description": "Setting up semantic search, with a Cohere embedding model", | ||
| "create_connector.name": "cohere-embedding-connector", | ||
| "create_connector.description": "The connector to Cohere's public embed API", | ||
| "create_connector.protocol": "http", | ||
| "create_connector.model": "embed-english-v3.0", | ||
| "create_connector.input_type": "search_document", | ||
| "create_connector.truncate": "end", | ||
| "create_connector.credential.key": "123", | ||
| "create_connector.actions.url": "https://api.cohere.ai/v1/embed", | ||
| "create_connector.actions.request_body": "{ \"texts\": ${parameters.texts}, \"truncate\": \"${parameters.truncate}\", \"model\": \"${parameters.model}\", \"input_type\": \"${parameters.input_type}\" }", | ||
| "create_connector.actions.pre_process_function": "connector.pre_process.cohere.embedding", | ||
| "create_connector.actions.post_process_function": "connector.post_process.cohere.embedding", | ||
| "register_remote_model.name": "Cohere english embed model", | ||
| "register_remote_model.description": "cohere-embedding-model", | ||
| "create_ingest_pipeline.pipeline_id": "nlp-ingest-pipeline", | ||
| "create_ingest_pipeline.description": "A text embedding pipeline", | ||
| "text_embedding.field_map.input": "passage_text", | ||
| "text_embedding.field_map.output": "passage_embedding", | ||
| "create_index.name": "my-nlp-index", | ||
| "create_index.settings.number_of_shards": "2", | ||
| "create_index.mappings.method.engine": "lucene", | ||
| "create_index.mappings.method.space_type": "l2", | ||
| "create_index.mappings.method.name": "hnsw", | ||
| "text_embedding.field_map.output.dimension": "1024", | ||
| "create_search_pipeline.pipeline_id": "default_model_pipeline", | ||
| "reindex.source_index": "", | ||
| "reindex.requests_per_second": "-1", | ||
| "reindex.slices": "1" | ||
| } |
135 changes: 135 additions & 0 deletions
135
src/main/resources/substitutionTemplates/semantic-search-with-reindex-template.json
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,135 @@ | ||
| { | ||
| "name": "${{template.name}}", | ||
| "description": "${{template.description}}", | ||
| "use_case": "SEMANTIC_SEARCH", | ||
| "version": { | ||
| "template": "1.0.0", | ||
| "compatibility": [ | ||
| "2.12.0", | ||
| "3.0.0" | ||
| ] | ||
| }, | ||
| "workflows": { | ||
| "provision": { | ||
| "nodes": [ | ||
| { | ||
| "id": "create_connector", | ||
| "type": "create_connector", | ||
| "user_inputs": { | ||
| "name": "${{create_connector.name}}", | ||
| "description": "${{create_connector.description}}", | ||
| "version": "1", | ||
| "protocol": "${{create_connector.protocol}}", | ||
| "parameters": { | ||
| "endpoint": "${{create_connector.endpoint}}", | ||
| "model": "${{create_connector.model}}", | ||
| "input_type": "search_document", | ||
| "truncate": "END" | ||
| }, | ||
| "credential": { | ||
| "key": "${{create_connector.credential.key}}" | ||
| }, | ||
| "actions": [ | ||
| { | ||
| "action_type": "predict", | ||
| "method": "POST", | ||
| "url": "${{create_connector.actions.url}}", | ||
| "headers": { | ||
| "Authorization": "Bearer ${credential.key}", | ||
| "Request-Source": "unspecified:opensearch" | ||
| }, | ||
| "request_body": "${{create_connector.actions.request_body}}", | ||
| "pre_process_function": "${{create_connector.actions.pre_process_function}}", | ||
| "post_process_function": "${{create_connector.actions.post_process_function}}" | ||
| } | ||
| ] | ||
| } | ||
| }, | ||
| { | ||
| "id": "register_model", | ||
| "type": "register_remote_model", | ||
| "previous_node_inputs": { | ||
| "create_connector": "connector_id" | ||
| }, | ||
| "user_inputs": { | ||
| "name": "${{register_remote_model.name}}", | ||
| "function_name": "remote", | ||
| "description": "${{register_remote_model.description}}", | ||
| "deploy": true | ||
| } | ||
| }, | ||
| { | ||
| "id": "create_ingest_pipeline", | ||
| "type": "create_ingest_pipeline", | ||
| "previous_node_inputs": { | ||
| "register_model": "model_id" | ||
| }, | ||
| "user_inputs": { | ||
| "pipeline_id": "${{create_ingest_pipeline.pipeline_id}}", | ||
| "configurations": { | ||
| "description": "${{create_ingest_pipeline.description}}", | ||
| "processors": [ | ||
| { | ||
| "text_embedding": { | ||
| "model_id": "${{register_model.model_id}}", | ||
| "field_map": { | ||
| "${{text_embedding.field_map.input}}": "${{text_embedding.field_map.output}}" | ||
| } | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "id": "create_index", | ||
| "type": "create_index", | ||
| "previous_node_inputs": { | ||
| "create_ingest_pipeline": "pipeline_id" | ||
| }, | ||
| "user_inputs": { | ||
| "index_name": "${{create_index.name}}", | ||
| "configurations": { | ||
| "settings": { | ||
| "index.knn": true, | ||
| "default_pipeline": "${{create_ingest_pipeline.pipeline_id}}", | ||
| "number_of_shards": "${{create_index.settings.number_of_shards}}" | ||
| }, | ||
| "mappings": { | ||
| "properties": { | ||
| "${{text_embedding.field_map.output}}": { | ||
| "type": "knn_vector", | ||
| "dimension": "${{text_embedding.field_map.output.dimension}}", | ||
| "method": { | ||
| "engine": "${{create_index.mappings.method.engine}}", | ||
| "space_type": "${{create_index.mappings.method.space_type}}", | ||
| "name": "${{create_index.mappings.method.name}}", | ||
| "parameters": {} | ||
| } | ||
| }, | ||
| "${{text_embedding.field_map.input}}": { | ||
| "type": "text" | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "id": "reindex", | ||
| "type": "reindex", | ||
| "previous_node_inputs": { | ||
| "create_index": "index_name" | ||
| }, | ||
| "user_inputs": { | ||
| "source_index": "${{reindex.source_index}}", | ||
| "destination_index": "${{create_index.name}}", | ||
| "refresh": false, | ||
| "requests_per_second": "${{reindex.requests_per_second}}", | ||
| "slices": "${{reindex.slices}}" | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| } |