From db930e9f62dbbf4c6b43a7ab8c5907ca374ff3f9 Mon Sep 17 00:00:00 2001 From: Dhrubo Saha Date: Mon, 24 Jul 2023 13:10:29 -0700 Subject: [PATCH 1/4] adding blueprint examples for remote inference Signed-off-by: Dhrubo Saha --- .../cohere_connector_embedding_blueprint.md | 22 +++++++++++++++ .../open_ai_connector_chat_blueprint.md | 26 +++++++++++++++++ .../open_ai_connector_completion_blueprint.md | 28 +++++++++++++++++++ .../sagemaker_connector_blueprint.md | 28 +++++++++++++++++++ 4 files changed, 104 insertions(+) create mode 100644 docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md create mode 100644 docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md create mode 100644 docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md create mode 100644 docs/remote_inference_blueprints/sagemaker_connector_blueprint.md diff --git a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md new file mode 100644 index 0000000000..4168814183 --- /dev/null +++ b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md @@ -0,0 +1,22 @@ +```json +{ + "name": "Cohere Connector: embedding", + "description": "The connector to cohere embedding model", + "version": 1, + "protocol": "http", + "credential": { + "cohere_key": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://api.cohere.ai/v1/embed", + "headers": { + "Authorization": "Bearer ${credential.cohere_key}" + }, + "request_body": "{ \"texts\": ${parameters.prompt}, \"truncate\": \"END\" }" + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md new file mode 100644 index 0000000000..2f94c9d0a4 --- /dev/null +++ b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md @@ -0,0 +1,26 @@ +```json +{ + "name": "OpenAI Chat Connector", + "description": "The connector to public OpenAI model service for GPT 3.5", + "version": 1, + "protocol": "http", + "parameters": { + "endpoint": "api.openai.com", + "model": "gpt-3.5-turbo" + }, + "credential": { + "openAI_key": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://${parameters.endpoint}/v1/chat/completions", + "headers": { + "Authorization": "Bearer ${credential.openAI_key}" + }, + "request_body": "{ \"model\": \"${parameters.model}\", \"messages\": ${parameters.messages} }" + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md new file mode 100644 index 0000000000..cc51e0984c --- /dev/null +++ b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md @@ -0,0 +1,28 @@ +```json +{ + "name": "OpenAI Connector", + "description": "The connector to public OpenAI model service for completions", + "version": 1, + "protocol": "http", + "parameters": { + "endpoint": "api.openai.com", + "max_tokens": 7, + "temperature": 0, + "model": "text-davinci-003" + }, + "credential": { + "openAI_key": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://${parameters.endpoint}/v1/completions", + "headers": { + "Authorization": "Bearer ${credential.openAI_key}" + }, + "request_body": "{ \"model\": \"${parameters.model}\", \"prompt\": \"${parameters.prompt}\", \"max_tokens\": ${parameters.max_tokens}, \"temperature\": ${parameters.temperature} }" + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md new file mode 100644 index 0000000000..ac9258a7a6 --- /dev/null +++ b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md @@ -0,0 +1,28 @@ +```json +{ + "name": "sagemaker: embedding", + "description": "Test connector for Sagemaker embedding model", + "version": 1, + "protocol": "aws_sigv4", + "credential": { + "access_key": "", + "secret_key": "", + "session_token": "" + }, + "parameters": { + "region": "", + "service_name": "sagemaker" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "headers": { + "content-type": "application/json" + }, + "url": "https://runtime.sagemaker.${parameters.region}.amazonaws.com/endpoints/lmi-model-2023-06-24-01-35-32-275/invocations", + "request_body": "[\"${parameters.inputs}\"]" + } + ] +} +``` From b4f6492458f3e7469567c37d5cf919205e98c164 Mon Sep 17 00:00:00 2001 From: Dhrubo Saha Date: Mon, 24 Jul 2023 17:49:12 -0700 Subject: [PATCH 2/4] updating blue prints with sample response Signed-off-by: Dhrubo Saha --- .../cohere_connector_embedding_blueprint.md | 4147 +++++++++++++++++ .../cohere_connector_rerank_blueprint.md | 101 + .../open_ai_connector_chat_blueprint.md | 66 + .../open_ai_connector_completion_blueprint.md | 58 +- .../sagemaker_connector_blueprint.md | 426 ++ 5 files changed, 4797 insertions(+), 1 deletion(-) create mode 100644 docs/remote_inference_blueprints/cohere_connector_rerank_blueprint.md diff --git a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md index 4168814183..f4670a3f73 100644 --- a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md +++ b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md @@ -1,4 +1,7 @@ +### Cohere connector blueprint example for embedding: + ```json +POST /_plugins/_ml/connectors/_create { "name": "Cohere Connector: embedding", "description": "The connector to cohere embedding model", @@ -20,3 +23,4147 @@ ] } ``` +#### Sample response +```json +{ + "connector_id": "XU5UiokBpXT9icfOM0vt" +} +``` + + +### Corresponding Predict request example: + +```json +POST /_plugins/_ml/models//_predict +{ + "parameters": { + "prompt": ["Say this is a test"] + } +} +``` + +#### Sample response +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "response", + "dataAsMap": { + "id": "39097276-d926-4ca1-92e6-d54a3c969d42", + "texts": [ + "Say this is a test" + ], + "embeddings": [ + [ + -0.76953125, + -0.12731934, + -0.52246094, + -1.2714844, + 1.8076172, + 0.13842773, + -2.7988281, + -1.0996094, + 0.6225586, + 0.9404297, + -1.5996094, + 1.0175781, + 1.5361328, + -1.1660156, + -0.5649414, + 1.1484375, + 1.875, + -0.59814453, + 1.4091797, + -1.6738281, + -0.33911133, + 0.88134766, + 0.4309082, + 3.9160156, + 1.7373047, + -0.8857422, + 1.1582031, + 0.48168945, + -1.0048828, + -0.62402344, + 2.1210938, + -0.36547852, + -0.45581055, + 0.018066406, + 1.6894531, + -0.18408203, + 1.6269531, + -0.40307617, + 3.8320312, + 1.8652344, + -0.19360352, + -0.6826172, + 1.8701172, + -0.024841309, + 1.1435547, + -0.8330078, + -0.28759766, + 2.0292969, + 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"api_version": { + "version": "1" + } + } + } + } + ] + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/cohere_connector_rerank_blueprint.md b/docs/remote_inference_blueprints/cohere_connector_rerank_blueprint.md new file mode 100644 index 0000000000..cf6d5c3193 --- /dev/null +++ b/docs/remote_inference_blueprints/cohere_connector_rerank_blueprint.md @@ -0,0 +1,101 @@ +### Cohere connector blueprint example for embedding: + +```json +POST /_plugins/_ml/connectors/_create +{ + "name": "Cohere Rerank Connector", + "description": "The connector to Cohere Rerank Model", + "version": 1, + "protocol": "http", + "parameters": { + "endpoint": "api.cohere.ai", + "model": "rerank-english-v2.0", + "top_n": 3, + "return_documents": true + }, + "credential": { + "api_key": "" + }, + "actions": [ + { + "action_type": "predict", + "method": "POST", + "url": "https://${parameters.endpoint}/v1/rerank", + "headers": { + "Authorization": "Bearer ${credential.api_key}" + }, + "request_body": "{ \"model\": \"${parameters.model}\", \"query\" : \"${parameters.query}\", \"documents\" : ${parameters.documents}, \"top_n\" : ${parameters.top_n}, \"return_documents\" : ${parameters.return_documents} }" + } + ] +} +``` +#### Sample response +```json +{ + "connector_id": "XU5UiokBpXT9icfOM0vt" +} +``` + + +### Corresponding Predict request example: + +```json +POST /_plugins/_ml/models//_predict +{ + "parameters": { + "query": "What is the capital of the United States?", + "documents": [ + "Carson City is the capital city of the American state of Nevada.", + "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", + "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", + "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states." + ] + } +} +``` + +#### Sample response +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "response", + "dataAsMap": { + "id": "c536e12e-c7fe-414c-9a00-d1c5c6757b34", + "results": [ + { + "document": { + "text": "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district." + }, + "index": 2, + "relevance_score": 0.98005307 + }, + { + "document": { + "text": "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states." + }, + "index": 3, + "relevance_score": 0.27904198 + }, + { + "document": { + "text": "Carson City is the capital city of the American state of Nevada." + }, + "index": 0, + "relevance_score": 0.10194652 + } + ], + "meta": { + "api_version": { + "version": "1" + } + } + } + } + ] + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md index 2f94c9d0a4..d2d0180395 100644 --- a/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md +++ b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md @@ -1,4 +1,7 @@ +### OpenAI connector blueprint example for chat: + ```json +POST /_plugins/_ml/connectors/_create { "name": "OpenAI Chat Connector", "description": "The connector to public OpenAI model service for GPT 3.5", @@ -24,3 +27,66 @@ ] } ``` + +#### Sample response +```json +{ + "connector_id": "XU5UiokBpXT9icfOM0vt" +} +``` + +### Corresponding Predict request example: + +```json +POST /_plugins/_ml/models//_predict +{ + "parameters": { + "messages": [ + { + "role": "system", + "content": "You are a helpful assistant." + }, + { + "role": "user", + "content": "Hello!" + } + ] + } +} +``` + +#### Sample response +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "response", + "dataAsMap": { + "id": "chatcmpl-7g0QJH6nuFW94l8tDkJzxm0ntaPNd", + "object": "chat.completion", + "created": 1690245759, + "model": "gpt-3.5-turbo-0613", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Hello! How can I assist you today?" + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 19, + "completion_tokens": 9, + "total_tokens": 28 + } + } + } + ] + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md index cc51e0984c..cd046c2124 100644 --- a/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md +++ b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md @@ -1,6 +1,9 @@ +### OpenAI connector blueprint example for completion: + ```json +POST /_plugins/_ml/connectors/_create { - "name": "OpenAI Connector", + "name": "OpenAI Completions Connector", "description": "The connector to public OpenAI model service for completions", "version": 1, "protocol": "http", @@ -26,3 +29,56 @@ ] } ``` + +#### Sample response +```json +{ + "connector_id": "XU5UiokBpXT9icfOM0vt" +} +``` + +### Corresponding Predict request example: + +```json +POST /_plugins/_ml/models//_predict +{ + "parameters": { + "prompt": ["Say this is a test"] + } +} +``` + +#### Sample response +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "response", + "dataAsMap": { + "id": "cmpl-7g0NPOJd8IvXTdhecdlR0VGfrLMWE", + "object": "text_completion", + "created": 1690245579, + "model": "text-davinci-003", + "choices": [ + { + "text": """ + + This is indeed a test""", + "index": 0, + "finish_reason": "length" + } + ], + "usage": { + "prompt_tokens": 5, + "completion_tokens": 7, + "total_tokens": 12 + } + } + } + ] + } + ] +} +``` diff --git a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md index ac9258a7a6..824a7c3e94 100644 --- a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md +++ b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md @@ -1,4 +1,7 @@ +### Sagemaker connector blueprint example for embedding: + ```json +POST /_plugins/_ml/connectors/_create { "name": "sagemaker: embedding", "description": "Test connector for Sagemaker embedding model", @@ -26,3 +29,426 @@ ] } ``` + +#### Sample response +```json +{ + "connector_id": "XU5UiokBpXT9icfOM0vt" +} +``` + +### Corresponding Predict request example: + +```json +POST /_plugins/_ml/models//_predict +{ + "parameters": { + "inputs": "Hello world" + } +} +``` + +#### Sample response +```json +{ + "inference_results": [ + { + "output": [ + { + "name": "response", + "dataAsMap": { + "response": [ + [ + -0.034477264, + 0.031023195, + 0.0067349933, + 0.026108947, + -0.039361976, + -0.16030253, + 0.06692396, + -0.006441487, + -0.047450475, + 0.014758837, + 0.07087526, + 0.055527534, + 0.019193392, + -0.026251353, + -0.010109521, + -0.026940474, + 0.022307392, + -0.022226604, + -0.14969257, + -0.017493075, + 0.0076762857, + 0.054352306, + 0.0032544602, + 0.031725902, + -0.0846214, + -0.029405985, + 0.05159565, + 0.0481241, + -0.0033148574, + -0.058279224, + 0.04196934, + 0.02221073, + 0.12818879, + -0.022338968, + -0.011656226, + 0.062928356, + -0.032876283, + -0.09122606, + -0.031175414, + 0.052699573, + 0.047034837, + -0.084203064, + -0.030056152, + -0.020744797, + 0.009517807, + -0.0037217399, + 0.0073432666, + 0.039324306, + 0.093274064, + -0.0037885457, + -0.05274213, + -0.05805817, + -0.006864384, + 0.005283227, + 0.082892984, + 0.019362796, + 0.00628451, + -0.010330777, + 0.009032398, + -0.03768376, + -0.04520607, + 0.024016323, + -0.006944185, + 0.013491645, + 0.100054935, + -0.07168384, + -0.021695081, + 0.031618476, + -0.05163467, + -0.082247764, + -0.065693334, + -0.009895359, + 0.0058163856, + 0.07355453, + -0.03405033, + 0.02488609, + 0.014488045, + 0.026457338, + 0.009656702, + 0.030217288, + 0.052803982, + -0.075359866, + 0.00989718, + 0.029836765, + 0.017555606, + 0.02309198, + 0.001933877, + 0.0014001674, + -0.047175974, + -0.011194347, + -0.114201374, + -0.01981203, + 0.04026624, + 0.002193014, + -0.079792224, + -0.02538233, + 0.09448294, + -0.028981116, + -0.14500248, + 0.23097745, + 0.027731156, + 0.032111462, + 0.031064998, + 0.042832814, + 0.06423779, + 0.032163158, + -0.0048767147, + 0.055699453, + -0.037532374, + -0.02150558, + -0.028342659, + -0.028846916, + 0.03835303, + -0.017468663, + 0.05248533, + -0.07487599, + -0.031259745, + 0.021841576, + -0.039895706, + -0.008587082, + 0.026956595, + -0.048495505, + 0.011469892, + 0.029618232, + -0.020572172, + 0.013103863, + 0.028833512, + -3.1942002e-33, + 0.06478206, + -0.018130211, + 0.051789943, + 0.12198275, + 0.028780192, + 0.008722027, + -0.07052116, + -0.016907245, + 0.040739737, + 0.04211617, + 0.025447242, + 0.035746247, + -0.04914473, + 0.002129044, + -0.01554653, + 0.05073055, + -0.048185296, + 0.035880618, + -0.004067024, + 0.101724744, + -0.055970058, + -0.0106810285, + 0.011235807, + 0.09068649, + 0.0042344397, + 0.035138644, + -0.009702858, + -0.09386514, + 0.092855625, + 0.008004929, + -0.0077053746, + -0.052086707, + -0.012588029, + 0.003266917, + 0.006013548, + 0.0075815716, + 0.010517135, + -0.08634557, + -0.06987879, + -0.0025338978, + -0.090976536, + 0.046887353, + 0.05207647, + 0.007193898, + 0.010903635, + -0.0052295155, + 0.013937303, + 0.021968307, + 0.034208603, + 0.060224675, + 0.00011666251, + 0.014731951, + -0.07008931, + 0.02849905, + -0.02760168, + 0.010768424, + 0.03483089, + -0.022487877, + 0.0097690625, + 0.07722779, + 0.021588346, + 0.11495617, + -0.0680012, + 0.023760961, + -0.015983908, + -0.017826963, + 0.06439493, + 0.03202578, + 0.050270226, + -0.005913643, + -0.03370806, + 0.01784026, + 0.016573371, + 0.06329659, + 0.03467716, + 0.046473477, + 0.097906165, + -0.0066354955, + 0.025207043, + -0.07798833, + 0.016926415, + -0.00094580126, + 0.022471908, + -0.038253218, + 0.09570479, + -0.0053507686, + 0.01046906, + -0.11524052, + -0.013262561, + -0.010709434, + -0.08311731, + 0.07327358, + 0.049392216, + -0.008994334, + -0.095845625, + 3.3661486e-33, + 0.12493183, + 0.019349732, + -0.05822574, + -0.03598825, + -0.050746754, + -0.045662377, + -0.082603395, + 0.14819479, + -0.088421166, + 0.060274415, + 0.051030174, + 0.010303125, + 0.1412142, + 0.03081385, + 0.061033048, + -0.05285129, + 0.13664892, + 0.009189972, + -0.017325241, + -0.01284864, + -0.007995314, + -0.05098005, + -0.05235065, + 0.007593026, + -0.015166271, + 0.016960334, + 0.021270521, + 0.020557988, + -0.1200281, + 0.014461844, + 0.026759917, + 0.025330666, + -0.042754672, + 0.006768481, + -0.01445857, + 0.045261994, + -0.09147651, + -0.01943915, + -0.01783351, + -0.054910146, + -0.052641112, + -0.010459051, + -0.05201607, + 0.020892017, + -0.07997033, + -0.012111273, + -0.057731427, + 0.023178281, + -0.008031741, + -0.02598925, + -0.07995671, + -0.020728875, + 0.048817698, + -0.02038918, + -0.049176615, + 0.014159653, + -0.06362207, + -0.007807444, + 0.0164315, + -0.025682524, + 0.013381142, + 0.026248787, + 0.00997842, + 0.063228875, + 0.0026721258, + -0.006582787, + 0.016631972, + 0.032366466, + 0.03794251, + -0.03637602, + -0.006910932, + 0.00015967588, + -0.001633547, + -0.0272782, + -0.028038062, + 0.04968145, + -0.028867178, + -0.002418094, + 0.014774881, + 0.009764552, + 0.005797598, + 0.013486141, + 0.0055679195, + 0.037227068, + 0.0072325063, + 0.04015623, + 0.08150326, + 0.07199165, + -0.01305617, + -0.042882025, + -0.011011182, + 0.004897838, + -0.009229705, + 0.035191488, + -0.051035028, + -1.5714376e-8, + -0.0886244, + 0.02390935, + -0.016238753, + 0.03170047, + 0.027284201, + 0.052468758, + -0.047070924, + -0.058847435, + -0.06320822, + 0.04088856, + 0.049827963, + 0.10655168, + -0.074502386, + -0.012495414, + 0.018370654, + 0.039474096, + -0.024797896, + 0.014516242, + -0.037069183, + 0.020015705, + -0.000048558773, + 0.009866539, + 0.02483881, + -0.05245814, + 0.02931416, + -0.08719192, + -0.014499793, + 0.02601906, + -0.01874638, + -0.07620516, + 0.035043318, + 0.1036395, + -0.028050516, + 0.012718195, + -0.076325536, + -0.018652372, + 0.024976736, + 0.081445366, + 0.06875884, + -0.06405668, + -0.083893865, + 0.061362434, + -0.03354554, + -0.10615338, + -0.040080544, + 0.032530192, + 0.07662489, + -0.07301617, + 0.00033756305, + -0.04087162, + -0.07578851, + 0.02752762, + 0.07462542, + 0.017717298, + 0.09121844, + 0.11022019, + 0.00056976924, + 0.05146335, + -0.014551343, + 0.033232026, + 0.023792285, + -0.0228898, + 0.03893752, + 0.030206831 + ] + ] + } + } + ] + } + ] +} +``` From 9787f2edaca9d04a4c0b3e99ffaccd8528943ac2 Mon Sep 17 00:00:00 2001 From: Dhrubo Saha Date: Tue, 25 Jul 2023 10:19:20 -0700 Subject: [PATCH 3/4] addressing comments Signed-off-by: Dhrubo Saha --- .../cohere_connector_embedding_blueprint.md | 4102 +---------------- .../cohere_connector_rerank_blueprint.md | 10 +- .../open_ai_connector_chat_blueprint.md | 7 +- .../open_ai_connector_completion_blueprint.md | 8 +- .../sagemaker_connector_blueprint.md | 425 +- 5 files changed, 27 insertions(+), 4525 deletions(-) diff --git a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md index f4670a3f73..da464335ba 100644 --- a/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md +++ b/docs/remote_inference_blueprints/cohere_connector_embedding_blueprint.md @@ -1,11 +1,13 @@ ### Cohere connector blueprint example for embedding: +#### this blueprint is created from Cohere doc: https://docs.cohere.com/reference/embed + ```json POST /_plugins/_ml/connectors/_create { - "name": "Cohere Connector: embedding", - "description": "The connector to cohere embedding model", - "version": 1, + "name": "", + "description": "", + "version": "", "protocol": "http", "credential": { "cohere_key": "" @@ -61,4098 +63,8 @@ POST /_plugins/_ml/models//_predict -0.12731934, -0.52246094, -1.2714844, - 1.8076172, - 0.13842773, - -2.7988281, - -1.0996094, - 0.6225586, - 0.9404297, - -1.5996094, - 1.0175781, - 1.5361328, - -1.1660156, - -0.5649414, - 1.1484375, - 1.875, - -0.59814453, - 1.4091797, - -1.6738281, - -0.33911133, - 0.88134766, - 0.4309082, - 3.9160156, - 1.7373047, - -0.8857422, - 1.1582031, - 0.48168945, - -1.0048828, - -0.62402344, - 2.1210938, - -0.36547852, - -0.45581055, - 0.018066406, - 1.6894531, - -0.18408203, - 1.6269531, - -0.40307617, - 3.8320312, - 1.8652344, - -0.19360352, - -0.6826172, - 1.8701172, - -0.024841309, - 1.1435547, - -0.8330078, - -0.28759766, - 2.0292969, - 1.1132812, - -0.0970459, - 0.29541016, - 0.51123047, - -1.0361328, - 1.828125, - 1.2109375, - 0.67285156, - -1.7128906, - -1.40625, - 2.0996094, - 0.28588867, - -0.69628906, - 2.8554688, - 0.05429077, - -0.11260986, - -0.077941895, - 1.7109375, - -1.6220703, - -2.6542969, - -0.57666016, - 1.4199219, - 0.19482422, - 1.8935547, - 1.1708984, - -0.15600586, - -1.6376953, - 0.0076065063, - -2.1523438, - -0.16625977, - 1.6816406, - 1.6591797, - 0.22338867, - 0.5625, - -0.39794922, - 0.19104004, - 0.59277344, - -0.48583984, - 0.08862305, - -1.3144531, - 0.1809082, - 2.2851562, - 0.11816406, - 0.6904297, - -0.29541016, - 0.8852539, - 2.0761719, - 1.3847656, - 0.53271484, - 1.6533203, - -0.76660156, - 2.4023438, - -0.16784668, - 0.796875, - 0.2932129, - -1.0722656, - -3.421875, - -0.84228516, - -1.3095703, - -0.25830078, - 1.4638672, - -0.8857422, - 1.0488281, - 0.25463867, - -1.5800781, - 0.35375977, - 2.0878906, - -1.0478516, - 1.8125, - 0.66796875, - -1.1660156, - -1.8828125, - -0.06210327, - 0.8022461, - -0.2409668, - 0.5131836, - 1.5732422, - -0.6074219, - -0.60253906, - -1.0048828, - -1.1132812, - 0.13000488, - -2.6484375, - 0.8540039, - 0.44458008, - -0.8540039, - 5.7695312, - -3.5566406, - -0.6508789, - 0.55615234, - 3.90625, - -2.8632812, - 1.6923828, - -1.46875, - -1.2558594, - -1.2402344, - -1.6357422, - -1.0830078, - -0.5644531, - 0.44067383, - 3.2460938, - -0.9111328, - 1.3916016, - 1.3466797, - -4.6328125, - 3.0585938, - -0.003124237, - -0.19335938, - 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+ +#### this blueprint is created from Cohere doc: https://docs.cohere.com/reference/rerank-1 ```json POST /_plugins/_ml/connectors/_create { - "name": "Cohere Rerank Connector", - "description": "The connector to Cohere Rerank Model", - "version": 1, + "name": "", + "description": "", + "version": "", "protocol": "http", "parameters": { "endpoint": "api.cohere.ai", diff --git a/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md index d2d0180395..3b9d168871 100644 --- a/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md +++ b/docs/remote_inference_blueprints/open_ai_connector_chat_blueprint.md @@ -1,11 +1,12 @@ ### OpenAI connector blueprint example for chat: +#### this blueprint is created from OpenAI doc: https://platform.openai.com/docs/api-reference/chat ```json POST /_plugins/_ml/connectors/_create { - "name": "OpenAI Chat Connector", - "description": "The connector to public OpenAI model service for GPT 3.5", - "version": 1, + "name": "", + "description": "", + "version": "", "protocol": "http", "parameters": { "endpoint": "api.openai.com", diff --git a/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md index cd046c2124..6f3886fceb 100644 --- a/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md +++ b/docs/remote_inference_blueprints/open_ai_connector_completion_blueprint.md @@ -1,11 +1,13 @@ ### OpenAI connector blueprint example for completion: +#### this blueprint is created from OpenAI doc: https://platform.openai.com/docs/api-reference/completions + ```json POST /_plugins/_ml/connectors/_create { - "name": "OpenAI Completions Connector", - "description": "The connector to public OpenAI model service for completions", - "version": 1, + "name": "", + "description": "", + "version": "", "protocol": "http", "parameters": { "endpoint": "api.openai.com", diff --git a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md index 824a7c3e94..c8ca92fffa 100644 --- a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md +++ b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md @@ -3,9 +3,9 @@ ```json POST /_plugins/_ml/connectors/_create { - "name": "sagemaker: embedding", - "description": "Test connector for Sagemaker embedding model", - "version": 1, + "name": "", + "description": "", + "version": "", "protocol": "aws_sigv4", "credential": { "access_key": "", @@ -23,8 +23,8 @@ POST /_plugins/_ml/connectors/_create "headers": { "content-type": "application/json" }, - "url": "https://runtime.sagemaker.${parameters.region}.amazonaws.com/endpoints/lmi-model-2023-06-24-01-35-32-275/invocations", - "request_body": "[\"${parameters.inputs}\"]" + "url": "", + "request_body": "" } ] } @@ -37,418 +37,3 @@ POST /_plugins/_ml/connectors/_create } ``` -### Corresponding Predict request example: - -```json -POST /_plugins/_ml/models//_predict -{ - "parameters": { - "inputs": "Hello world" - } -} -``` - -#### Sample response -```json -{ - "inference_results": [ - { - "output": [ - { - "name": "response", - "dataAsMap": { - "response": [ - [ - -0.034477264, - 0.031023195, - 0.0067349933, - 0.026108947, - -0.039361976, - -0.16030253, - 0.06692396, - -0.006441487, - -0.047450475, - 0.014758837, - 0.07087526, - 0.055527534, - 0.019193392, - -0.026251353, - -0.010109521, - -0.026940474, - 0.022307392, - -0.022226604, - -0.14969257, - -0.017493075, - 0.0076762857, - 0.054352306, - 0.0032544602, - 0.031725902, - -0.0846214, - -0.029405985, - 0.05159565, - 0.0481241, - -0.0033148574, - -0.058279224, - 0.04196934, - 0.02221073, - 0.12818879, - -0.022338968, - -0.011656226, - 0.062928356, - -0.032876283, - -0.09122606, - -0.031175414, - 0.052699573, - 0.047034837, - -0.084203064, - -0.030056152, - 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- -0.07578851, - 0.02752762, - 0.07462542, - 0.017717298, - 0.09121844, - 0.11022019, - 0.00056976924, - 0.05146335, - -0.014551343, - 0.033232026, - 0.023792285, - -0.0228898, - 0.03893752, - 0.030206831 - ] - ] - } - } - ] - } - ] -} -``` From 4a5c138828cdac7c995522bc4c39af6c6d9218a3 Mon Sep 17 00:00:00 2001 From: Dhrubo Saha Date: Tue, 25 Jul 2023 10:39:13 -0700 Subject: [PATCH 4/4] addressed comments for sagemaker Signed-off-by: Dhrubo Saha --- .../sagemaker_connector_blueprint.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md index c8ca92fffa..3ba996296d 100644 --- a/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md +++ b/docs/remote_inference_blueprints/sagemaker_connector_blueprint.md @@ -24,7 +24,7 @@ POST /_plugins/_ml/connectors/_create "content-type": "application/json" }, "url": "", - "request_body": "" + "request_body": "" } ] }