diff --git a/.dlt/config.toml b/.dlt/config.toml index abbec8402..c72c145b5 100644 --- a/.dlt/config.toml +++ b/.dlt/config.toml @@ -1,6 +1,6 @@ # put your configuration values here [runtime] -log_level="WARNING" # the system log level of dlt +log_level = "WARNING" # the system log level of dlt # use the dlthub_telemetry setting to enable/disable anonymous usage data reporting, see https://dlthub.com/docs/telemetry dlthub_telemetry = false diff --git a/.dlt/secrets.toml b/.dlt/secrets.toml deleted file mode 100644 index 48dbce511..000000000 --- a/.dlt/secrets.toml +++ /dev/null @@ -1,5 +0,0 @@ -# put your secret values and credentials here. do not share this file and do not push it to github - -[destination.qdrant.credentials] -location = "https://cff4594b-c2de-4fcf-8365-4c1d3a1c1429.us-east4-0.gcp.cloud.qdrant.io:6333" -api_key = "K5BKjVGR8Qn4pVMk9nPFNTqITu3QVGR1O8qlDDH6kk52HUwB4lRjjw" \ No newline at end of file diff --git a/cognee.ipynb b/cognee.ipynb index 5011b4009..316837e81 100644 --- a/cognee.ipynb +++ b/cognee.ipynb @@ -2,62 +2,48 @@ "cells": [ { "cell_type": "code", - "execution_count": null, - "id": "823c799a", - "metadata": {}, - "outputs": [], - "source": [ - "from os import listdir, path\n", - "from uuid import uuid5, UUID\n", - "from cognitive_architecture import add\n", - "\n", - "data_path = path.abspath(\".data\")\n", - "pdf_files = [file for file in listdir(data_path) if path.isfile(path.join(data_path, file))]\n", - "\n", - "await add(\n", - " list(map(\n", - " lambda file_path: f\"file://{path.join(data_path, file_path)}\",\n", - " pdf_files\n", - " ))[:3],\n", - " uuid5(UUID(\"00000000-0000-0000-0000-000000000000\"), \"pdf_files_cognee\"),\n", - " \"test-dataset\"\n", - ")\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "c4d5a399", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pipeline file_load_from_filesystem load step completed in 0.34 seconds\n", + "1 load package(s) were loaded to destination duckdb and into dataset izmene\n", + "The duckdb destination used duckdb:///:external: location to store data\n", + "Load package 1710321260.3225448 is LOADED and contains no failed jobs\n" + ] + } + ], "source": [ "from os import listdir, path\n", "from uuid import uuid5, UUID\n", "from cognitive_architecture import add\n", "\n", "data_path = path.abspath(\".data\")\n", - "# pdf_files = [file for file in listdir(data_path) if path.isfile(path.join(data_path, file))]\n", "\n", - "# await add_dlt(\n", - "# list(map(\n", - "# lambda file_path: f\"file://{path.join(data_path, file_path)}\",\n", - "# pdf_files\n", - "# ))[:5],\n", - "# \"pdf_files\"\n", - "# )\n", - "\n", - "results = await add(data_path, \"pravilnik.energetska_efikasnost\")\n", + "results = await add(data_path, \"izmene\")\n", "for result in results:\n", " print(result)\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "47edce91", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/borisarzentar/Projects/Topoteretes/cognee/cognitive_architecture/data/cognee/cognee.duckdb\n", + "['izmene']\n" + ] + } + ], "source": [ "import duckdb\n", "from cognitive_architecture.root_dir import get_absolute_path\n", @@ -86,7 +72,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "id": "607bf624", "metadata": {}, "outputs": [ @@ -94,7 +80,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "['pravilnik_energetska_efikasnost_sertifikati', 'pravilnik_energetska_efikasnost', 'izmene', 'pravilnik']\n" + "['izmene']\n" ] }, { @@ -109,104 +95,184 @@ "output_type": "stream", "text": [ "LLM_CLASSIFICATION:LAYER:Laws, regulations, and legal case documents:Document:doc1\n", - "Updated Nodes: [('LLM_LAYER_CLASSIFICATION:TEXT:Document:doc1', {'data_type': 'text', 'context_name': 'TEXT', 'layer_name': 'Laws, regulations, and legal case documents'}), ('Document:doc1', {}), ('LLM_CLASSIFICATION:LAYER:Laws, regulations, and legal case documents:Document:doc1', {'data_type': 'text', 'context_name': 'TEXT', 'layer_name': 'Laws, regulations, and legal case documents'}), ('Ministry of Construction, Transport and Infrastructure - dc903cac-4528-44c7-b1dc-ad1b54a73211 - 35c3720f-c25e-437a-815a-23ad47da0a02 - f25d6b1e-b61b-40f3-bebb-d2eb7dae14e6', {'created_at': '2024-03-12 22:51:16', 'updated_at': '2024-03-12 22:51:16', 'description': 'Ministry of Construction, Transport and Infrastructure', 'category': 'entity', 'memory_type': 'semantic', 'layer_uuid': 'dc903cac-4528-44c7-b1dc-ad1b54a73211', 'layer_description': \"{'layer': 'Legal Structure Layer'}\", 'layer_decomposition_uuid': '35c3720f-c25e-437a-815a-23ad47da0a02', 'unique_id': 'f25d6b1e-b61b-40f3-bebb-d2eb7dae14e6', 'type': 'detail'}), ('Regulation on amendments and supplements to the Regulation on the content, manner, and procedure of preparation and how to conduct control of technical documentation according to the class and purpose of facilities - 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88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - 6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "abb0a48e-ae43-419d-b19d-2b7296818b8e\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - abb0a48e-ae43-419d-b19d-2b7296818b8e\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - d786826d-d34e-4343-bd2d-52a7c935b858\n", + "6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - 6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - c710f9ac-04d8-4f93-b64e-b00eafb246d4\n", + "6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - 6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - d9a79792-7f7a-4c9e-8f94-b84383f3cf0d\n", + "b632e56c-ec14-4a5f-98bb-c9d45ace5eee\n", + "Regulation on amendments and additions to the Regulation on the content, method, and procedure of drafting and the method of controlling technical documentation according to the class and purpose of buildings - 88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - b632e56c-ec14-4a5f-98bb-c9d45ace5eee\n", + "Regulation on amendments and supplements to the Regulation on the content, manner, and procedure of preparation and the manner of technical documentation control according to the class and purpose of buildings - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - 590a7048-b8e0-477b-8440-e7b20246f2a0\n", + "0a93391c-d16a-474a-a6a2-f15be568153d\n", + "\"Službeni glasnik RS\", No. 77/2015, published on 9.9.2015 - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - 0a93391c-d16a-474a-a6a2-f15be568153d\n", + "Publication in the 'Službeni glasnik RS', No. 77/2015 on 9.9.2015 - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 0069cf61-6994-4092-a898-8a13d1974172\n", + "d9a79792-7f7a-4c9e-8f94-b84383f3cf0d\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - d9a79792-7f7a-4c9e-8f94-b84383f3cf0d\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - c710f9ac-04d8-4f93-b64e-b00eafb246d4\n", + "497310b8-98ac-4e15-babb-bca6eb7a1f50\n", + "Conceptual project - 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88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - 590a7048-b8e0-477b-8440-e7b20246f2a0\n", + "Regulation on amendments and additions to the Regulation on the content, method, and procedure of drafting and the method of controlling technical documentation according to the class and purpose of buildings - 88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - b632e56c-ec14-4a5f-98bb-c9d45ace5eee\n", + "d9a79792-7f7a-4c9e-8f94-b84383f3cf0d\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - d9a79792-7f7a-4c9e-8f94-b84383f3cf0d\n", + "Ministry of Construction, Transport, and Infrastructure - 88a1269a-8df0-439d-9127-df419951d143 - c2487659-720f-4f73-80e2-926a90bb1d0b - 6d8fe811-6960-4298-a3bf-297305aa7e2c\n", + "d786826d-d34e-4343-bd2d-52a7c935b858\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 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e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - abb0a48e-ae43-419d-b19d-2b7296818b8e\n", + "0069cf61-6994-4092-a898-8a13d1974172\n", + "Publication in the 'Službeni glasnik RS', No. 77/2015 on 9.9.2015 - 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88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 97dcb796-c329-4e60-bf49-1793c73a9bf2\n", + "The regulation takes effect the day after its publication in the Official Gazette of the Republic of Serbia - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - c72fdb05-67ff-4c62-9270-d819c5d223ed\n", + "4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - d786826d-d34e-4343-bd2d-52a7c935b858\n", + "e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "7d4e9664-c8dc-496b-9e15-eaa43fb79685\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - 7d4e9664-c8dc-496b-9e15-eaa43fb79685\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - d927bfbb-b8a2-451c-84e8-05dd45099fd5\n", + "9e59b047-b149-47c2-a6d2-c5c21a800762\n", + "Zorana Mihajlović, Ministar - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - 9e59b047-b149-47c2-a6d2-c5c21a800762\n", + "Zorana Mihajlovic, Ministar - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 66c5fa58-3502-4b5a-acff-084e1f68402b\n", + "e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - abb0a48e-ae43-419d-b19d-2b7296818b8e\n", + "d06fe3af-4236-4ab1-9073-29eed9133eb2\n", + "Službeni glasnik RS, br. 77/2015 - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - d06fe3af-4236-4ab1-9073-29eed9133eb2\n", + "Službeni glasnik RS, no. 77/2015 - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - eef0ce29-6de7-4a21-a2db-97450d431884\n", + "e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - d786826d-d34e-4343-bd2d-52a7c935b858\n", + "7d4e9664-c8dc-496b-9e15-eaa43fb79685\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - 7d4e9664-c8dc-496b-9e15-eaa43fb79685\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - 808089cd-ef2f-4e91-94fa-5f4698dbd898\n", + "c72fdb05-67ff-4c62-9270-d819c5d223ed\n", + "The regulation takes effect the day after its publication in the Official Gazette of the Republic of Serbia - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - c72fdb05-67ff-4c62-9270-d819c5d223ed\n", + "The regulation takes effect the day after publication in the 'Službeni glasnik Republike Srbije'. - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 97dcb796-c329-4e60-bf49-1793c73a9bf2\n", + "5b09ac65-089e-4a33-a94c-8dca5f7ec14a\n", + "Project for Construction Permit - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - 5b09ac65-089e-4a33-a94c-8dca5f7ec14a\n", + "project for construction permit - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - 0f4fb7df-cf7d-4eff-8250-608f98391ef3\n", + "4677dc68-c70f-4cf3-805f-6c74a91ac55f\n", + "Conceptual Project - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - 4677dc68-c70f-4cf3-805f-6c74a91ac55f\n", + "conceptual project - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - b7d55e70-e385-46a9-8d72-b5c4f19615f0\n", + "5d69b568-bca2-4e34-a696-79319b22fd10\n", + "Executed Project - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - 5d69b568-bca2-4e34-a696-79319b22fd10\n", + "executed project - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - 19d3d785-009a-43b7-b014-e6fbd7e93864\n", + "4677dc68-c70f-4cf3-805f-6c74a91ac55f\n", + "Conceptual Project - 88a1269a-8df0-439d-9127-df419951d143 - f5e733a0-b3fd-407e-ba26-5529a5ad6bc5 - 4677dc68-c70f-4cf3-805f-6c74a91ac55f\n", + "Conceptual project - 88a1269a-8df0-439d-9127-df419951d143 - 744a0998-68e6-4167-b5b7-ca81544d1c48 - 497310b8-98ac-4e15-babb-bca6eb7a1f50\n", + "7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - e6ea9c2e-92ac-4c96-8a23-5480ae1a89e8 - 4bf28df4-0c0b-4394-b098-8f9455abfbd9\n", + "7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 6e05bcfa-2d9d-4ab9-ab30-df5289096c83 - abb0a48e-ae43-419d-b19d-2b7296818b8e\n", + "7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - e123f27c-3a35-4c02-97f2-77ce2b58eb3d\n", + "d927bfbb-b8a2-451c-84e8-05dd45099fd5\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - d927bfbb-b8a2-451c-84e8-05dd45099fd5\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - 7d4e9664-c8dc-496b-9e15-eaa43fb79685\n", + "66c5fa58-3502-4b5a-acff-084e1f68402b\n", + "Zorana Mihajlovic, Ministar - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 66c5fa58-3502-4b5a-acff-084e1f68402b\n", + "Zorana Mihajlović, Ministar - 88a1269a-8df0-439d-9127-df419951d143 - d316241e-cc3a-4cf7-bf5a-f1e06f103437 - 9e59b047-b149-47c2-a6d2-c5c21a800762\n", + "7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - 7d2273dd-6470-43b2-ad81-8e0f217275c1\n", + "Pravilnik o izmenama i dopunama Pravilnika o sadržini, načinu i postupku izrade i način vršenja kontrole tehničke dokumentacije prema klasi i nameni objekata - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - d786826d-d34e-4343-bd2d-52a7c935b858\n", + "d927bfbb-b8a2-451c-84e8-05dd45099fd5\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - 21311be2-b603-469a-9e22-6d3ad3a90d6b - d927bfbb-b8a2-451c-84e8-05dd45099fd5\n", + "Zakon o planiranju i izgradnji - 88a1269a-8df0-439d-9127-df419951d143 - 40951f76-ccff-425b-b017-104d927afcdd - 808089cd-ef2f-4e91-94fa-5f4698dbd898\n", + "Graph is visualized at: https://hub.graphistry.com/graph/graph.html?dataset=eb9aec872bef4300b48fc13a13537d77&type=arrow&viztoken=5c758be8-f067-4faf-8a2a-b3269c701c19&usertag=993172cb-pygraphistry-0.33.5&splashAfter=1710321532&info=true\n", "None\n" ] } @@ -216,11 +282,6 @@ "from cognitive_architecture import cognify, list_datasets\n", "from cognitive_architecture.utils import render_graph\n", "\n", - "# text = \"\"\"In the nicest possible way, Britons have always been a bit silly about animals. “Keeping pets, for the English, is not so much a leisure activity as it is an entire way of life,” wrote the anthropologist Kate Fox in Watching the English, nearly 20 years ago. Our dogs, in particular, have been an acceptable outlet for emotions and impulses we otherwise keep strictly controlled – our latent desire to be demonstratively affectionate, to be silly and chat to strangers. If this seems like an exaggeration, consider the different reactions you’d get if you struck up a conversation with someone in a park with a dog, versus someone on the train.\n", - "# Indeed, British society has been set up to accommodate these four-legged ambassadors. In the UK – unlike Australia, say, or New Zealand – dogs are not just permitted on public transport but often openly encouraged. Many pubs and shops display waggish signs, reading, “Dogs welcome, people tolerated”, and have treat jars on their counters. The other day, as I was waiting outside a cafe with a friend’s dog, the barista urged me to bring her inside.\n", - "# For years, Britons’ non-partisan passion for animals has been consistent amid dwindling common ground. But lately, rather than bringing out the best in us, our relationship with dogs is increasingly revealing us at our worst – and our supposed “best friends” are paying the price.\n", - "# As with so many latent traits in the national psyche, it all came unleashed with the pandemic, when many people thought they might as well make the most of all that time at home and in local parks with a dog. Between 2019 and 2022, the number of pet dogs in the UK rose from about nine million to 13 million. But there’s long been a seasonal surge around this time of year, substantial enough for the Dogs Trust charity to coin its famous slogan back in 1978: “A dog is for life, not just for Christmas.”\"\"\"\n", - "\n", "print(list_datasets())\n", "\n", "graph = await cognify(\"izmene\")\n", diff --git a/cognitive_architecture/api/v1/add/add.py b/cognitive_architecture/api/v1/add/add.py index b49df553e..78f5eeded 100644 --- a/cognitive_architecture/api/v1/add/add.py +++ b/cognitive_architecture/api/v1/add/add.py @@ -41,7 +41,7 @@ async def add(file_paths: Union[str, List[str]], dataset_name: str = None): if dataset_name is not None and not key.startswith(dataset_name): continue - results.append(add_dlt(datasets[key], dataset_name = key)) + results.append(add(datasets[key], dataset_name = key)) return await asyncio.gather(*results) diff --git a/cognitive_architecture/infrastructure/llm/openai/adapter.py b/cognitive_architecture/infrastructure/llm/openai/adapter.py index 555d58073..04add4562 100644 --- a/cognitive_architecture/infrastructure/llm/openai/adapter.py +++ b/cognitive_architecture/infrastructure/llm/openai/adapter.py @@ -15,102 +15,6 @@ class OpenAIAdapter(LLMInterface): openai.api_key = api_key self.aclient = instructor.apatch(AsyncOpenAI()) self.model = model - # OPENAI_API_KEY = config.openai_key - - # @staticmethod - # def retry_with_exponential_backoff( - # func, - # initial_delay: float = 1, - # exponential_base: float = 2, - # jitter: bool = True, - # max_retries: int = 20, - # errors: tuple = (openai.RateLimitError,), - # ): - # """Retry a function with exponential backoff.""" - - # def wrapper(*args, **kwargs): - # """Wrapper for sync functions.""" - # # Initialize variables - # num_retries = 0 - # delay = initial_delay - - # # Loop until a successful response or max_retries is hit or an exception is raised - # while True: - # try: - # return func(*args, **kwargs) - - # # Retry on specified errors - # except errors: - # # Increment retries - # num_retries += 1 - - # # Check if max retries has been reached - # if num_retries > max_retries: - # raise Exception( - # f"Maximum number of retries ({max_retries}) exceeded." - # ) - - # # Increment the delay - # delay *= exponential_base * (1 + jitter * random.random()) - - # # Sleep for the delay - # time.sleep(delay) - - # # Raise exceptions for any errors not specified - # except Exception as e: - # raise e - - # return wrapper - - - # @staticmethod - # async def aretry_with_exponential_backoff( - # func, - # initial_delay: float = 1, - # exponential_base: float = 2, - # jitter: bool = True, - # max_retries: int = 20, - # errors: tuple = (openai.RateLimitError,), - # ): - # """Retry a function with exponential backoff.""" - - # async def wrapper(*args, **kwargs): - # """Wrapper for async functions. - # :param args: list - # :param kwargs: dict""" - # # Initialize variables - # num_retries = 0 - # delay = initial_delay - - # # Loop until a successful response or max_retries is hit or an exception is raised - # while True: - # try: - # return await func(*args, **kwargs) - - # # Retry on specified errors - # except errors as e: - # print(f"acreate (backoff): caught error: {e}") - # # Increment retries - # num_retries += 1 - - # # Check if max retries has been reached - # if num_retries > max_retries: - # raise Exception( - # f"Maximum number of retries ({max_retries}) exceeded." - # ) - - # # Increment the delay - # delay *= exponential_base * (1 + jitter * random.random()) - - # # Sleep for the delay - # await asyncio.sleep(delay) - - # # Raise exceptions for any errors not specified - # except Exception as e: - # raise e - - # return wrapper - @retry(stop = stop_after_attempt(5)) def completions_with_backoff(self, **kwargs): @@ -127,11 +31,6 @@ class OpenAIAdapter(LLMInterface): async def acreate_embedding_with_backoff(self, input: List[str], model: str = "text-embedding-ada-002"): """Wrapper around Embedding.acreate w/ backoff""" - # client = openai.AsyncOpenAI( - # # This is the default and can be omitted - # api_key=os.environ.get("OPENAI_API_KEY"), - # ) - return await self.aclient.embeddings.create(input=input, model=model) async def async_get_embedding_with_backoff(self, text, model="text-embedding-ada-002"): @@ -139,7 +38,6 @@ class OpenAIAdapter(LLMInterface): It specifies defaults + handles rate-limiting + is async""" text = text.replace("\n", " ") response = await self.aclient.embeddings.create(input =text, model= model) - # response = await self.acreate_embedding_with_backoff(input=text, model=model) embedding = response.data[0].embedding return embedding @@ -162,7 +60,7 @@ class OpenAIAdapter(LLMInterface): async def async_get_batch_embeddings_with_backoff(self, texts: List[str], models: List[str]): """To get multiple text embeddings in parallel, import/call this function It specifies defaults + handles rate-limiting + is async""" - # Create a generator of coroutines + # Collect all coroutines coroutines = (self.async_get_embedding_with_backoff(text, model) for text, model in zip(texts, models)) diff --git a/cognitive_architecture/infrastructure/llm/openai/openai_tools.py b/cognitive_architecture/infrastructure/llm/openai/openai_tools.py index b5beca51c..daa56025e 100644 --- a/cognitive_architecture/infrastructure/llm/openai/openai_tools.py +++ b/cognitive_architecture/infrastructure/llm/openai/openai_tools.py @@ -6,11 +6,11 @@ from tenacity import retry, stop_after_attempt import openai HOST = os.getenv("OPENAI_API_BASE") -HOST_TYPE = os.getenv("BACKEND_TYPE") # default None == ChatCompletion if HOST is not None: openai.api_base = HOST + @retry(stop = stop_after_attempt(5)) def completions_with_backoff(**kwargs): """Wrapper around ChatCompletion.create w/ backoff""" @@ -62,7 +62,6 @@ def get_embedding_with_backoff(text:str, model:str="text-embedding-ada-002"): return embedding - async def async_get_batch_embeddings_with_backoff(texts: List[str], models: List[str]) : """To get multiple text embeddings in parallel, import/call this function It specifies defaults + handles rate-limiting + is async"""