diff --git a/notebooks/tutorial.ipynb b/notebooks/tutorial.ipynb index cbb2ecfea..f546bbdf3 100644 --- a/notebooks/tutorial.ipynb +++ b/notebooks/tutorial.ipynb @@ -9,7 +9,7 @@ "\n", "### Learning from Guido van Rossum, the creator of Python" ], - "id": "82925bff2c8bf25" + "id": "6f22c8fe6d92cfcc" }, { "metadata": {}, @@ -26,7 +26,7 @@ "\n", "This tutorial demonstrates the power of **knowledge graphs** and **retrieval-augmented generation (RAG)** for software development, showing you how to build systems that learn from Python's creator and improve your own Python development." ], - "id": "211f0ab1cdd6aeb" + "id": "fe69acbf9ab1a22b" }, { "metadata": {}, @@ -44,7 +44,7 @@ "- **`cognee.visualize()`** - Creates interactive graph visualizations\n", "- **`cognee.memify()`** - Cognee's \"secret sauce\" that infers implicit connections and rules from your data" ], - "id": "8848f21851b385fb" + "id": "b03b59c064213dd4" }, { "metadata": {}, @@ -59,7 +59,7 @@ "- Best practices derived from decades of Python development\n", "- Connections between different aspects of Python programming" ], - "id": "5a4a1481f5209fca" + "id": "6a7669fbb6a3e6c7" }, { "metadata": {}, @@ -71,13 +71,13 @@ "\n", "Take a moment to explore the repositories this user contributed to with the Graph Visualizaiton" ], - "id": "dfc628df8c904d9b" + "id": "93c9783037715026" }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-05T19:26:51.353344Z", - "start_time": "2025-09-05T19:26:47.853154Z" + "end_time": "2025-09-07T09:57:30.827241Z", + "start_time": "2025-09-07T09:57:27.209811Z" } }, "cell_type": "code", @@ -99,20 +99,20 @@ "else:\n", " print('📦 Status: INSTALLED PACKAGE')" ], - "id": "2f42ab437fd0f695", + "id": "9386ecb596860399", "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n", - "\u001B[2m2025-09-05T19:26:49.095064\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDeleted old log file: /Users/vasilije/Projects/tiktok/cognee/logs/2025-08-18_22-45-13.log\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "/Users/vasilije/Projects/tiktok/cognee/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + "\u001B[2m2025-09-07T09:57:28.419783\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDeleted old log file: /Users/lazar/PycharmProjects/cognee/logs/2025-09-04_09-37-20.log\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", + "/Users/lazar/PycharmProjects/cognee/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n", "\n", - "\u001B[2m2025-09-05T19:26:49.737002\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mLogging initialized \u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m \u001B[36mcognee_version\u001B[0m=\u001B[35m0.2.4b1-local\u001B[0m \u001B[36mdatabase_path\u001B[0m=\u001B[35m/Users/vasilije/Projects/tiktok/cognee/cognee/.cognee_system/databases\u001B[0m \u001B[36mgraph_database_name\u001B[0m=\u001B[35m\u001B[0m \u001B[36mos_info\u001B[0m=\u001B[35m'Darwin 23.6.0 (Darwin Kernel Version 23.6.0: Fri Jul 5 17:56:15 PDT 2024; root:xnu-10063.141.1~2/RELEASE_ARM64_T6031)'\u001B[0m \u001B[36mpython_version\u001B[0m=\u001B[35m3.12.9\u001B[0m \u001B[36mrelational_config\u001B[0m=\u001B[35mcognee_db\u001B[0m \u001B[36mstructlog_version\u001B[0m=\u001B[35m25.4.0\u001B[0m \u001B[36mvector_config\u001B[0m=\u001B[35mlancedb\u001B[0m\n", + "\u001B[2m2025-09-07T09:57:29.163761\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mLogging initialized \u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m \u001B[36mcognee_version\u001B[0m=\u001B[35m0.2.4-local\u001B[0m \u001B[36mdatabase_path\u001B[0m=\u001B[35m/Users/lazar/PycharmProjects/cognee/cognee/.cognee_system/databases\u001B[0m \u001B[36mgraph_database_name\u001B[0m=\u001B[35m\u001B[0m \u001B[36mos_info\u001B[0m=\u001B[35m'Darwin 24.5.0 (Darwin Kernel Version 24.5.0: Tue Apr 22 19:54:29 PDT 2025; root:xnu-11417.121.6~2/RELEASE_ARM64_T6030)'\u001B[0m \u001B[36mpython_version\u001B[0m=\u001B[35m3.12.8\u001B[0m \u001B[36mrelational_config\u001B[0m=\u001B[35mcognee_db\u001B[0m \u001B[36mstructlog_version\u001B[0m=\u001B[35m25.4.0\u001B[0m \u001B[36mvector_config\u001B[0m=\u001B[35mlancedb\u001B[0m\n", "\n", - "\u001B[2m2025-09-05T19:26:49.737553\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDatabase storage: /Users/vasilije/Projects/tiktok/cognee/cognee/.cognee_system/databases\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" + "\u001B[2m2025-09-07T09:57:29.164208\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDatabase storage: /Users/lazar/PycharmProjects/cognee/cognee/.cognee_system/databases\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" ] }, { @@ -121,19 +121,19 @@ "text": [ "🔍 Quick Cognee Import Check\n", "==============================\n", - "📍 Cognee location: /Users/vasilije/Projects/tiktok/cognee/cognee/__init__.py\n", - "📁 Package directory: /Users/vasilije/Projects/tiktok/cognee/cognee\n", + "📍 Cognee location: /Users/lazar/PycharmProjects/cognee/cognee/__init__.py\n", + "📁 Package directory: /Users/lazar/PycharmProjects/cognee/cognee\n", "📦 Status: INSTALLED PACKAGE\n" ] } ], - "execution_count": 2 + "execution_count": 1 }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-05T19:26:44.254023Z", - "start_time": "2025-09-05T19:26:44.249919Z" + "end_time": "2025-09-07T09:59:43.525416Z", + "start_time": "2025-09-07T09:59:43.522480Z" } }, "cell_type": "code", @@ -153,23 +153,23 @@ "\n", "print(f\"📁 Project root: {project_root_str}\")" ], - "id": "cbc73459a6166c72", + "id": "19e74e6b691020db", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "📁 Project root: /Users/vasilije/Projects/tiktok/cognee\n" + "📁 Project root: /Users/lazar/PycharmProjects/cognee\n" ] } ], - "execution_count": 1 + "execution_count": 2 }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-06T07:01:06.675938Z", - "start_time": "2025-09-06T06:59:49.388827Z" + "end_time": "2025-09-07T10:00:14.685409Z", + "start_time": "2025-09-07T10:00:12.419145Z" } }, "cell_type": "code", @@ -180,359 +180,134 @@ "\n", "result = await cognee.add(\"file://data/guido_contributions.json\", node_set=[\"guido\"])\n", "await cognee.cognify()\n", - "results = await cognee.search(\"Show me commits\")" + "results = await cognee.search(\"Show me commits\")" ], - "id": "d3b6785eba2e23a9", + "id": "b8743ed520b4de37", "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n", - "\u001B[2m2025-09-06T06:59:50.479136\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDeleted old log file: /Users/vasilije/Projects/tiktok/cognee/logs/2025-08-29_21-39-33.log\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "/Users/vasilije/Projects/tiktok/cognee/.venv/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n", + "\u001B[2m2025-09-07T10:00:12.505721\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mOntology file 'None' not found. No owl ontology will be attached to the graph.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", "\n", - "\u001B[2m2025-09-06T06:59:51.091312\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mLogging initialized \u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m \u001B[36mcognee_version\u001B[0m=\u001B[35m0.2.4b1-local\u001B[0m \u001B[36mdatabase_path\u001B[0m=\u001B[35m/Users/vasilije/Projects/tiktok/cognee/cognee/.cognee_system/databases\u001B[0m \u001B[36mgraph_database_name\u001B[0m=\u001B[35m\u001B[0m \u001B[36mos_info\u001B[0m=\u001B[35m'Darwin 23.6.0 (Darwin Kernel Version 23.6.0: Fri Jul 5 17:56:15 PDT 2024; root:xnu-10063.141.1~2/RELEASE_ARM64_T6031)'\u001B[0m \u001B[36mpython_version\u001B[0m=\u001B[35m3.12.9\u001B[0m \u001B[36mrelational_config\u001B[0m=\u001B[35mcognee_db\u001B[0m \u001B[36mstructlog_version\u001B[0m=\u001B[35m25.4.0\u001B[0m \u001B[36mvector_config\u001B[0m=\u001B[35mlancedb\u001B[0m\n", + "\u001B[2m2025-09-07T10:00:12.578388\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mRetrieved 85 nodes and 182 edges in 0.02 seconds\u001B[0m [\u001B[0m\u001B[1m\u001B[34mNeo4jAdapter\u001B[0m]\u001B[0m\n", "\n", - "\u001B[2m2025-09-06T06:59:51.092251\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mDatabase storage: /Users/vasilije/Projects/tiktok/cognee/cognee/.cognee_system/databases\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", + "\u001B[2m2025-09-07T10:00:12.580139\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mGraph projection completed: 85 nodes, 182 edges in 0.03s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mCogneeGraph\u001B[0m]\u001B[0m\n", "\n", - "\u001B[2m2025-09-06T06:59:52.602786\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[1mEmbeddingRateLimiter initialized: enabled=False, requests_limit=60, interval_seconds=60\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.132526\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mJSON extension already loaded or unavailable: Binder exception: Extension: JSON is already loaded. You can check loaded extensions by `CALL SHOW_LOADED_EXTENSIONS() RETURN *`.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.134408\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.134855\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mOntology file 'None' not found. No owl ontology will be attached to the graph.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.155702\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mPipeline run started: `b77e1142-b32a-5de4-a146-72e8e68c9f63`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_with_telemetry()\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.156164\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task started: `classify_documents`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.156587\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task started: `check_permissions_on_dataset`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.163529\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mAsync Generator task started: `extract_chunks_from_documents`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.247223\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task started: `extract_graph_from_data`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.253833\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.257573\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.260478\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.263534\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.266669\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T06:59:57.269548\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.714353\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pullrequest' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.715140\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 're-work indirect dependencies' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.715532\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'repository' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.715971\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.716375\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'date' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.716757\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2025-09-05' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.717160\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'file' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.717504\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/build.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.717906\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/fixup.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.718441\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/indirection.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.718858\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/nodes.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.719271\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/semanal.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.719602\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/server/deps.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.720130\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/test/typefixture.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.720628\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/typeanal.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.721014\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'test-data/unit/check-incremental.test' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.721743\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'function' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.722234\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '_visit_module_name' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.722708\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'visit_callable_type' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.723087\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'visit_tuple_type' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.723450\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'visit_type_alias_type' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.723901\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'codingpattern' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.724225\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'generator_expression' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.724520\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'context_manager' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.724828\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'class_definition' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.725120\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'type_hint' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.725436\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'improve type aliases used analysis in semanal' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.725711\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'analyze_alias' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.725964\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'add_type_alias_deps' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.726211\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'chore: add cline_docs/ to .gitignore' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.726444\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.gitignore' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.726680\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '[mypyc] add type annotations to tests' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.726948\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2025-09-04' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.727361\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test-data/fixtures/ir.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.727753\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test-data/fixtures/typing-full.pyi' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.728059\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test-data/run-dunders.test' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.728341\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test-data/run-singledispatch.test' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.728641\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'count' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.728917\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'print' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.729262\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '_specialform.__getitem__' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.729607\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'typevar.__init__' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.729939\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'typevar.__or__' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.730204\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'check functions without annotations in mypyc tests' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.730479\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test-data/run-classes.test' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.730923\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypyc/test/test_run.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.731248\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'type.__new__' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.731689\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'project' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.732033\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'cpython' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.732339\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'person' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.732708\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'thomas grainger' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.733031\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'adam turner' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.733567\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'arthur tacca' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.734137\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'jason zhang' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.734588\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2025-09-02' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.734967\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2025-06-03' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.735265\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2025-05-20' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.735768\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2024-10-26' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.736197\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2024-05-27' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.736615\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '2024-05-05' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.737016\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pull_request' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.737352\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pull request 19782' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.737710\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pull request 19217' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.738043\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'commit' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.738334\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'commit 28625d4f956f8d30671aba1daaac9735932983db' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.738677\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pep' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.739429\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pep 667' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.739873\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'pep 647' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.740324\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'gh-116307: enable frame proxy' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.740719\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'gh-118335: rename --experimental-interpreter' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.741232\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'support typeguard (pep 647)' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.741567\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'objects/frameobject.c' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.741942\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'doc/reference/datamodel.rst' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.742395\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'doc/whatsnew/3.13.rst' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.742737\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'october 12, 2020' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.743165\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'october 8, 2020' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.743448\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'september 11, 2020' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.743856\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'september 4, 2020' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.744257\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'august 27, 2020' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.744584\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'fix stubgenerator collector for bound arguments in namedtuple transformer' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.744930\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'add a separate issue form to report crashes (#9549)' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.745274\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'make the new bug templates less markup-heavy (#9438)' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.745650\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'add mypy_config_file_dir to environment when config file is read (2nd try) (#9414)' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.745977\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'revert \"add mypy_config_file_dir to environment when config file is read (#9403)\"' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.746276\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'revert issue template (#9345) -- it doesnt work' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.746628\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/fastparse2.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.746869\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/messages.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.747111\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/types.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.747325\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/fastparse.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.747767\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/meet.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.748332\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/join.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.748545\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/constraints.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.748829\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/config_parser.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.753080\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'mypy/test/testcmdline.py' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.753446\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'test-data/unit/envvars.test' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.753885\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/issue_template/crash.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.757988\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/issue_template/bug.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.758339\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/issue_template/documentation.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.762067\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/issue_template/feature.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.762408\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/issue_template/question.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.762819\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for '.github/pull_request_template.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.766980\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue_template.md' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.767370\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue' in category 'classes'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.767674\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9555' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.768025\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9549' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.768319\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9438' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.768640\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9414' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.768934\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #7968' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.769206\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9403' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.769529\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'issue #9345' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:37.769786\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mNo close match found for 'aghast' in category 'individuals'\u001B[0m [\u001B[0m\u001B[1m\u001B[34mOntologyAdapter\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.617705\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task started: `summarize_text`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.619358\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.621373\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.623627\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.625028\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.626371\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:41.627971\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:00:57.401770\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task started: `add_data_points`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.885063\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task completed: `add_data_points`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.885785\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task completed: `summarize_text`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.886217\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task completed: `extract_graph_from_data`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.886536\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mAsync Generator task completed: `extract_chunks_from_documents`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.886721\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task completed: `check_permissions_on_dataset`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.887053\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mCoroutine task completed: `classify_documents`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_base\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.887373\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mPipeline run completed: `b77e1142-b32a-5de4-a146-72e8e68c9f63`\u001B[0m [\u001B[0m\u001B[1m\u001B[34mrun_tasks_with_telemetry()\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:01.908348\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mGraph projection completed: 131 nodes, 442 edges in 0.01s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mCogneeGraph\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:02.082021\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mVector collection retrieval completed: Retrieved distances from 6 collections in 0.02s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", - "\n", - "\u001B[2m2025-09-06T07:01:02.085755\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mModel not found in LiteLLM's model_cost.\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" + "\u001B[2m2025-09-07T10:00:12.958731\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mVector collection retrieval completed: Retrieved distances from 6 collections in 0.03s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" ] } ], - "execution_count": 1 + "execution_count": 6 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-07T10:00:16.283950Z", + "start_time": "2025-09-07T10:00:16.280509Z" + } + }, + "cell_type": "code", + "source": "results[0]", + "id": "f08b362cbf12b398", + "outputs": [ + { + "data": { + "text/plain": [ + "'Here are the commits from the provided context:'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 7 }, { "metadata": {}, "cell_type": "markdown", "source": "What's happening here? The search() function uses natural language to query a knowledge graph containing Guido's development history. Unlike traditional databases, this understands the relationships between commits, language features, design decisions, and evolution over time.", - "id": "a862c3911acc8a45" + "id": "10d582d02ead905e" }, { "metadata": { "ExecuteTime": { - "end_time": "2025-09-06T07:27:16.098544Z", - "start_time": "2025-09-06T07:27:16.077200Z" + "end_time": "2025-09-07T10:04:42.969912Z", + "start_time": "2025-09-07T10:04:42.898473Z" } }, "cell_type": "code", "source": [ "from cognee import visualize_graph\n", "\n", - "await visualize_graph(\n", - ")" + "await visualize_graph('./guido_contributions.html')" ], - "id": "95ce5d24dfaefa6d", + "id": "1fb068f422bda6cf", "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\n", - "\u001B[2m2025-09-06T07:27:16.090258\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mGraph visualization saved as /Users/vasilije/graph_visualization.html\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", + "\u001B[2m2025-09-07T10:04:42.959421\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mRetrieved 85 nodes and 182 edges in 0.03 seconds\u001B[0m [\u001B[0m\u001B[1m\u001B[34mNeo4jAdapter\u001B[0m]\u001B[0m\n", "\n", - "\u001B[2m2025-09-06T07:27:16.091692\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mThe HTML file has been stored on your home directory! Navigate there with cd ~\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" + "\u001B[2m2025-09-07T10:04:42.963711\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mGraph visualization saved as ./guido_contributions.html\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n", + "\n", + "\u001B[2m2025-09-07T10:04:42.964638\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mThe HTML file has been stored at path: ./guido_contributions.html\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" ] }, { "data": { "text/plain": [ - "'\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n
\\n \\n\\n \\n \\n \\n \\n \\n '" + "'\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n
\\n \\n\\n \\n \\n \\n \\n \\n '" ] }, - "execution_count": 8, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], - "execution_count": 8 + "execution_count": 12 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-07T10:04:24.449814Z", + "start_time": "2025-09-07T10:04:24.443869Z" + } + }, + "cell_type": "code", + "source": [ + "from IPython.display import IFrame, HTML, display\n", + "display(IFrame(\"./guido_contributions.html\", width=\"100%\", height=\"500\"))" + ], + "id": "f24341c97d6eaccb", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 11 }, { "metadata": {}, @@ -547,37 +322,93 @@ "- PEP discussions mention Thomas Grainiger and Adam Turner\n", "- Time-based connections show how ideas evolved into features" ], - "id": "2612d59cf9e30fd3" + "id": "3418aa17bf35e3bb" }, { "metadata": {}, "cell_type": "markdown", - "source": "Now we'll add your own Python coding assistant conversations to see how they connect with Guido's contribution patterns and Python best practices.", - "id": "69f2413893dee8c2" + "source": "tNow we'll add your own the remaining data and see how they connections emerge between Guido's contributions, Python best practices and user conversations.", + "id": "5e8d9094a09ae05d" }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-07T11:29:01.564485Z", + "start_time": "2025-09-07T11:29:01.371325Z" + } + }, "cell_type": "code", - "outputs": [], - "execution_count": null, "source": [ - "cognee.add(\"file://notebooks/data/copilot_conversations.json\", node_set=\"conversation_logs\")\n", - "cognee.add(\"file://notebooks/data/my_developer_rules.md\", node_set=\"repository_data\")\n", - "cognee.add(\"file://notebooks/data/zen_principles.md\", node_set=\"repository_data\")\n", - "cognee.add(\"file://notebooks/data/pep_style_guide.md\", node_set=\"repository_data\")" + "await cognee.add(\"file://data/copilot_conversations.json\", node_set=\"conversation_logs\")\n", + "await cognee.add(\"file://data/my_developer_rules.md\", node_set=\"repository_data\")\n", + "await cognee.add(\"file://data/zen_principles.md\", node_set=\"repository_data\")\n", + "await cognee.add(\"file://data/pep_style_guide.md\", node_set=\"repository_data\")" ], - "id": "dd57680e827f8fda" + "id": "5315318324968f0f", + "outputs": [ + { + "data": { + "text/plain": [ + "PipelineRunCompleted(status='PipelineRunCompleted', pipeline_run_id=UUID('525400dd-b28e-59bf-aee9-ff7338a16159'), dataset_id=UUID('7cbac52a-507c-5a7d-aea8-91cc6a696792'), dataset_name='main_dataset', payload=None, data_ingestion_info=[{'run_info': PipelineRunAlreadyCompleted(status='PipelineRunAlreadyCompleted', pipeline_run_id=UUID('525400dd-b28e-59bf-aee9-ff7338a16159'), dataset_id=UUID('7cbac52a-507c-5a7d-aea8-91cc6a696792'), dataset_name='main_dataset', payload=None, data_ingestion_info=None), 'data_id': UUID('c2edae28-6c2f-5673-b354-b5376e88c6b1')}])" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 19 }, { "metadata": {}, + "cell_type": "markdown", + "source": "", + "id": "98b9b613d6d11bc5" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-09-07T10:07:59.212671Z", + "start_time": "2025-09-07T10:07:56.314960Z" + } + }, "cell_type": "code", - "outputs": [], - "execution_count": null, "source": [ "results = cognee.search(\"What Python type hinting challenges did I face, and how does Guido approach similar problems in mypy?\")\n", "print(results)" ], - "id": "f82beb746564effd" + "id": "98b69c45db2fca3", + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "\u001B[2m2025-09-07T10:07:56.373046\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mRetrieved 147 nodes and 322 edges in 0.03 seconds\u001B[0m [\u001B[0m\u001B[1m\u001B[34mNeo4jAdapter\u001B[0m]\u001B[0m\n", + "\n", + "\u001B[2m2025-09-07T10:07:56.375530\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mGraph projection completed: 147 nodes, 322 edges in 0.04s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mCogneeGraph\u001B[0m]\u001B[0m\n", + "\n", + "\u001B[2m2025-09-07T10:07:56.739044\u001B[0m [\u001B[32m\u001B[1minfo \u001B[0m] \u001B[1mVector collection retrieval completed: Retrieved distances from 6 collections in 0.02s\u001B[0m [\u001B[0m\u001B[1m\u001B[34mcognee.shared.logging_utils\u001B[0m]\u001B[0m\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[\"Using the provided context, I'll answer briefly about your type-hinting challenges and how Guido (in mypy) approaches similar problems.\"]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/b6/fdg52thn3h309cbg6kv5nryc0000gn/T/ipykernel_75109/564786944.py:1: RuntimeWarning: coroutine 'search' was never awaited\n", + " results = await cognee.search(\"What Python type hinting challenges did I face, and how does Guido approach similar problems in mypy?\")\n", + "RuntimeWarning: Enable tracemalloc to get the object allocation traceback\n" + ] + } + ], + "execution_count": 18 }, { "metadata": {}, @@ -588,7 +419,7 @@ "- \"Type hint implementation failed due to circular imports - similar to issue Guido solved in mypy PR #1234\"\n", "- \"Performance bottleneck in list comprehension matches pattern Guido optimized in CPython commit abc123\"" ], - "id": "15c29935a90a1d9b" + "id": "6c49c4c252036fa1" }, { "metadata": {}, @@ -598,7 +429,7 @@ "\n", "Memify is customizable and can use any transformation you'd like to write. But it also requires" ], - "id": "79324959f903f097" + "id": "a1f4606bfed8fc45" }, { "metadata": {}, @@ -606,7 +437,7 @@ "outputs": [], "execution_count": null, "source": "cognee.memify()", - "id": "b4b989ed1c7ade4f" + "id": "20234960f7566b15" }, { "metadata": {}, @@ -617,13 +448,13 @@ "- **Infer rule patterns** from your code (e.g., \"When implementing iterators, always follow the protocol Guido established\")\n", "- **Connect design philosophy to practice** (e.g., linking \"explicit is better than implicit\" to your type hinting decisions)\n" ], - "id": "3cedfb40f857bde6" + "id": "58d3ccec16f67c24" }, { "metadata": {}, "cell_type": "markdown", "source": "Now let's see how the system has connected your Python development patterns with established best practices:\n", - "id": "461fb16a0961720c" + "id": "a304033f9f0f5dcf" }, { "metadata": {}, @@ -638,13 +469,13 @@ ")\n", "print(\"Python Pattern Analysis:\", results)" ], - "id": "7f463438229e384a" + "id": "518fa9b17a604657" }, { "metadata": {}, "cell_type": "markdown", "source": "Now let's see use time awareness feature of cognee to see what are all events that happened between X and Y", - "id": "8d7e4b5f7cd618e6" + "id": "c641b8b7e50dd2ae" }, { "metadata": {}, @@ -652,13 +483,13 @@ "outputs": [], "execution_count": null, "source": "", - "id": "f439fb031326c2e" + "id": "28e7d5a75e076b8f" }, { "metadata": {}, "cell_type": "markdown", "source": "Hm, maybe we are unhappy with the result and want to give feedback to the system so it doesn't give us a bad answer again", - "id": "9303219b26163702" + "id": "ec6cf074a6c272ab" }, { "metadata": {}, @@ -666,7 +497,7 @@ "outputs": [], "execution_count": null, "source": "", - "id": "203b0273f082ee5a" + "id": "67dec85a658aad76" } ], "metadata": {