b58d7d44f3
<!-- .github/pull_request_template.md --> ## Description <!-- Provide a clear description of the changes in this PR --> ## DCO Affirmation I affirm that all code in every commit of this pull request conforms to the terms of the Topoteretes Developer Certificate of Origin. --------- Signed-off-by: Diego B Theuerkauf <diego.theuerkauf@tuebingen.mpg.de> Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com> Co-authored-by: Boris Arzentar <borisarzentar@gmail.com> Co-authored-by: Boris <boris@topoteretes.com> Co-authored-by: Igor Ilic <igorilic03@gmail.com> Co-authored-by: Hande <159312713+hande-k@users.noreply.github.com> Co-authored-by: Matea Pesic <80577904+matea16@users.noreply.github.com> Co-authored-by: hajdul88 <52442977+hajdul88@users.noreply.github.com> Co-authored-by: Daniel Molnar <soobrosa@gmail.com> Co-authored-by: Diego Baptista Theuerkauf <34717973+diegoabt@users.noreply.github.com> Co-authored-by: Dmitrii Galkin <36552323+dm1tryG@users.noreply.github.com> Co-authored-by: coderabbitai[bot] <136622811+coderabbitai[bot]@users.noreply.github.com> Co-authored-by: lxobr <122801072+lxobr@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions@users.noreply.github.com>
109 lines
8.2 KiB
Text
Vendored
109 lines
8.2 KiB
Text
Vendored
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-03T09:53:28.509066Z",
|
|
"start_time": "2025-05-03T09:52:53.464324Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"from openai import OpenAI\n",
|
|
"\n",
|
|
"# Use /api/v1/auth/login to get JWT\n",
|
|
"\n",
|
|
"client = OpenAI(api_key=\"COGNEE_API_KEY\", base_url=\"http://localhost:8000/api/v1/\")\n",
|
|
"\n",
|
|
"client.responses.create(\n",
|
|
" model=\"cognee-v1\",\n",
|
|
" input=\"Cognify: Natural language processing (NLP) is an interdisciplinary subfield of computer science and information retrieval.\",\n",
|
|
")"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n",
|
|
"\u001B[1mHTTP Request: POST http://localhost:8000/api/v1/responses \"HTTP/1.1 307 Temporary Redirect\"\u001B[0m\n",
|
|
"\u001B[1mHTTP Request: POST http://localhost:8000/api/v1/responses/ \"HTTP/1.1 200 OK\"\u001B[0m"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Response(id='resp_6815e775ed1c8191a7c9e5cd7d18dd6d01678e9c98ad3fea', created_at=None, error=None, incomplete_details=None, instructions=None, metadata=None, model='cognee-v1', object='response', output=None, parallel_tool_calls=None, temperature=None, tool_choice=None, tools=None, top_p=None, max_output_tokens=None, previous_response_id=None, reasoning=None, status='completed', text=None, truncation=None, usage=ResponseUsage(input_tokens=None, output_tokens=None, output_tokens_details=None, total_tokens=242, prompt_tokens=207, completion_tokens=35), user=None, created=1746266008, toolCalls=[{'id': 'call_VPk6HLbJClOEeznVbLe5l5zJ', 'type': 'function', 'function': {'name': 'cognify', 'arguments': '{\"text\":\"Natural language processing (NLP) is an interdisciplinary subfield of computer science and information retrieval.\"}'}, 'output': {'status': 'success', 'data': {'result': 'Text successfully converted into knowledge graph.'}}}])"
|
|
]
|
|
},
|
|
"execution_count": 29,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 29
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-05-03T09:53:35.039433Z",
|
|
"start_time": "2025-05-03T09:53:31.791117Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"from openai import OpenAI\n",
|
|
"\n",
|
|
"client = OpenAI(api_key=\"COGNEE_API_KEY\", base_url=\"http://localhost:8000/api/v1/\")\n",
|
|
"\n",
|
|
"client.responses.create(\n",
|
|
" model=\"cognee-v1\",\n",
|
|
" input=\"Search insights about NLP\",\n",
|
|
")"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n",
|
|
"\u001B[1mHTTP Request: POST http://localhost:8000/api/v1/responses \"HTTP/1.1 307 Temporary Redirect\"\u001B[0m\n",
|
|
"\u001B[1mHTTP Request: POST http://localhost:8000/api/v1/responses/ \"HTTP/1.1 200 OK\"\u001B[0m"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Response(id='resp_6815e79c2e5c8191a2b2279408544f560bbe226c4ebfeb1f', created_at=None, error=None, incomplete_details=None, instructions=None, metadata=None, model='cognee-v1', object='response', output=None, parallel_tool_calls=None, temperature=None, tool_choice=None, tools=None, top_p=None, max_output_tokens=None, previous_response_id=None, reasoning=None, status='completed', text=None, truncation=None, usage=ResponseUsage(input_tokens=None, output_tokens=None, output_tokens_details=None, total_tokens=215, prompt_tokens=188, completion_tokens=27), user=None, created=1746266015, toolCalls=[{'id': 'call_lP8Le7A76id2MIKqVYa3gvI8', 'type': 'function', 'function': {'name': 'search', 'arguments': '{\"search_query\":\"NLP\",\"search_type\":\"INSIGHTS\",\"top_k\":5}'}, 'output': {'status': 'success', 'data': {'result': [[{'created_at': 1746265986926, 'updated_at': '2025-05-03T09:53:06.926000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['text']}, 'type': 'DocumentChunk', 'belongs_to_set': None, 'text': 'Natural language processing (NLP) is an interdisciplinary subfield of computer science and information retrieval.', 'chunk_size': 34, 'chunk_index': 0, 'cut_type': 'sentence_end', 'id': '6b85cc38-be93-5ada-bed1-90cddad3c385'}, {'source_node_id': '6b85cc38-be93-5ada-bed1-90cddad3c385', 'target_node_id': 'bc338a39-64d6-549a-acec-da60846dd90d', 'relationship_name': 'contains', 'updated_at': '2025-05-03T09:53:24.988192Z'}, {'created_at': 1746265992781, 'updated_at': '2025-05-03T09:53:12.781000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'natural language processing', 'description': 'An interdisciplinary subfield of computer science and information retrieval.', 'id': 'bc338a39-64d6-549a-acec-da60846dd90d'}], [{'created_at': 1746265992781, 'updated_at': '2025-05-03T09:53:12.781000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'natural language processing', 'description': 'An interdisciplinary subfield of computer science and information retrieval.', 'id': 'bc338a39-64d6-549a-acec-da60846dd90d'}, {'source_node_id': 'bc338a39-64d6-549a-acec-da60846dd90d', 'target_node_id': 'dd9713b7-dc20-5101-aad0-1c4216811147', 'relationship_name': 'is_a', 'updated_at': '2025-05-03T09:53:24.988195Z'}, {'created_at': 1746265992781, 'updated_at': '2025-05-03T09:53:12.781000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'EntityType', 'belongs_to_set': None, 'name': 'concept', 'description': 'concept', 'id': 'dd9713b7-dc20-5101-aad0-1c4216811147'}], [{'created_at': 1746265992781, 'updated_at': '2025-05-03T09:53:12.781000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'natural language processing', 'description': 'An interdisciplinary subfield of computer science and information retrieval.', 'id': 'bc338a39-64d6-549a-acec-da60846dd90d'}, {'relationship_name': 'is_a_subfield_of', 'source_node_id': 'bc338a39-64d6-549a-acec-da60846dd90d', 'target_node_id': '6218dbab-eb6a-5759-a864-b3419755ffe0', 'ontology_valid': False, 'updated_at': '2025-05-03T09:53:18.000683Z'}, {'created_at': 1746265992782, 'updated_at': '2025-05-03T09:53:12.782000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'computer science', 'description': 'The study of computers and computational systems.', 'id': '6218dbab-eb6a-5759-a864-b3419755ffe0'}], [{'created_at': 1746265992781, 'updated_at': '2025-05-03T09:53:12.781000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'natural language processing', 'description': 'An interdisciplinary subfield of computer science and information retrieval.', 'id': 'bc338a39-64d6-549a-acec-da60846dd90d'}, {'relationship_name': 'is_a_subfield_of', 'source_node_id': 'bc338a39-64d6-549a-acec-da60846dd90d', 'target_node_id': '02bdab9a-0981-518c-a0d4-1684e0329447', 'ontology_valid': False, 'updated_at': '2025-05-03T09:53:18.000691Z'}, {'created_at': 1746265992782, 'updated_at': '2025-05-03T09:53:12.782000Z', 'ontology_valid': False, 'version': 1, 'topological_rank': 0, 'metadata': {'index_fields': ['name']}, 'type': 'Entity', 'belongs_to_set': None, 'name': 'information retrieval', 'description': 'The activity of obtaining information system resources that are relevant to an information request.', 'id': '02bdab9a-0981-518c-a0d4-1684e0329447'}]]}}}])"
|
|
]
|
|
},
|
|
"execution_count": 30,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 30
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.11.8"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|