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Top 23 Python knowledge-graph Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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dgl-ke
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
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contextualise
Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
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SaaSHub
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espial
Espial is an engine for automated organization and discovery of personal knowledge (by Uzay-G)
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PheKnowLator
PheKnowLator: Heterogeneous Biomedical Knowledge Graphs and Benchmarks Constructed Under Alternative Semantic Models
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codex
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia (by tsafavi)
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PFoodReq
Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"
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Project mention: RecBole – A unified, comprehensive and efficient recommendation library | news.ycombinator.com | 2024-01-17
Project mention: Would this method work to increase the memory of the model? Saving summaries generated by a 2nd model and injecting them depending on the current topic. | /r/LocalLLaMA | 2023-06-09
Project mention: PyGraft: Configurable Generation of Schemas and Knowledge Graphs | news.ycombinator.com | 2023-09-13
Project mention: Show HN: KGL, a query language for knowledge graphs | news.ycombinator.com | 2024-03-26
Project mention: [D] ChatGPT4 doesn’t cut it for my work. Need a more accurate tool. | /r/MachineLearning | 2023-12-06We have a research-focused framework for these kinds of tasks here: https://github.com/biocypher/biochatter. Requests and contributions welcome.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python knowledge-graph related posts
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Show HN: KGL, a query language for knowledge graphs
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RecBole – A unified, comprehensive and efficient recommendation library
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A list of system prompts used for biomedical RAG (KG-RAG) using LLM
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First Personal Search Engine Prototype
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Enable GPT with biomedical knowledge and efficient token usage using KG-RAG
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Supercharge the LLM with a Knowledge Graph Using KG-RAG
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Infusing Domain Knowledge to Large Language Models Using KG-RAG
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A note from our sponsor - SaaSHub
www.saashub.com | 10 May 2024
Index
What are some of the best open-source knowledge-graph projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | RecBole | 3,190 |
| 2 | DeepKE | 2,973 |
| 3 | dgl-ke | 1,236 |
| 4 | contextualise | 1,038 |
| 5 | pygraft | 641 |
| 6 | qagnn | 588 |
| 7 | wikmd | 294 |
| 8 | topic-db | 249 |
| 9 | pyRDF2Vec | 240 |
| 10 | espial | 170 |
| 11 | kg-reeval | 141 |
| 12 | PheKnowLator | 141 |
| 13 | codex | 136 |
| 14 | zsl-kg | 107 |
| 15 | zef | 108 |
| 16 | knowledge-graph-language | 81 |
| 17 | typedb-bio | 73 |
| 18 | SchemaGPT | 67 |
| 19 | zeroshot_topics | 60 |
| 20 | PFoodReq | 57 |
| 21 | biochatter | 42 |
| 22 | kgsearch | 35 |
| 23 | ckb | 20 |
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