PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation
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May 7, 2025 - Python
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knowledge-extraction
Here are 28 public repositories matching this topic...
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
python3 information-extraction knowledge-base relation-extraction paper-implementations entity-relation knowledge-extraction open-domain
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Aug 26, 2019 - Python
Interact with the Deep Search platform for new knowledge explorations and discoveries
python nlp pdf-converter knowledge-graph rag knowledge-extraction semantic-retrieval accelerated-discovery deepsearch
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Jan 24, 2025 - Python
A knowledge extraction tool that uses a large language model to extract semantic information from text
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Jan 3, 2023 - Python
Though language model text embeddings have revolutionized NLP research, their ability to capture high-level semantic information, such as relations between entities in text, is limited. In this paper, we propose a novel contrastive learning framework that trains sentence embeddings to encode the relations in a graph structure. Given a sentence (…
deep-learning graphs information-extraction representation-learning languange-model knowledge-extraction contrastive-learning language-model-finetuning
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Apr 28, 2023 - Python
Advanced Semantics for Commonsense Knowledge Extraction (WWW 2021)
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Jan 3, 2023 - Python
[KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.
taxonomy kdd multi-view-learning self-supervised-learning knowledge-extraction hypernymy-detection gnn-propagated-embeddings taxonomy-expansion
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Jul 22, 2020 - Python
Stateful AI Agent for Knowledge Extraction
stateflow stateful ai-agents knowledge-extraction state-workflow dspy chain-of-thought agentic knowledge-retrieval dspy-ai agentic-workflow agentic-ai
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Jul 5, 2025 - Python
Refined Commonsense Knowledge from Large-Scale Web Contents (TKDE 2022)
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Oct 19, 2022 - Python
GenAI Mind Map Flow Builder uses LLMs (OpenAI & Google Gemini) to generate intelligent mind maps from diverse sources like PDFs, SQL, CSVs, media, and websites. Built with FastAPI and ReactJS, it visualizes key ideas and relationships for data analysis and knowledge discovery.
python reactjs openai mind-mapping mindmap knowledge-extraction fastapi second-brain llm flow-builder generative-ai google-gemini pdf-to-mindmap genai-mindmap-builder ai-mindmap-generator
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Mar 31, 2025 - Python
A tool for automating CIDOC CRM knowledge graph population using Large Language Models (LLMs), with a focus on RDF triple extraction from archaeological datasets.
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Apr 8, 2025 - Python
Python webapp for rapid extraction and analysis of YouTube content, enabling users to gain insights from videos and playlists without spending hours watching them.
python youtube web-app insights web-application transcript knowledge-extraction llm langchain-python
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Jun 14, 2025 - Python
WikiCausal: Corpus and Task for Evaluation of Causal Knowledge Graph Construction
knowledge wikipedia wikidata knowledge-graph relation-extraction causal knowledge-extraction causal-knowledge
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May 8, 2025 - Python
Explainable Scientific Research Assistant - Information Extraction Part
knowledge-graph named-entity-recognition relation-extraction coreference-resolution knowledge-extraction
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Jun 6, 2021 - Python
End-to-end Knowledge Extraction engine. It extracts knowledge from free text and shows the knowledge in Neo4j. It extracts entities and the relationship between entities, even different expressions of the same entity is in different sentences of the text.
flask neo4j knowledge-graph named-entity-recognition stanford-nlp ner relation-extraction coreference-resolution knowledge-extraction
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Jun 6, 2022 - Python
📚 AI-Powered Book PDF Knowledge Extractor & Summarizer Transform your PDF books into structured knowledge effortlessly! This tool leverages AI to analyze books page by page, extracting key insights, definitions, and concepts, and organizes them into Markdown summaries for easier study
python markdown pdf machine-learning natural-language-processing automation ai text-analysis openai text-summarization document-analysis study-materials pymupdf knowledge-extraction pdf-processing book-summary educational-tools pdf-summarization ai-powered-tools
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Jan 2, 2025 - Python
GPT3/GPT4, information extraction from historical texts
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Sep 24, 2023 - Python
A set of python softwares for knowledge extraction from sustainability reports
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Oct 20, 2023 - Python
Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)
python pdf workflow json knowledge text extraction spacy kleis keyphrase-extraction pcu langdetect knowledge-extraction pcu-language pcu-json pcu-nlp pcu-keyphrase pcu-relation pcu-pdf pcu-io
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Nov 28, 2018 - Python
Iterative expert research system for extracting structured knowledge from images and converts them into trainable tokens for domain-specific Language Models
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Jul 14, 2025 - Python
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