YuxingLu613 / KARMA
Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
☆35Updated 3 weeks ago
Alternatives and similar repositories for KARMA:
Users that are interested in KARMA are comparing it to the libraries listed below
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆173Updated last year
- Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆105Updated 3 months ago
- Schemas for WhyHow's automated knowledge graph creation SDK☆91Updated 7 months ago
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆44Updated 5 months ago
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆91Updated 2 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆60Updated last week
- How to construct knowledge graphs from unstructured data sources☆119Updated 6 months ago
- GraphRAG database - hybrid graph / vector db☆123Updated 6 months ago
- ☆41Updated 3 months ago
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆76Updated 6 months ago
- ☆55Updated 4 months ago
- Tutorial for DSPy☆23Updated 11 months ago
- Code to extract Knowledge Graph from normal, unstructured text and visualize the resulting graph☆58Updated last year
- ☆17Updated last week
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆36Updated 3 months ago
- RAG with Knowledge Graph☆38Updated last year
- ☆88Updated 2 weeks ago
- ☆119Updated last month
- collection of text2cypher datasets, evaluations, and finetuning instructions☆165Updated 9 months ago
- Source code for our paper: "SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals".☆65Updated 9 months ago
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆43Updated last year
- Network Analysis through LLMs for Knowledge Extraction☆29Updated last year
- ☆98Updated 6 months ago
- RAGLight is a lightweight and modular Python library for implementing Retrieval-Augmented Generation (RAG), Agentic RAG and RAT (Retrieva…☆24Updated last week
- GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction☆68Updated 8 months ago
- Dynamic Metadata based RAG Framework☆72Updated 8 months ago
- Open replication of DeepSeek R1 for text-to-graph extraction.☆88Updated 2 months ago
- ☆24Updated 2 months ago
- MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding☆71Updated this week
- Python SDK for experimenting, testing, evaluating & monitoring LLM-powered applications - Parea AI (YC S23)☆77Updated last month