xiaohui-victor-li / FinDKG
Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance
☆111Updated 6 months ago
Alternatives and similar repositories for FinDKG:
Users that are interested in FinDKG are comparing it to the libraries listed below
- Graph based retrieval + GenAI = Better RAG in production☆202Updated 7 months ago
- A Large-Scale Company Relation Graph for Investment Industry☆131Updated 8 months ago
- RAG with Knowledge Graph☆37Updated 11 months ago
- demo app for Knowledge Graph Build with LLM LlamaIndex and NebulaGraph☆55Updated 7 months ago
- Active WIP for experimenting with GraphRAG and Knowledge Graphs☆63Updated 9 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆103Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆284Updated 8 months ago
- Curated list of Graph Neural Network Applications in Business, Finance and Banking☆83Updated 7 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆370Updated last week
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆101Updated 3 months ago
- How to construct knowledge graphs from unstructured data sources☆110Updated 4 months ago
- Code relating to the paper - Stock Embeddings: Learning Distributed Representations for Financial Assets☆71Updated 2 months ago
- Earnings-Call-Dataset / MAEC-A-Multimodal-Aligned-Earnings-Conference-Call-Dataset-for-Financial-Risk-PredictionRepository for CIKM 2020 resource track paper: MAEC: A Multimodal Aligned Earnings Conference Call Dataset for Financial Risk Prediction☆87Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆92Updated 9 months ago
- Schemas for WhyHow's automated knowledge graph creation SDK☆86Updated 6 months ago
- ☆136Updated 2 months ago
- When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain☆46Updated last week
- ☆36Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆145Updated 10 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆396Updated 3 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆168Updated 10 months ago
- Find and download SEC filings. Built on top of sec-edgar-downloader.☆35Updated last week
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆46Updated last month
- ☆115Updated 3 months ago
- Neo4j Graph Data Science with Graph ML & GNNs☆38Updated last year
- Generative AI Deep Dive Workshops☆98Updated 4 months ago
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆83Updated 10 months ago
- ☆289Updated last year
- [Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments☆136Updated 2 weeks ago
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently unde…☆197Updated last year