Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Building a Local ChatFile CLI App with Gemma 2 LLM: A Quick Guide

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，无须安装任何第三方agent库。

[ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Repository for Paper Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

Code and data for QueryAgent(ACL 2024)

[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

Converts text input or URL into knowledge graph and displays

[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers

The official data and code for EMNLP 2023 main conference paper: CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data

Medical Graph RAG: Graph RAG for the Medical Data

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Official dataset repository for "SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation."

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

基于电商数据微调的Qwen1.5系列的电商大模型，包括0.5b-base，0.5b-chat，1.8b-base，7b-base，以及基于llama3-chinese-sft版本的基础模型的sft后电商大模型。

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀