YZ-Cai / SimGRAGLinks
Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"
☆110Updated 5 months ago
Alternatives and similar repositories for SimGRAG
Users that are interested in SimGRAG are comparing it to the libraries listed below
Sorting:
- ☆191Updated 2 months ago
- ☆166Updated 3 weeks ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆182Updated last year
- Source code for our paper: "SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals".☆66Updated 11 months ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆172Updated 8 months ago
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆90Updated 4 months ago
- Framework for building, orchestrating and deploying multi-agent systems. Managed by OpenAI Solutions team. Experimental framework.☆91Updated 7 months ago
- ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)☆78Updated 2 months ago
- Research repository on interfacing LLMs with Weaviate APIs. Inspired by the Berkeley Gorilla LLM.☆132Updated last month
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆113Updated 3 months ago
- GraphRAG database - hybrid graph / vector db☆127Updated 8 months ago
- Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)☆119Updated 3 months ago
- Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖☆68Updated 5 months ago
- An interactive integration of yFiles for HTML with LlamaIndex to visualize the knowledge graph used for query resolution.☆48Updated 2 months ago
- Simple Graph Memory for AI applications☆86Updated 2 weeks ago
- Build fast and accurate GenAI apps with GraphRAG SDK at scale.☆350Updated 2 weeks ago
- ☆55Updated 2 weeks ago
- ☆122Updated 3 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆208Updated last week
- Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning☆222Updated 3 months ago
- UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities☆80Updated 2 weeks ago
- ☆118Updated 9 months ago
- The long-term memory for your Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents☆62Updated 4 months ago
- This is the official repository for Auto-RAG.☆209Updated last month
- Simple examples using Argilla tools to build AI☆53Updated 6 months ago
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆81Updated 8 months ago
- ☆67Updated 3 months ago
- Official Repo for The Paper "Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems"☆51Updated 3 months ago
- Official code repository for Sketch-of-Thought (SoT)☆117Updated 3 weeks ago
- SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning☆53Updated 2 months ago