HarshMN2345 / HybridRAGapproachLinks
This project implements a Hybrid Retrieval-Augmented Generation (RAG) approach with knowledge graphs for interacting with PDF documents. The system integrates several advanced techniques to enhance interaction with document based data, combining text extraction, semantic understanding, and generative response generation.
☆13Updated 3 months ago
Alternatives and similar repositories for HybridRAGapproach
Users that are interested in HybridRAGapproach are comparing it to the libraries listed below
Sorting:
- The latest graphrag interface is used, using the local ollama to provide the LLM interface.Support for using the pip installation☆156Updated last year
- [EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering☆119Updated last year
- A repository for Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata☆43Updated 3 months ago
- Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)☆141Updated 11 months ago
- Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers☆84Updated 8 months ago
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆59Updated last year
- Create synthetic datasets for training and testing Language Learning Models (LLMs) in a Question-Answering (QA) context.☆54Updated 8 months ago
- Local RAG researcher agent built using Langgraph, DeepSeek R1 and Ollama☆128Updated 11 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…☆49Updated last year
- Demonstration an contract review Agent☆104Updated last year
- Hybrid-RAG is a hybrid Retrieval-Augmented Generation (RAG) model that leverages BERT for retrieving relevant documents and GPT-2 for gen…☆33Updated last year
- Build Neo4J Knowledge Graphs from Excel files☆22Updated last year
- Document-level Retrieval Augmented Knowledge Graph Construction☆199Updated 3 months ago
- A new novel multi-modality (Vision) RAG architecture☆36Updated last year
- Multimodal RAG with PyMuPDF☆43Updated last year
- Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆132Updated 6 months ago
- Code implement reposity of Paper HiQA☆104Updated 11 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆157Updated last month
- You can play any API server that compatible with OpenAI API☆24Updated last year
- GraphRAG Server☆108Updated 9 months ago
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆325Updated 4 months ago
- ☆60Updated last year
- Maximizing the Performance of a Simple RAG using RL☆90Updated 10 months ago
- Code implementation for DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning.☆46Updated 5 months ago
- Tutorials from AutoGen Basics to Use Cases☆33Updated 2 years ago
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆70Updated last year
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆46Updated 7 months ago
- ☆78Updated last year
- ☆41Updated 9 months ago
- Uses a blend of experimental techniques to enhance LLM RAG resultsets.☆98Updated 10 months ago