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Notebooks and code for gettting structured output from LLMs

Jupyter Notebook 1 Updated Feb 18, 2025

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Python 5,440 355 Updated Feb 25, 2025

GraphRAG / From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Python 94 13 Updated Oct 31, 2024

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

TypeScript 40,271 3,548 Updated Feb 25, 2025

A modular graph-based Retrieval-Augmented Generation (RAG) system

Python 22,774 2,264 Updated Feb 25, 2025

Multilingual/multidomain question generation datasets, models, and python library for question generation.

Python 345 34 Updated Aug 20, 2024

A proposal for a structured LLM prompt method.

Jupyter Notebook 54 9 Updated May 12, 2023

Evaluation and Tracking for LLM Experiments

Python 2,338 203 Updated Feb 25, 2025

EcoAssistant: using LLM assistant more affordably and accurately

Python 132 7 Updated Jun 30, 2024

A python script that uses Spacy library to detect contradiction among input statements

Python 2 1 Updated Aug 27, 2019

Using Langchain and LLMs to chat with Github repos

Python 73 35 Updated May 30, 2024

The Memory layer for AI Agents

Python 24,834 2,303 Updated Feb 25, 2025
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