predlico / ARAGOG
ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research papers dataset. Includes modular code for easy experimentation and reusability.
☆91Updated 5 months ago
Related projects: ⓘ
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆117Updated 3 weeks ago
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆143Updated 5 months ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆111Updated 5 months ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆115Updated 3 months ago
- RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker☆101Updated last week
- This repository implements the chain of verification paper by Meta AI☆151Updated 11 months ago
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation☆157Updated 3 weeks ago
- ☆127Updated 2 months ago
- Code for explaining and evaluating late chunking (chunked pooling)☆117Updated this week
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.☆161Updated 4 months ago
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆120Updated 8 months ago
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆48Updated 2 months ago
- ☆82Updated 3 weeks ago
- RAGArch is a Streamlit-based application that empowers users to experiment with various components and parameters of Retrieval-Augmented …☆77Updated 7 months ago
- The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.☆71Updated 2 months ago
- awesome synthetic (text) datasets☆213Updated this week
- Let's build better datasets, together!☆195Updated last month
- Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.☆101Updated last week
- ☆45Updated 5 months ago
- Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.☆91Updated last week
- Codebase accompanying the Summary of a Haystack paper.☆65Updated 2 months ago
- Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.☆45Updated 8 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆147Updated 5 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆155Updated 2 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆68Updated last week
- A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with L…☆74Updated 4 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆93Updated 5 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆154Updated last month
- This is the reproduction repository for my 🤗 Hugging Face blog post on synthetic data☆57Updated 7 months ago
- Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB☆115Updated 7 months ago