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.
☆102Updated last year
Alternatives and similar repositories for ARAGOG:
Users that are interested in ARAGOG are comparing it to the libraries listed below
- ☆143Updated 9 months ago
- Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.☆48Updated last year
- RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker☆108Updated 3 weeks ago
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆49Updated 9 months ago
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆155Updated last year
- 🔧 Compare how Agent systems perform on several benchmarks. 📊🚀☆95Updated 6 months ago
- ☆45Updated last year
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆144Updated last year
- ☆29Updated last year
- This repository implements the chain of verification paper by Meta AI☆168Updated last year
- ☆121Updated 2 months ago
- ☆74Updated 3 months ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆164Updated 7 months ago
- Codebase accompanying the Summary of a Haystack paper.☆77Updated 7 months ago
- A semantic research engine to get relevant papers based on a user query. Application frontend with Chainlit Copilot. Observability with L…☆82Updated 11 months ago
- Simple examples using Argilla tools to build AI☆52Updated 5 months ago
- Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB☆119Updated last year
- What, Why and How of LLMs.☆75Updated last year
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…☆62Updated 11 months ago
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.☆166Updated last year
- ☆117Updated 8 months ago
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆156Updated last year
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆78Updated 7 months ago
- ☆60Updated last year
- ☆91Updated last month
- Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.☆91Updated 5 months ago
- Open-source RAG evaluation through users' feedback☆182Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆99Updated last year
- A library for evaluating Retrieval-Augmented Generation (RAG) systems (The traditional ways).☆34Updated 8 months ago
- ☆144Updated this week