rag-evaluation

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Here are 12 public repositories matching this topic...

Giskard-AI / giskard

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🐢 Open-Source Evaluation & Testing for AI & LLM systems

Updated Dec 12, 2024
Python

Marker-Inc-Korea / AutoRAG

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AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

python open-source qa benchmarking ops pipeline analysis optimization evaluation embeddings automl document-parser rag llm retrieval-augmented-generation llm-ops llm-evaluation rag-evaluation

Updated Dec 12, 2024
Python

Agenta-AI / agenta

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The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.

prompt-engineering prompt-management llm-tools llm-framework llm-playground llm-platform llm-evaluation rag-evaluation llm-monitoring llm-as-a-judge llm-observability llmops-platform

Updated Dec 12, 2024
Python

frutik / Awesome-RAG

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rag rag-implementation rag-evaluation

Updated Sep 9, 2024

RomiconEZ / llamator

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Framework for testing vulnerabilities of large language models (LLM).

Updated Dec 12, 2024
Python

mts-ai / rurage

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information-retrieval question-answering rag llm-evaluation rag-evaluation

Updated Nov 15, 2024
Python

oztrkoguz / RAG-Framework-Evaluation

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This project aims to compare different Retrieval-Augmented Generation (RAG) frameworks in terms of speed and performance.

swarms autogen rag langchain llamaindex rag-evaluation crewai langchain-rag autogen-rag crewai-rag llamaindex-rag swarms-rag

Updated Jul 28, 2024
Python

AnasAber / MLflow_with_RAG

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Using MLflow to track a RAG pipeline, using LLamaIndex and Ollama/HuggingfaceLLMs

evaluation-metrics mrr rag mlops mlflow mlflow-tracking-server mlflow-tracking mlflow-projects hit-rate mlflow-ui mlops-template llamaindex rag-evaluation rag-pipeline llamaindex-rag

Updated Dec 9, 2024
Jupyter Notebook

TajaKuzman / pandachat-rag-benchmark

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PandaChat-RAG benchmark for evaluation of RAG systems on a non-synthetic Slovenian test dataset.

retrieval embedding-models slovenian rag slovenian-language test-dataset llm retrieval-augmented-generation rag-evaluation slovenian-language-dataset

Updated Oct 27, 2024
Python

simranjeet97 / Learn_RAG_from_Scratch_LLM

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Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

artificial-intelligence rag datascience-machinelearning generative-ai llm-training retrieval-augmented-generation rag-model llm-framework llm-apps llm-evaluation genai-usecase rag-implementation rag-evaluation rag-embeddings rag-pipeline rag-llm rag-chatbot rag-application genai-domain

Updated Nov 29, 2024
Jupyter Notebook

jhaayush2004 / RAG-Evaluation

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Different approaches to evaluate RAG !!!

rag wandb giskard langchain vectara rag-evaluation hallucination-detection ragas bert-score

Updated Aug 13, 2024
Jupyter Notebook

dfavenfre / RAG-Optimization

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optimization embedding-models large-language-models retrieval-augmented-generation rag-evaluation rag-optimization

Updated Oct 1, 2024
Jupyter Notebook

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rag-evaluation

Here are 12 public repositories matching this topic...

Giskard-AI / giskard

Marker-Inc-Korea / AutoRAG

Agenta-AI / agenta

frutik / Awesome-RAG

RomiconEZ / llamator

mts-ai / rurage

oztrkoguz / RAG-Framework-Evaluation

AnasAber / MLflow_with_RAG

TajaKuzman / pandachat-rag-benchmark

simranjeet97 / Learn_RAG_from_Scratch_LLM

jhaayush2004 / RAG-Evaluation

dfavenfre / RAG-Optimization

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