AutoRAG
Automatically Evaluate RAG pipelines with your own data. Find optimal structure for new RAG product.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install autorag
Dependencies
- couchbase
- llama-index-llms-openai
- tiktoken
- llama-index-llms-bedrock
- pyyaml
- qdrant-client
- aiohttp
- llama-index-embeddings-openai
- fastparquet
- emoji
- llama-index-readers-file
- langchain-core
- grpcio-health-checking
- pandas
- seaborn
- openai
- banks
- llama-index-embeddings-ollama
- ipywidgets
- voyageai
- gradio
- rouge-score
- pyarrow
- llama-index
- pinecone
- rich
- langchain-community
- weaviate-client
- quart
- chromadb
- llama-index-llms-openai-like
- llama-index-retrievers-bm25
- panel
- fastapi
- langchain-upstage
- tqdm
- ipykernel
- grpcio
- langchain-unstructured
- llama-index-embeddings-openai-like
- streamlit
- scikit-learn
- pymilvus
- click
- ipywidgets-bokeh
- langsmith
- llama-index-core
- datasets
- mixedbread-ai
- grpcio-status
- evaluate
- cohere
- pydantic
- rank-bm25
- tokenlog
- pyngrok
- grpcio-tools
- numpy
- sacrebleu
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
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| 0.3.17 | 2025-08-26 | ||||
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| 0.3.16 | 2025-06-22 | ||||
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| 0.3.13 | 2025-01-25 | ||||
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| 0.3.12 | 2024-12-09 | ||||
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| 0.3.11 | 2024-11-29 | ||||
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| 0.3.11rc3 pre-release | 2024-12-09 | ||||
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| 0.3.11rc2 pre-release | 2024-12-03 | ||||
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| 0.3.11rc1 pre-release | 2024-12-03 | ||||
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| 0.3.10 | 2024-11-20 | ||||
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| 0.3.10rc1 pre-release | 2024-11-21 | ||||
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| 0.3.9 | 2024-11-10 | ||||
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| 0.3.8 | 2024-10-30 | ||||
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| 0.3.8rc1 pre-release | 2024-11-01 | ||||
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| 0.3.7 | 2024-10-24 | ||||
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| 0.3.6 | 2024-10-17 | ||||
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| 0.3.5 | 2024-10-13 | ||||
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| 0.3.5rc1 pre-release | 2024-10-14 | ||||
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| 0.3.4 | 2024-10-09 | ||||
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| 0.3.3 | 2024-10-05 | ||||
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| 0.3.3rc16 pre-release | 2024-10-08 | ||||
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| 0.3.2 | 2024-10-03 | ||||
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| 0.3.1 | 2024-10-01 | ||||
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| 0.3.0 | 2024-09-25 | ||||
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| 0.2.18 | 2024-09-18 | ||||
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| 0.2.17 | 2024-09-16 | ||||
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| 0.2.16 | 2024-09-12 | ||||
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| 0.2.15 | 2024-08-27 | ||||
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| 0.2.14 | 2024-08-16 | ||||
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| 0.2.13 | 2024-08-06 | ||||
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| 0.2.12 | 2024-08-03 | ||||
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| 0.2.11 | 2024-07-23 | ||||
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| 0.2.10 | 2024-07-15 | ||||
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| 0.2.9 | 2024-07-09 | ||||
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| 0.2.8 | 2024-06-29 | ||||
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| 0.2.7 | 2024-06-25 | ||||
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| 0.2.6 | 2024-06-20 | ||||
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| 0.2.5 | 2024-06-12 | ||||
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| 0.2.4 | 2024-06-08 | ||||
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| 0.2.3 | 2024-06-03 | ||||
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| 0.2.2 | 2024-05-30 | ||||
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| 0.2.1 | 2024-05-28 | ||||
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| 0.2.0 | 2024-05-21 | ||||
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| 0.1.12 | 2024-05-16 | ||||
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| 0.1.11 | 2024-05-14 | ||||
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| 0.1.10 | 2024-05-09 | ||||
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| 0.1.9 | 2024-05-01 | ||||
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| 0.1.8 | 2024-04-29 | ||||
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| 0.1.7 | 2024-04-28 | ||||
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| 0.1.6 | 2024-04-27 | ||||
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| 0.1.5 | 2024-04-24 | ||||
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| 0.1.4 | 2024-04-22 | ||||
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| 0.1.3 | 2024-04-14 | ||||
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| 0.1.2 | 2024-04-10 | ||||
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| 0.1.1 | 2024-04-05 | ||||
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| 0.1.0 | 2024-03-31 | ||||
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| 0.0.14 | 2024-03-26 | ||||
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| 0.0.13 | 2024-03-17 | ||||
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| 0.0.12 | 2024-03-14 | ||||
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| 0.0.11 | 2024-03-07 | ||||
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| 0.0.10 | 2024-02-22 | ||||
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| 0.0.9 | 2024-02-18 | ||||
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| 0.0.8 | 2024-02-16 | ||||
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| 0.0.7 | 2024-02-15 | ||||
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| 0.0.6 | 2024-02-10 | ||||
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| 0.0.5 | 2024-02-08 | ||||
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| 0.0.4 | 2024-02-06 | ||||
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| 0.0.3 | 2024-02-04 | ||||
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| 0.0.2 | 2024-02-03 | ||||
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| 0.0.1 | 2024-02-01 | ||||
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