ragit 0.4.5

git-like rag pipeline
Documentation 
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ragit is an all-in-one RAG framework that helps you create, query and share knowledge-bases in a git-like workflow.

Run `rag help <COMMAND>` to read more documents.

Create a new knowledge-base
    archive-extract
    clone
    init

Share a knowledge-base
    archive-create
    push

Work with an existing knowledge-base
    add
    build
    gc
    ii-build
    ii-reset
    rm

Get information about a knowledge-base
    audit
    cat-file
    config
    ii-status
    ls-chunks
    ls-files
    ls-images
    ls-models
    ls-terms
    meta
    status

Query a knowledge-base
    query

List query history
    ls-queries

Simulate each pipeline
    extract-keywords
    tfidf
    retrieve-chunks

ragit also has extra tutorial commands
    rag help chunks
    rag help config-reference
    rag help pipeline
    rag help quick-guide
    rag help uid-query