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llama-index-packs-agent-search-retriever
llama-index-packs-agents-llm-compiler
llama-index-packs-amazon-product-extraction
llama-index-packs-arize-phoenix-query-engine
llama-index-packs-auto-merging-retriever
llama-index-packs-chroma-autoretrieval
llama-index-packs-code-hierarchy
llama-index-packs-cogniswitch-agent
llama-index-packs-cohere-citation-chat
llama-index-packs-corrective-rag
llama-index-packs-deeplake-deepmemory-retriever
llama-index-packs-deeplake-multimodal-retrieval
llama-index-packs-dense-x-retrieval
llama-index-packs-diff-private-simple-dataset
llama-index-packs-docugami-kg-rag
llama-index-packs-evaluator-benchmarker
llama-index-packs-finchat
llama-index-packs-fusion-retriever
llama-index-packs-fuzzy-citation
llama-index-packs-gmail-openai-agent
llama-index-packs-gradio-agent-chat
llama-index-packs-gradio-react-agent-chatbot
llama-index-packs-infer-retrieve-rerank
llama-index-packs-koda-retriever
llama-index-packs-llama-dataset-metadata
llama-index-packs-llama-guard-moderator
llama-index-packs-llava-completion
llama-index-packs-multi-document-agents
llama-index-packs-multi-tenancy-rag
llama-index-packs-multidoc-autoretrieval
llama-index-packs-nebulagraph-query-engine
llama-index-packs-neo4j-query-engine
llama-index-packs-node-parser-semantic-chunking
llama-index-packs-ollama-query-engine
llama-index-packs-panel-chatbot
llama-index-packs-query-understanding-agent
llama-index-packs-rag-cli-local
llama-index-packs-rag-evaluator
llama-index-packs-rag-fusion-query-pipeline
llama-index-packs-ragatouille-retriever
llama-index-packs-raptor
llama-index-packs-recursive-retriever
llama-index-packs-redis-ingestion-pipeline
llama-index-packs-resume-screener
llama-index-packs-retry-engine-weaviate
llama-index-packs-searchain
llama-index-packs-self-discover
llama-index-packs-self-rag
llama-index-packs-sentence-window-retriever
llama-index-packs-snowflake-query-engine
llama-index-packs-stock-market-data-query-engine
llama-index-packs-streamlit-chatbot
llama-index-packs-sub-question-weaviate
llama-index-packs-subdoc-summary
llama-index-packs-tables
llama-index-packs-timescale-vector-autoretrieval
llama-index-packs-trulens-eval-packs
llama-index-packs-vanna
llama-index-packs-vectara-rag
llama-index-packs-voyage-query-engine
llama-index-packs-zephyr-query-engine
README.md

LlamaPacks 📦

Llama-Pack Usage

If you merely intend to use the llama-pack, then the recommended route is via pip install:

pip install llama-index-packs-<name-of-pack>

For a list of our llama-packs Python packages, visit llamahub.ai.

On the other hand, if you wish to download a llama-pack and potentially custommize it, you can download it as a template. There are a couple of ways to do so. First, llama-packs can be downloaded as a template by using the llamaindex-cli tool that comes with llama-index:

llamaindex-cli download-llamapack ZephyrQueryEnginePack --download-dir ./zephyr_pack

Or with the download_llama_pack function directly (in this case, you must supply a download directory):

from llama_index.core.llama_pack import download_llama_pack

# download and install dependencies
LlavaCompletionPack = download_llama_pack(
    "LlavaCompletionPack", "./llava_pack"  # ./llava_pack is the download dir
)