LLamaIndex
##########


.. toctree::

    Llama_indexes/llm


* GitHub: https://github.com/run-llama/llama_index
* 官网: https://docs.llamaindex.ai/en/stable/
* [生态]LlamaHub (community library of data loaders): https://llamahub.ai
* [生态]LlamaLab (cutting-edge AGI projects using LlamaIndex): https://github.com/run-llama/llama-lab


源码结构::

    llama-index-core: 
        pip install llama-index-core
    llama-index-integrations:
        具体查看: https://llamahub.ai/
        包含的分类:
            Agents:
                pip install llama-index-agent-xxx
                例:
                pip install llama-index-agent-openai
            Data Loaders
                pip install llama-index-readers-xxx
                例:
                pip install llama-index-readers-file
            Embeddings
                pip install llama-index-embeddings-xxx
                例:
                pip install llama-index-embeddings-huggingface
                pip install llama-index-embeddings-openai
            LLMs
                pip install llama-index-llm-xxx
                例:
                pip install llama-index-llms-openai
                pip install llama-index-llms-huggingface
            multi-modal-llms
                pip install llama-index-multi-modal-llms-xxx
                例:
                pip install llama-index-multi-modal-llms-openai
            Vector Store
                pip install llama-index-vector-stores-xxx
                例:
                pip install llama-index-vector-stores-chroma
            Callbacks
                pip install llama-index-callbacks-xxx
                例:
                pip install llama-index-callbacks-aim
            ...
    llama-index-legacy
        pip install llama-index-legacy
    llama-index-networks
        pip install llama-index-networks
    llama-index-utils
        包含:
        llama-index-utils-qianfan
        llama-index-utils-huggingface
        llama-index-utils-azure



::

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    SUM:                           6662          88531         329259        1099235
    --------------------------------------------------------------------------------





``pip install llama-index`` 默认安装::

    llama-index-core
    llama-index-legacy # temporarily included
    llama-index-llms-openai
    llama-index-embeddings-openai
    llama-index-program-openai
    llama-index-question-gen-openai
    llama-index-agent-openai
    llama-index-readers-file
    llama-index-multi-modal-llms-openai

常用依赖::

    llama-index-llms-ollama
    llama-index-embeddings-huggingface