- 操作系统: wsl2, ubuntu
- Python: 3.10
- conda: 24.11.0
conda create -n rag-llamaindex-linux python=3.10
conda install conda-forge::llama-index
conda install conda-forge::python-dotenv
pip install llama-index-embeddings-huggingface
pip install llama-index-llms-deepseek
%pip install llama-index-llms-openai
pip install llama-index-readers-database
pip install llama-index-experimental
pip install llama-index-postprocessor-flag-embedding-reranker
pip install torch transformers python-pptx Pillow
pip install "unstructured[all]"
pip install huggingface_hub[hf_xet]
pip install camelot-py
pip install opencv-python
pip install pdfplumber
pip install "unstructured[image]"
pip install "unstructured[pptx]"
pip install "unstructured[md]"
pip install jq
pip install pymup
75C3
df
pip install pytesseract
pip install PyMySQL
pip install pdfplumber
pip install mysqlclient
pip install ghostscript
pip install neo4j
conda install conda-forge::flagembedding
pip install rank_bm25
pip install llama-index-retrievers-bm25
conda create -n rag-langchain-linux python=3.10
pip install langchain langchain-community langchain-huggingface langgraph langchain-unstructured langchain-deepseek langsmith langchain-cohere
pip install python-dotenv
pip install beautifulsoup4
pip install faiss-cpu
pip install huggingface_hub[hf_xet]
pip install unstructured
pip install "unstructured[image]"
pip install "unstructured[pptx]"
pip install "unstructured[md]"
pip install jq
pip install pymupdf
pip install pytesseract
pip install PyMySQL
pip install camelot-py
pip install opencv-python
pip install pdfplumber
pip install ghostscript
pip install docx2txt
pip install pymilvus
pip install "pymilvus[model]"
pip install neo4j
pip install youtube-transcript-api
pip install pytube
pip install langchain-chroma
pip install rank_bm25
pip install llmlingua
pip install datasets
pip install "ragas[all]"
pip install "trulens[all]"
pip install deepeval
CREATE TABLE game_scenes (
id INT AUTO_INCREMENT PRIMARY KEY,
scene_name VARCHAR(100) NOT NULL,
description TEXT,
difficulty_level INT,
boss_name VARCHAR(100),
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
);
INSERT INTO game_scenes (scene_name, description, difficulty_level, boss_name)
VALUES
('花果山', '悟空的出生地，山清水秀，仙气缭绕', 2, '六耳猕猴'),
('水帘洞', '花果山中的洞穴，悟空的老家', 1, NULL),
('火焰山', '炙热难耐的火山地带，充满岩浆与烈焰', 4, '牛魔王'),
('龙宫', '东海龙王的宫殿，水下奇景', 3, '敖广'),
('灵山', '如来佛祖居住的圣地，佛光普照', 5, '如来佛祖');bge-visualized-base-en-v1.5, bge-visualized-m3)
在根目录，
git clone https://github.com/FlagOpen/FlagEmbedding.git
cd FlagEmbedding
pip install -U FlagEmbedding
cd FlagEmbedding/research/visual_bge
pip install .