DeepSearcher

git clone https://github.com/zilliztech/deep-searcher.git
cd deep-searcher

#MAKE SURE the python version is greater than or equal to 3.10
python3 -m venv .venv
source .venv/bin/activate

pip install -e .

export JIEKOU_API_KEY="YOUR_JIEKOU_API_KEY"

config.set_provider_config("llm", "JiekouAI", {"model": "claude-sonnet-4-5-20250929"})
config.set_provider_config("embedding", "JiekouAIEmbedding", {"model": "qwen/qwen3-embedding-8b"})

load_from_local_files(
    paths_or_directory=os.path.join(current_dir, "data/WhatisMilvus.pdf"),
    collection_name="milvus_docs",
    collection_description="All Milvus Documents",
    force_new_collection=True, # If you want to drop origin collection and create a new collection every time,set force_new_collection to True
)
question="Write a report comparing Milvus with other vector databases."

python examples/basic_example.py