sqlite-vec>=0.1.6
prompt_toolkit>=3.0.52
rich>=14.2.0
asyncpg>=0.31.0
chromadb>=1.3.5
dashscope>=1.25.1
elasticsearch>=9.2.0
fastapi>=0.121.3
fastmcp>=2.14.1
httpx>=0.28.1
loguru>=0.7.3
mcp>=1.25.0
numpy>=2.2.6
openai>=2.8.1
pandas>=2.3.3
pydantic>=2.12.4
qdrant-client>=1.16.0
tavily-python>=0.7.13
tiktoken>=0.12.0
tqdm>=4.67.1
transformers>=4.57.3
uvicorn>=0.40.0
watchfiles>=1.1.1
pyyaml>=6.0.3

[core]
agentscope==1.0.20

[dev]
jupyter-book
ghp-import
myst-nb
sphinxcontrib-bibtex
furo
sphinxcontrib-mermaid
pre-commit
pytest>=8.0
pytest-asyncio>=0.23

[full]
reme_ai[dev,light,ray]

[light]
agentscope==1.0.20
flowllm[reme]>=0.2.0.10

[litellm]
litellm==1.80.0

[obvec]
pyobvector>=0.1.20
sqlalchemy>=2.0
sqlglot<30,>=25

[ray]
ray

[seekdb]

[seekdb:python_version >= "3.11"]
pyseekdb>=1.2.0

[zvec]
zvec
