velocirag for LangChain
io.github.haseebkhalid1507/velocirag
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
client:LangChain
transport:stdio
runtime:pypi
Install velocirag in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"velocirag": {
"transport": "stdio",
"command": "uvx",
"args": ["velocirag"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs