Knowledge Base with Faiss and Bailian (embedding and rerank)
使用 Python、FAISS、BM25、阿里云百炼 text-embedding-v4 与可选的 qwen3-rerank,维护基于文件目录的本地知识库;适用于在 OpenClaw 预先抽取文本后,遍历 chunks 与 T2Q 建立索引,以及对指定知识库或全部知识库做综合、语义或关键词查询。 Skill: Knowledge Base with Faiss and Bailian (embedding and rerank) Slug: rag-kb Owner: kadbbz Summary: 使用 Python、FAISS、BM25、阿里云百炼 text-embedding-v4 与可选的 qwen3-rerank,维护基于文件目录的本地知识库;适用于在 OpenClaw 预先抽取文本后,遍历 chunks 与 T2Q 建立索引,以及对指定知识库或全部知识库做综合、语义或关键词查询。 Stats: downloads=74, stars=1, installs=0, versions=2 Latest Version: 1.0.1
Rank
62
Safety
84
Updated
Apr 15, 2026
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
clawhub skill install s17c9yyt2sff7jk8nmf7ptf3r183g8kf:rag-kb- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-kadbbz-rag-kb/snapshot"
Documentation
CLAWHUB
327 characters of source documentation, loaded on request.
activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/kadbbz/rag-kb",
"sourceUrl": "https://clawhub.ai/kadbbz/rag-kb",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-kadbbz-rag-kb/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kadbbz-rag-kb/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-kadbbz-rag-kb/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-kadbbz-rag-kb/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.
