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volcengine-ai-search-rag
Retrieval and RAG workflow on Volcengine AI stack. Use when users need embedding search, document indexing, top-k retrieval, grounding prompts, or search relevance tuning.
Installation
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install cinience/volcengine-ai-search-ragInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Skill instructions
volcengine-ai-search-rag
Implement retrieval-first answering with explicit indexing, retrieval, and grounding stages.
Execution Checklist
- Confirm corpus source and chunking strategy.
- Generate embeddings and build/update index.
- Retrieve top-k context with filters.
- Build grounded answer with citations to retrieved chunks.
Quality Rules
- Separate retrieval prompt from generation prompt.
- Keep chunk metadata (source, timestamp, id).
- Return confidence and fallback path if no hits.
References
-
references/sources.md
Source information
- Source
- github
- Repository
- openclaw/skills
- Path
- skills/cinience/volcengine-ai-search-rag
- Version
- —
- Commit
- 8fce79eb3a19f406d4fd0020eed84ae96eae4885
- Classification source
- rules
- Status
- active
- Visibility
- public
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
Extracted content
SKILL.md
# volcengine-ai-search-rag Implement retrieval-first answering with explicit indexing, retrieval, and grounding stages. ## Execution Checklist 1. Confirm corpus source and chunking strategy. 2. Generate embeddings and build/update index. 3. Retrieve top-k context with filters. 4. Build grounded answer with citations to retrieved chunks. ## Quality Rules - Separate retrieval prompt from generation prompt. - Keep chunk metadata (source, timestamp, id). - Return confidence and fallback path if no hits. ## References - `references/sources.md`
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