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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
Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.
SkillHub CLI
skillhub install cinience/volcengine-ai-search-ragExaminez la source et la compatibilité, puis suivez les étapes d’installation.
Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.
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
Informations sur la source
- Source
- github
- Repository
- openclaw/skills
- Path
- skills/cinience/volcengine-ai-search-rag
- Version
- —
- Commit
- 8fce79eb3a19f406d4fd0020eed84ae96eae4885
- Source de classification
- rules
- Statut
- active
- Visibilité
- public
Ces informations proviennent de l’analyse indexée et peuvent être anciennes. Vérifiez les fichiers actuels.
Contenu extrait
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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