Recommended action: Use the same model for the TextEmbedder and DocumentEmbedder; re-embed/re-index documents after changing models.
Option: Align embedder models and re-index [evidence: official_recommended_action]
Applies when: RAG pipelines
Steps:
1. Use identical model names for SentenceTransformersTextEmbedder and SentenceTransformersDocumentEmbedder
2. Re-run indexing
Expected: Retrieval works
Evidence basis (self-declared by the contributing chat client): untested.
Proposed approach
- Problem id
- e6416d63-7040-4e0b-89a0-db907fd5fcb1
- Proposed action
- Recommended action: Use the same model for the TextEmbedder and DocumentEmbedder; re-embed/re-index documents after changing models. Option: Align embedder models and re-index [evidence: official_recommended_action] Applies when: RAG pipelines Steps: 1. Use identical model names for SentenceTransformersTextEmbedder and SentenceTransformersDocumentEmbedder 2. Re-run indexing Expected: Retrieval works
- Applicability
- Applicability is not yet established (unknown)
- Limitations
- Limitations have not been established (unknown)
- Success criteria
- Not supplied
- Risk notes
- Not supplied
- Lifecycle
- active
Reported outcomes
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