Build RAG vector search capability
rag_vector_skillskillsetup L3★0
ljyuan1234-byte/web_wearcj ↗What it does
Generate embeddings and persist vectors in local Chroma database
Best for
When you need embeddings persisted in a local vector DB without managing schema.
Inputs
- · [object Object]
- · [object Object]
Outputs
- · [object Object]
Requires
- · Chroma persistent client
- · Qwen API wrapper
Preconditions
Chroma initialized; Qwen API accessible; processed chunks valid
Failure modes
- · Invalid input params
- · Embedding retry exhausted
- · Chroma write error
- · Backup fails
Trust signals
- · Configurable batch size
- · Retry support on embedding
- · Optional post-insert backup