Agently Knowledge Base And RAG

This skill covers Agently's current knowledge-base and RAG path built around agently.integrations.chromadb. It focuses on embedding-agent-backed indexing, Chroma collection usage, retrieval, and the common pattern of injecting retrieval results into a normal request. It does not attempt to document generic vector-database strategy outside Agently's current Chroma integration surface.

Prerequisite: Agently >= 4.0.8.5.

Scope

Use this skill for:

• ChromaCollection
• embedding-agent-backed indexing
• add(...), query(...), and query_embeddings(...)
• query results injected through info(...)
• lower-level ChromaData or ChromaEmbeddingFunction
• process-level reuse of one knowledge base across many requests

Do not use this skill for: