Context Boundary Manager

Capabilities

• create_context_container: initialize a per-task “notebook” that isolates supplied sources.
• ingest_local_source: parse PDF/txt/URL into chunks scoped to this container.
• calculate_relevance_score: rank chunks for a query using only container contents.
• enforce_negative_constraint: reject or strip content not present in scoped chunks.

Dependencies

• guardrails-control (scope enforcement)
• hybrid-orchestrator (flow control)
• constrained-decoding (optional stricter outputs)

Inputs

• sources: list of file paths or URLs explicitly provided by the user.
• query/task: the question to answer.
• constraints: optional allow/deny rules (keywords, domains).

Outputs

• ranked_chunks: ordered chunks with scores and source refs.
• audit trail: what was ingested, filtered, and why.

Usage

• Initialize a container, ingest sources, rank chunks, then hand results to downstream reasoning/citation-verifier. Reject any request to use out-of-container knowledge.