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Analyze sentiment

pipeline analyze-sentiment

Run the SentimentAgent on a conversation: classifies the prospect across the canonical 7 stages (initial, interested, neutral, objection, meeting_ready, closed_lost, closed_won) and updates the conversation_contexts row. Pass the full conversation object plus its messages - the agent uses the message thread, not the chat_id alone.

Parameters

workspaceId

string

Optional workspace ID or slug. Required when this credential can access multiple workspaces and no workspace was configured on the client.

decisionOverride

object

No description.

workspaceSlug

string

Required for Clerk auth. Ignored when using API key (workspace inferred from key).

conversationrequired

object

Required. The conversation object (must include chat_id).

messages

object[]

Message thread to analyze.

currentTags

string[]

Existing conversation tags so the agent can update incrementally.

allowHostedAi

boolean

Must be true when this operation uses Pipeline hosted inference.

Example

CLI commandbash

pipeline analyze-sentiment \
  --conversation-json '{}' \
  --allow-hosted-ai

Response

The operation is available, but its typed response schema has not been published yet.

Exit codes

1: Invalid input or local configuration.
2: The API or tool returned an error.
3: Authentication failed.
4: A network request failed.