Matthew Meszaros a067bf5922 feat: AI action nodes in automations - ai_classify/ai_extract/ai_generate run one generation.Provider completion per node over the event data and merge the result back as a variable (ai_class, output_keys[], ai_text) so downstream conditions branch on it, charging 1 credit per node with a run_id+node_id idempotency key, refund on provider failure, out-of-credits fails only that node while the run continues, and a per-automation ai_credit_failures counter (migration 000064) auto-pauses a flow after 20 consecutive credit misses; classify/extract run deterministic (temperature 0), dry-run executes AI nodes for real and is charged but never touches the auto-pause lifecycle, provider + credit ledger wired into both backend and consumer integration services, plus the reply-classifier Layer 3 ported off its bespoke OpenAI client onto the platform provider via an injected ModelClassifyFunc (platform-paid, deterministic), a CompletionRequest.Temperature primitive threaded through the OpenAI and Anthropic providers, the flow builder palette/config panels/validation for the three AI steps, and a new AI-steps-in-automations guide

2026-07-14 05:30:55 +02:00

..

classifier.go

feat: add layered reply classifier

2026-06-07 11:46:31 +02:00

headers.go

feat: add layered reply classifier

2026-06-07 11:46:31 +02:00

lexicon.go

feat: add layered reply classifier

2026-06-07 11:46:31 +02:00

model.go

feat: AI action nodes in automations - ai_classify/ai_extract/ai_generate run one generation.Provider completion per node over the event data and merge the result back as a variable (ai_class, output_keys[], ai_text) so downstream conditions branch on it, charging 1 credit per node with a run_id+node_id idempotency key, refund on provider failure, out-of-credits fails only that node while the run continues, and a per-automation ai_credit_failures counter (migration 000064) auto-pauses a flow after 20 consecutive credit misses; classify/extract run deterministic (temperature 0), dry-run executes AI nodes for real and is charged but never touches the auto-pause lifecycle, provider + credit ledger wired into both backend and consumer integration services, plus the reply-classifier Layer 3 ported off its bespoke OpenAI client onto the platform provider via an injected ModelClassifyFunc (platform-paid, deterministic), a CompletionRequest.Temperature primitive threaded through the OpenAI and Anthropic providers, the flow builder palette/config panels/validation for the three AI steps, and a new AI-steps-in-automations guide

2026-07-14 05:30:55 +02:00