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

..

anthropic_provider.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

anthropic.go

feat: org voice profile grounding every AI writing surface plus context-grounded unibox reply drafts - organizations gains product_description/icp_notes/voice_profile (000059) with a manage_settings workspace settings section, generation.BuildVoiceRules and BuildReplyRules fold the humanizer rules and org grounding into every prompt, WritingGenerator.GenerateWriting now takes a VoiceContext and a provider.Complete primitive powers single completions, POST /unibox/reply/draft assembles thread history plus the counterpart contact (custom fields and campaigns) plus the voice profile into a reply-tuned prompt that charges 2 credits with refund-on-failure and a client idempotency key and never sends, a Draft reply button fills the composer, and docs cover the voice profile and AI reply drafts

2026-07-13 19:04:57 +02:00

batch.go

feat: add warmup batch generation

2026-06-03 11:14:33 +02:00

conversation.go

feat: add warmup batch generation

2026-06-03 11:14:33 +02:00

generation.go

Add sample auth UI theme

2026-02-10 19:30:47 +01:00

model.go

feat: add warmup content controls

2026-06-03 05:05:53 +02:00

openai_provider.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

provider.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

search.go

feat: provider-agnostic LLM agent-loop layer (OpenAI-first, Anthropic self-host connector) with RunAgent tool-use loop, approval/resume contract, pluggable web search, and extracted voice-rules builder - generation.Provider.RunAgent executes Go tool handlers over a resumable transcript with a read-auto/write-approve gate, openAIProvider drives it via a lean HTTP client retargetable with OPENAI_BASE_URL for any OpenAI-compatible endpoint and also serves the writing assistant, anthropicProvider mirrors it with tool_use/tool_result multi-turn plus hosted web_search, NewProvider prefers OPENAI_API_KEY, SearchClient supports Serper/SearXNG with a clean not-configured error, and BuildVoiceRules extracts the humanizer prompt for reuse; refreshed stale model ids to sonnet-4-6 and haiku-4-5

2026-07-13 17:52:09 +02:00

voice.go

feat: org voice profile grounding every AI writing surface plus context-grounded unibox reply drafts - organizations gains product_description/icp_notes/voice_profile (000059) with a manage_settings workspace settings section, generation.BuildVoiceRules and BuildReplyRules fold the humanizer rules and org grounding into every prompt, WritingGenerator.GenerateWriting now takes a VoiceContext and a provider.Complete primitive powers single completions, POST /unibox/reply/draft assembles thread history plus the counterpart contact (custom fields and campaigns) plus the voice profile into a reply-tuned prompt that charges 2 credits with refund-on-failure and a client idempotency key and never sends, a Draft reply button fills the composer, and docs cover the voice profile and AI reply drafts

2026-07-13 19:04:57 +02:00

writing.go

feat: org voice profile grounding every AI writing surface plus context-grounded unibox reply drafts - organizations gains product_description/icp_notes/voice_profile (000059) with a manage_settings workspace settings section, generation.BuildVoiceRules and BuildReplyRules fold the humanizer rules and org grounding into every prompt, WritingGenerator.GenerateWriting now takes a VoiceContext and a provider.Complete primitive powers single completions, POST /unibox/reply/draft assembles thread history plus the counterpart contact (custom fields and campaigns) plus the voice profile into a reply-tuned prompt that charges 2 credits with refund-on-failure and a client idempotency key and never sends, a Draft reply button fills the composer, and docs cover the voice profile and AI reply drafts

2026-07-13 19:04:57 +02:00