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feat: Add Configurable Confidence Threshold for LLM Trigger Validation #18

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feat: Add Configurable Confidence Threshold for LLM Trigger Validation #18

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1 change: 1 addition & 0 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,7 @@ You can create chat workflow automations using **two methods**:
- Admins must configure settings in the UI:
- Navigate to: `Marketplace → Private Apps → AI Chat Workflows Automation → Settings`
- Only users with admin access can configure the app’s LLM settings.
- **Confidence Threshold**: Adjust minimum confidence (0-100) for trigger validation. Lower (40-60) = creative/flexible, Higher (85-95) = strict/precise. Default: 75.

### 2. ⚙️ Use Slash Command `/chat-automation-create`
- Opens a UI modal where you can fill in all the necessary details to create a workflow.
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13 changes: 12 additions & 1 deletion handler/PostMessageSentHandler.ts
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Expand Up @@ -23,6 +23,7 @@ import {
} from "../utils/Messages";
import { ActionTypeEnum } from "../definitions/ActionTypeEnum";
import { createTextCompletion } from "../utils/AIProvider";
import { SettingEnum } from "../settings/settings";

interface CheckConditionResponse {
condition_met: boolean;
Expand Down Expand Up @@ -66,6 +67,16 @@ export class PostMessageSentHandler implements IPostMessageSent {
await findTriggerResponsesByNullCombinations(read);
const allResponses = [...triggerResponses, ...triggerResponses2];

const confidenceThresholdSetting = (await read
.getEnvironmentReader()
.getSettings()
.getValueById(SettingEnum.ID_CONFIDENCE_THRESHOLD)) as number;

const confidenceThreshold = Math.max(
0,
Math.min(100, confidenceThresholdSetting || 75)
);

for (const [index, response] of allResponses.entries()) {
// UI Approach
if (!response.data.usedLLM) {
Expand Down Expand Up @@ -141,7 +152,7 @@ export class PostMessageSentHandler implements IPostMessageSent {
: checkConditionPromptByLLM;

if (!checkConditionResponse.condition_met) continue;
if (checkConditionResponse.confidence < 75) continue;
if (checkConditionResponse.confidence < confidenceThreshold) continue;

if (
response.data.response.action ===
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11 changes: 11 additions & 0 deletions settings/settings.ts
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Expand Up @@ -11,6 +11,7 @@ export enum SettingEnum {
ID_RC_MODEL = `rc-model`,
ID_RC_AUTH_TOKEN = `rc-auth-token`,
ID_RC_USER_ID = `rc-user-id`,
ID_CONFIDENCE_THRESHOLD = `confidence-threshold`,
KEY_GROQ = `groq`,
KEY_GEMINI = `gemini`,
KEY_RC = `rocketchat`,
Expand Down Expand Up @@ -91,4 +92,14 @@ export const settings: ISetting[] = [
public: false,
packageValue: "",
},
{
id: SettingEnum.ID_CONFIDENCE_THRESHOLD,
i18nLabel: "Minimum Confidence Threshold (0-100)",
i18nDescription: "Lower = creative/flexible (less accurate), Higher = strict/precise (more accurate). Default: 75",
i18nPlaceholder: "75",
type: SettingType.NUMBER,
required: true,
public: true,
packageValue: 75,
},
];