Gc 13 repetitive questions in apply to be a mentor page improve q7

server/drizzle/schema.ts

@@ -36,7 +36,6 @@ export const meetingFormatEnum = pgEnum("meeting_format_enum", [
   "in-person",
   "virtual",
   "hybrid",
-  "no-preference",
 ]);
 export const menteeStatusEnum = pgEnum("mentee_status_enum", [
   "active",

server/scripts/test-recommendations.ts

@@ -37,7 +37,7 @@ type MentorInput = {
   whyInterestedResponses: string[];
   careerAdvice: string;
   preferredMenteeCareerStages: string[];
-  preferredMeetingFormat: "in-person" | "virtual" | "hybrid" | "no-preference";
+  preferredMeetingFormat: "in-person" | "virtual" | "hybrid";
   hoursPerMonthCommitment: number;
 };
 
@@ -49,7 +49,7 @@ type MenteeInput = {
   roleModelInspiration: string;
   hopeToGainResponses: string[];
   mentorQualities: string[];
-  preferredMeetingFormat: "in-person" | "virtual" | "hybrid" | "no-preference";
+  preferredMeetingFormat: "in-person" | "virtual" | "hybrid";
   hoursPerMonthCommitment: number;
 };
 

server/src/data/db/recommendation-queries.ts

@@ -140,16 +140,13 @@ scored_mentors AS (
         ) * ${sql.raw(String(VECTOR_SIMILARITY_WEIGHT))} AS vector_score,
 
         -- Meeting format compatibility (weight: 0.15)
-        -- Full match: 1.0, partial match: 0.6, no preference involved: 0.8, no match: 0.3
+        -- Full match: 1.0, partial match: 0.8, no match: 0.3
         CASE
             -- Exact match
             WHEN m.preferred_meeting_format = md.mentee_meeting_format THEN 1.0
-            -- Either has no preference
-            WHEN m.preferred_meeting_format = 'no-preference' OR md.mentee_meeting_format = 'no-preference' THEN 0.9
-            WHEN m.preferred_meeting_format IS NULL OR md.mentee_meeting_format IS NULL THEN 0.8
-            -- Hybrid matches with in-person or virtual
-            WHEN m.preferred_meeting_format = 'hybrid' OR md.mentee_meeting_format = 'hybrid' THEN 0.7
-            -- No match but still consider (diffusion)
+            -- Either has hybrid
+            WHEN m.preferred_meeting_format = 'hybrid' AND md.mentee_meeting_format != 'hybrid' THEN 0.8
+            WHEN m.preferred_meeting_format != 'hybrid' AND md.mentee_meeting_format = 'hybrid' THEN 0.8
             ELSE 0.3
         END * ${sql.raw(String(MEETING_FORMAT_WEIGHT))} AS format_score,
 

server/src/data/db/schema.ts

@@ -78,7 +78,6 @@ export const meetingFormatEnum = pgEnum("meeting_format_enum", [
   "in-person",
   "virtual",
   "hybrid",
-  "no-preference",
 ]);
 
 export const careerStageEnum = pgEnum("career_stage_enum", [

server/src/data/repository/mentee-repo.ts

@@ -46,11 +46,7 @@ export class MenteeRepository {
     roleModelInspiration?: string,
     hopeToGainResponses?: string[],
     mentorQualities?: string[],
-    preferredMeetingFormat?:
-      | "in-person"
-      | "virtual"
-      | "hybrid"
-      | "no-preference",
+    preferredMeetingFormat?: "in-person" | "virtual" | "hybrid",
     hoursPerMonthCommitment?: number,
   ): Promise<CreateMenteeOutput> {
     // Check if mentee already exists for this user
@@ -220,11 +216,7 @@ export class MenteeRepository {
     roleModelInspiration?: string,
     hopeToGainResponses?: string[],
     mentorQualities?: string[],
-    preferredMeetingFormat?:
-      | "in-person"
-      | "virtual"
-      | "hybrid"
-      | "no-preference",
+    preferredMeetingFormat?: "in-person" | "virtual" | "hybrid",
     hoursPerMonthCommitment?: number,
   ): Promise<UpdateMenteeOutput> {
     const updateData: Partial<typeof mentees.$inferInsert> = {

server/src/data/repository/mentor-repo.ts

@@ -48,11 +48,7 @@ export class MentorRepository {
     whyInterestedResponses?: string[],
     careerAdvice?: string,
     preferredMenteeCareerStages?: string[],
-    preferredMeetingFormat?:
-      | "in-person"
-      | "virtual"
-      | "hybrid"
-      | "no-preference",
+    preferredMeetingFormat?: "in-person" | "virtual" | "hybrid",
     hoursPerMonthCommitment?: number,
   ): Promise<CreateMentorOutput> {
     // Check if mentor already exists for this user

server/src/types/mentee-types.ts

@@ -13,7 +13,7 @@ export const menteeSchema = z.object({
   hopeToGainResponses: z.array(z.string()).nullable().optional(),
   mentorQualities: z.array(z.string()).nullable().optional(),
   preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
+    .enum(["in-person", "virtual", "hybrid"])
     .nullable()
     .optional(),
   hoursPerMonthCommitment: z.number().int().positive().nullable().optional(),
@@ -36,9 +36,7 @@ export const createMenteeInputSchema = z.object({
   roleModelInspiration: z.string().optional(),
   hopeToGainResponses: z.array(z.string()).optional(),
   mentorQualities: z.array(z.string()).optional(),
-  preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
-    .optional(),
+  preferredMeetingFormat: z.enum(["in-person", "virtual", "hybrid"]).optional(),
   hoursPerMonthCommitment: z.number().int().positive().optional(),
 });
 
@@ -77,12 +75,7 @@ export type CreateMenteeOutput = {
   roleModelInspiration?: string | null;
   hopeToGainResponses?: string[] | null;
   mentorQualities?: string[] | null;
-  preferredMeetingFormat?:
-    | "in-person"
-    | "virtual"
-    | "hybrid"
-    | "no-preference"
-    | null;
+  preferredMeetingFormat?: "in-person" | "virtual" | "hybrid" | null;
   hoursPerMonthCommitment?: number | null;
   createdAt: string | Date;
   updatedAt: string | Date;
@@ -100,9 +93,7 @@ export const getMenteeOutputSchema = z.object({
   roleModelInspiration: z.string().nullish(),
   hopeToGainResponses: z.array(z.string()).nullish(),
   mentorQualities: z.array(z.string()).nullish(),
-  preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
-    .nullish(),
+  preferredMeetingFormat: z.enum(["in-person", "virtual", "hybrid"]).nullish(),
   hoursPerMonthCommitment: z.number().nullish(),
   createdAt: z.union([z.string(), z.date()]),
   updatedAt: z.union([z.string(), z.date()]),
@@ -136,12 +127,7 @@ export type UpdateMenteeOutput = {
   roleModelInspiration?: string | null;
   hopeToGainResponses?: string[] | null;
   mentorQualities?: string[] | null;
-  preferredMeetingFormat?:
-    | "in-person"
-    | "virtual"
-    | "hybrid"
-    | "no-preference"
-    | null;
+  preferredMeetingFormat?: "in-person" | "virtual" | "hybrid" | null;
   hoursPerMonthCommitment?: number | null;
   createdAt: string | Date;
   updatedAt: string | Date;

server/src/types/mentor-types.ts

@@ -27,7 +27,7 @@ export const mentorSchema = z.object({
     .nullable()
     .optional(),
   preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
+    .enum(["in-person", "virtual", "hybrid"])
     .nullable()
     .optional(),
   hoursPerMonthCommitment: z.number().int().positive().nullable().optional(),
@@ -63,9 +63,7 @@ export const createMentorInputSchema = z.object({
       ]),
     )
     .optional(),
-  preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
-    .optional(),
+  preferredMeetingFormat: z.enum(["in-person", "virtual", "hybrid"]).optional(),
   hoursPerMonthCommitment: z.number().int().positive().optional(),
 });
 
@@ -86,9 +84,7 @@ export const createMentorOutputSchema = z.object({
   whyInterestedResponses: z.array(z.string()).nullish(),
   careerAdvice: z.string().nullish(),
   preferredMenteeCareerStages: z.array(z.string()).nullish(),
-  preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
-    .nullish(),
+  preferredMeetingFormat: z.enum(["in-person", "virtual", "hybrid"]).nullish(),
   hoursPerMonthCommitment: z.number().nullish(),
   createdAt: z.date(),
   updatedAt: z.date(),
@@ -109,9 +105,7 @@ export const getMentorOutputSchema = z.object({
   whyInterestedResponses: z.array(z.string()).nullish(),
   careerAdvice: z.string().nullish(),
   preferredMenteeCareerStages: z.array(z.string()).nullish(),
-  preferredMeetingFormat: z
-    .enum(["in-person", "virtual", "hybrid", "no-preference"])
-    .nullish(),
+  preferredMeetingFormat: z.enum(["in-person", "virtual", "hybrid"]).nullish(),
   hoursPerMonthCommitment: z.number().nullish(),
   createdAt: z.date(),
   updatedAt: z.date(),