> ## Documentation Index
> Fetch the complete documentation index at: https://docs.connvo.app/llms.txt
> Use this file to discover all available pages before exploring further.

# optimizeMatchingWeights

> Optimize matching weights based on feedback



## OpenAPI

````yaml api-reference/convex-openapi.yaml post /api/run/matching/analytics/optimizeMatchingWeights
openapi: 3.0.3
info:
  title: Connvo Convex API
  version: 1.0.0
  description: >-
    HTTP interface for Connvo's Convex backend, exposing vetted query, mutation,
    and action endpoints.
servers:
  - url: https://Connvo-dev.convex.cloud
    description: Dev Convex deployment
  - url: https://Connvo-staging.convex.cloud
    description: Staging Convex deployment
  - url: https://Connvo-prod.convex.cloud
    description: Prod Convex deployment
security:
  - bearerAuth: []
tags:
  - name: Users
    description: Identity, profile, and authentication operations for Connvo users.
  - name: Meetings
    description: Scheduling, managing, and retrieving meeting data.
  - name: Transcripts
    description: Endpoints for accessing call transcripts and transcription controls.
  - name: Insights
    description: AI-generated insights, summaries, and analytics derived from meetings.
  - name: Prompts
    description: Prompt management and AI conversation guidance.
  - name: Notes
    description: Collaborative meeting notes and follow-up documentation.
  - name: WebRTC
    description: Real-time communication, session signalling, and media utilities.
  - name: System
    description: General system endpoints such as health checks and diagnostics.
paths:
  /api/run/matching/analytics/optimizeMatchingWeights:
    post:
      tags:
        - Insights
      summary: optimizeMatchingWeights
      description: Optimize matching weights based on feedback
      operationId: postApiRunMatchingAnalyticsOptimizeMatchingWeights
      requestBody:
        content:
          application/json:
            schema:
              $ref: >-
                #/components/schemas/Request_matching.analytics.optimizeMatchingWeights
        required: true
      responses:
        '200':
          description: Convex executed your request and returned a result
          content:
            application/json:
              schema:
                $ref: >-
                  #/components/schemas/Response_matching.analytics.optimizeMatchingWeights
        '400':
          description: Failed operation
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FailedResponse'
        '500':
          description: Convex Internal Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/FailedResponse'
      security:
        - bearerAuth: []
components:
  schemas:
    Request_matching.analytics.optimizeMatchingWeights:
      type: object
      required:
        - args
      properties:
        args:
          type: object
          properties:
            minSamples:
              type: number
    Response_matching.analytics.optimizeMatchingWeights:
      type: object
      required:
        - status
      properties:
        status:
          type: string
          enum:
            - success
            - error
        errorMessage:
          type: string
        errorData:
          type: object
        value:
          type: object
          required:
            - improvement
            - optimizedWeights
            - sampleSize
          properties:
            improvement:
              type: number
            optimizedWeights:
              type: object
              required:
                - experienceGap
                - industryMatch
                - interestOverlap
                - languageOverlap
                - orgConstraintMatch
                - roleComplementarity
                - timezoneCompatibility
              properties:
                experienceGap:
                  type: number
                industryMatch:
                  type: number
                interestOverlap:
                  type: number
                languageOverlap:
                  type: number
                orgConstraintMatch:
                  type: number
                roleComplementarity:
                  type: number
                timezoneCompatibility:
                  type: number
                vectorSimilarity:
                  type: number
            sampleSize:
              type: number
    FailedResponse:
      type: object
      properties: {}
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: >-
        Standard user authentication token issued via WorkOS. Provide as
        `Authorization: Bearer <user-token>`.

````