Documentation
Documentation
https://docs.linqalpha.com/quickstart
APIReference
https://docs.linqalpha.com/api-reference/basic/analytics-sse
openapi: 3.0.1
info:
title: LinqAlpha Briefing Feedback API
description: Linq helps finance professionals make informed decisions using Retrieval-Augmented Generation (RAG)-enhanced answers. By leveraging cutting-edge Large Language Models (LLM) and supplementary technology, Linq provides the most optimized responses based on your queries.
version: 1.0.0
license:
name: MIT
servers:
- url: https://api.linqalpha.com
security:
- ApiKeyAuth: []
tags:
- name: Feedback
description: Conversation feedback
paths:
/v1/conversations/{conversation_id}/feedback:
post:
summary: Create Conversation Feedback
description: 'Submits feedback for a specific conversation. Use this endpoint to collect user ratings and comments about the quality of AI responses. Feedback helps improve the service and can be used for quality monitoring.
**Rating Options:**
- `up`: Positive feedback indicating a helpful response
- `down`: Negative feedback indicating an unsatisfactory response
**Optional Fields:**
- `message_id`: Target specific message within the conversation
- `comment`: Additional text feedback from the user'
parameters:
- name: conversation_id
in: path
description: The unique identifier of the conversation to provide feedback for
required: true
schema:
type: string
requestBody:
required: true
content:
application/json:
schema:
$ref: '#/components/schemas/CreateConversationFeedbackRequest'
example:
conversation_id: 123e4567-e89b-12d3-a456-426614174000
rating: up
message_id: msg_abc123
comment: Very helpful and accurate response!
responses:
'200':
description: Feedback submitted successfully
content:
application/json:
schema:
$ref: '#/components/schemas/CreateConversationFeedbackResponse'
example:
success: true
'400':
description: Bad Request - Invalid request parameters or missing required fields
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: INVALID_REQUEST_BODY
msg: Invalid rating value. Must be 'up' or 'down'.
message: Invalid rating value. Must be 'up' or 'down'.
payload: null
'401':
description: Unauthorized - Invalid API key or authentication credentials
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: API_KEY_MISSING
msg: header does not contain api key
message: header does not contain api key
payload: null
'404':
description: Not Found - Conversation not found
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: NOT_FOUND
message: Conversation not found.
msg: Conversation not found.
payload: null
'500':
description: Internal Server Error - An unexpected error occurred on the server
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: CREATE_CONVERSATION_FEEDBACK_FAIL
message: Failed to create conversation feedback.
msg: Failed to create conversation feedback.
payload: null
tags:
- Feedback
delete:
summary: Delete Conversation Feedback
description: Deletes feedback for a specific conversation. If `message_id` is not provided, the feedback from the last message in the conversation will be deleted.
parameters:
- name: conversation_id
in: path
description: The unique identifier of the conversation to delete feedback for
required: true
schema:
type: string
- name: message_id
in: query
description: The specific message ID whose feedback should be deleted. If omitted, the last message's feedback is deleted.
required: false
schema:
type: string
responses:
'200':
description: Feedback deleted successfully
content:
application/json:
schema:
$ref: '#/components/schemas/DeleteConversationFeedbackResponse'
example:
error: null
payload:
success: true
'400':
description: Bad Request - Missing conversation_id
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: INVALID_REQUEST_BODY
msg: conversation_id is required
message: conversation_id is required
payload: null
'401':
description: Unauthorized - Invalid API key or authentication credentials
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: API_KEY_MISSING
msg: header does not contain api key
message: header does not contain api key
payload: null
'500':
description: Internal Server Error - Failed to delete feedback
content:
application/json:
schema:
$ref: '#/components/schemas/ApiErrorResponse'
example:
error:
code: DELETE_CONVERSATION_FEEDBACK_FAIL
msg: delete_conversation_feedback failed
message: delete_conversation_feedback failed
payload: null
tags:
- Feedback
components:
schemas:
ApiError:
type: object
properties:
code:
type: string
description: 'Error code indicating the type of error. Common codes:
- Authentication: `API_KEY_MISSING`, `INVALID_API_KEY`
- Validation: `INVALID_REQUEST_BODY`, `ORGANIZATION_ID_MISSING`, `TICKERS_MISSING`, `CHAT_MESSAGE_ID_MISSING`, `DOCUMENT_ID_MISSING`
- Service: `SEARCH_FAIL`, `TTS_FAIL`, `CREATE_CONV_FAIL`, `GET_STOCK_FAIL`, `CREATE_MSG_FAIL`, `ALPHA_COMP_FAIL`, `GET_REF_FAIL`
- Connectors: `CONNECTOR_LIST_FAIL`, `CONNECTOR_NOT_FOUND`, `CONNECTOR_CREATE_FAIL`, `CONNECTOR_UPDATE_FAIL`, `CONNECTOR_DELETE_FAIL`, `CONNECTOR_TEST_FAIL`
- Not Found: `NOT_FOUND`'
example: INVALID_REQUEST_BODY
msg:
type: string
description: Error message (deprecated, use `message` instead)
example: query is required and must be a string
message:
type: string
description: Error message providing more details about the error
example: query is required and must be a string
required:
- code
CreateConversationFeedbackRequest:
type: object
properties:
organization_id:
type: string
description: Organization ID (optional, inferred from API key if not provided)
example: org_001
user_id:
type: string
description: User ID submitting the feedback (optional)
example: user_123
user_email:
type: string
description: User email (optional)
example: user@example.com
user_name:
type: string
description: User name (optional)
example: John Doe
conversation_id:
type: string
description: The unique identifier of the conversation
example: 123e4567-e89b-12d3-a456-426614174000
rating:
type: string
enum:
- up
- down
description: 'Feedback rating: ''up'' for positive, ''down'' for negative'
example: up
message_id:
type: string
description: Specific message ID to provide feedback on (optional)
example: msg_abc123
comment:
type: string
description: Additional text comment from the user (optional)
example: Very helpful and accurate response!
required:
- conversation_id
- rating
CreateConversationFeedbackResponse:
type: object
properties:
success:
type: boolean
description: Indicates whether the feedback was successfully submitted
example: true
required:
- success
DeleteConversationFeedbackResponse:
type: object
properties:
error:
nullable: true
description: Error object, null on success
payload:
type: object
properties:
success:
type: boolean
description: Indicates whether the feedback was successfully deleted
example: true
required:
- success
ApiErrorResponse:
type: object
description: Standard error response wrapper
properties:
error:
$ref: '#/components/schemas/ApiError'
payload:
description: Always null for error responses
nullable: true
required:
- error
- payload
securitySchemes:
ApiKeyAuth:
type: apiKey
in: header
name: X-API-KEY