2026-01-15 11:04:37 +00:00
|
|
|
post:
|
|
|
|
|
tags:
|
|
|
|
|
- Flow Services
|
|
|
|
|
summary: Structured Query - question to results (all-in-one)
|
|
|
|
|
description: |
|
|
|
|
|
Ask natural language questions and get results directly.
|
|
|
|
|
|
|
|
|
|
## Structured Query Overview
|
|
|
|
|
|
|
|
|
|
Combines two operations in one call:
|
|
|
|
|
1. **NLP Query**: Generate GraphQL from question
|
2026-02-28 11:03:14 +00:00
|
|
|
2. **Rows Query**: Execute generated query
|
2026-01-15 11:04:37 +00:00
|
|
|
3. **Return Results**: Direct answer data
|
|
|
|
|
|
|
|
|
|
Simplest way to query knowledge graph with natural language.
|
|
|
|
|
|
|
|
|
|
## Comparison with Other Services
|
|
|
|
|
|
|
|
|
|
### Structured Query (this service)
|
|
|
|
|
- **Input**: Natural language question
|
|
|
|
|
- **Output**: Query results (data)
|
|
|
|
|
- **Use when**: Want simple, direct answers
|
|
|
|
|
|
2026-02-28 11:03:14 +00:00
|
|
|
### NLP Query + Rows Query (separate calls)
|
2026-01-15 11:04:37 +00:00
|
|
|
- **Step 1**: Convert question → GraphQL
|
|
|
|
|
- **Step 2**: Execute GraphQL → results
|
|
|
|
|
- **Use when**: Need to inspect/modify query before execution
|
|
|
|
|
|
|
|
|
|
### Triples Query (low-level)
|
|
|
|
|
- **Input**: RDF pattern
|
|
|
|
|
- **Output**: Matching triples
|
|
|
|
|
- **Use when**: Need precise control over graph queries
|
|
|
|
|
|
|
|
|
|
## Response Format
|
|
|
|
|
|
|
|
|
|
Returns standard GraphQL response:
|
|
|
|
|
- **data**: Query results (null if error)
|
|
|
|
|
- **errors**: Field-level errors (array of strings)
|
|
|
|
|
- **error**: System-level error (generation or execution failure)
|
|
|
|
|
|
|
|
|
|
## Error Handling
|
|
|
|
|
|
|
|
|
|
Three types of errors:
|
|
|
|
|
1. **Query generation failed**: Couldn't understand question
|
|
|
|
|
- Error in `error` object
|
|
|
|
|
- data = null
|
|
|
|
|
2. **Query execution failed**: Generated query had errors
|
|
|
|
|
- Errors in `errors` array
|
|
|
|
|
- data may be partial
|
|
|
|
|
3. **System error**: Infrastructure issue
|
|
|
|
|
- Error in `error` object
|
|
|
|
|
|
|
|
|
|
## Performance
|
|
|
|
|
|
|
|
|
|
Convenience vs control trade-off:
|
|
|
|
|
- **Faster development**: One call instead of two
|
|
|
|
|
- **Less control**: Can't inspect/modify generated query
|
|
|
|
|
- **Simpler code**: No need to handle intermediate steps
|
|
|
|
|
|
|
|
|
|
operationId: structuredQueryService
|
|
|
|
|
security:
|
|
|
|
|
- bearerAuth: []
|
|
|
|
|
parameters:
|
|
|
|
|
- name: flow
|
|
|
|
|
in: path
|
|
|
|
|
required: true
|
|
|
|
|
schema:
|
|
|
|
|
type: string
|
|
|
|
|
description: Flow instance ID
|
|
|
|
|
example: my-flow
|
|
|
|
|
requestBody:
|
|
|
|
|
required: true
|
|
|
|
|
content:
|
|
|
|
|
application/json:
|
|
|
|
|
schema:
|
|
|
|
|
$ref: '../../components/schemas/query/StructuredQueryRequest.yaml'
|
|
|
|
|
examples:
|
|
|
|
|
simpleQuestion:
|
|
|
|
|
summary: Simple relationship question
|
|
|
|
|
value:
|
|
|
|
|
question: Who does Alice know?
|
|
|
|
|
user: alice
|
|
|
|
|
collection: research
|
|
|
|
|
complexQuestion:
|
|
|
|
|
summary: Complex multi-hop question
|
|
|
|
|
value:
|
|
|
|
|
question: What companies employ engineers that Bob collaborates with?
|
|
|
|
|
user: bob
|
|
|
|
|
collection: work
|
|
|
|
|
filterQuestion:
|
|
|
|
|
summary: Question with implicit filters
|
|
|
|
|
value:
|
|
|
|
|
question: Which researchers work on quantum computing?
|
|
|
|
|
responses:
|
|
|
|
|
'200':
|
|
|
|
|
description: Successful response
|
|
|
|
|
content:
|
|
|
|
|
application/json:
|
|
|
|
|
schema:
|
|
|
|
|
$ref: '../../components/schemas/query/StructuredQueryResponse.yaml'
|
|
|
|
|
examples:
|
|
|
|
|
successfulQuery:
|
|
|
|
|
summary: Successful query with results
|
|
|
|
|
value:
|
|
|
|
|
data:
|
|
|
|
|
person:
|
|
|
|
|
name: Alice
|
|
|
|
|
knows:
|
|
|
|
|
- name: Bob
|
|
|
|
|
email: bob@example.com
|
|
|
|
|
- name: Carol
|
|
|
|
|
email: carol@example.com
|
|
|
|
|
errors: []
|
|
|
|
|
partialResults:
|
|
|
|
|
summary: Partial results with errors
|
|
|
|
|
value:
|
|
|
|
|
data:
|
|
|
|
|
person:
|
|
|
|
|
name: Alice
|
|
|
|
|
knows: null
|
|
|
|
|
errors:
|
|
|
|
|
- Cannot query field 'nonexistent' on type 'Person'
|
|
|
|
|
generationFailed:
|
|
|
|
|
summary: Query generation failed
|
|
|
|
|
value:
|
|
|
|
|
data: null
|
|
|
|
|
errors: []
|
|
|
|
|
error:
|
|
|
|
|
type: QUERY_GENERATION_ERROR
|
|
|
|
|
message: Could not understand question structure
|
|
|
|
|
'401':
|
|
|
|
|
$ref: '../../components/responses/Unauthorized.yaml'
|
|
|
|
|
'500':
|
|
|
|
|
$ref: '../../components/responses/Error.yaml'
|