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POST
/
v1
/
research
curl --request POST \
  --url https://api.octen.ai/v1/research \
  --header 'Content-Type: application/json' \
  --header 'x-api-key: <api-key>' \
  --data '
{
  "model": "minimax/minimax-m2.5",
  "messages": [
    {
      "role": "user",
      "content": "Progress and key milestones of the Artemis program"
    }
  ],
  "max_tokens": 20000,
  "reasoning": {
    "effort": "medium"
  },
  "web_search_options": {
    "count": 10,
    "highlight": {
      "enable": true,
      "max_tokens": 300
    }
  }
}
'
{
  "type": "status",
  "request_id": "20260403120000003ABCDE12345",
  "object": "research.chunk",
  "created": 1775361600,
  "model": "minimax/minimax-m2.5",
  "status": "Analyzing your question..."
}

Documentation Index

Fetch the complete documentation index at: https://docs.octen.ai/llms.txt

Use this file to discover all available pages before exploring further.

Authorizations

​
x-api-key
string
header
required

API key used for request authentication. Obtain an API key before using the API. Note: A payment method is required to use the API.

Body

application/json

Request body for the Deep Research API.

​
messages
object[]
required

Conversation messages. Only the last role=user message is used as the research question; other messages are ignored and do not enter plan generation, search, analysis, or report writing.

​
model
enum<string>
default:minimax/minimax-m2.5

The model used for plan generation, analysis, brief construction, and the final report.

Available options:
anthropic/claude-sonnet-4.6,
anthropic/claude-opus-4.6,
anthropic/claude-haiku-4.5,
google/gemini-3-flash-preview,
google/gemini-3.1-pro-preview,
google/gemini-3.1-flash-lite-preview,
openai/gpt-5.4,
openai/gpt-oss-120b,
moonshotai/kimi-k2.5,
minimax/minimax-m2.5
​
extra_context
string

Additional research background, constraints, or preferences, used as extra context for query rewriting and research direction supplementation.

​
max_tokens
integer

Maximum output tokens for the final report. When unset or 0, the selected model uses its own default.

​
max_rounds
integer
default:5

Upper bound on the number of research rounds.

Required range: 1 <= x <= 10
​
reasoning
object

Controls reasoning effort. Only applied to reasoning-capable models.

​
skip_brief
boolean
default:false

Skip the Research Brief stage and write the final report directly from raw search and analysis results.

Note: when enabled, no brief event is emitted. Clients can rebuild the citation index by accumulating search_results events in the order they arrive (round-by-round / query-by-query / result-by-result) into a global index, then look up the corresponding url/title by the N in [^N].

​
skip_plan
boolean
default:false

Phase 1 only. Skip the Research Plan stage and proceed straight to the search loop. With skip_plan=true, the call never enters the Phase 2 pause mechanism.

​
skip_plan_confirm
boolean
default:false

Phase 1 only. When true, the run continues with all angles even if the plan is ambiguous, instead of pausing and waiting for the user to confirm a selection.

​
plan_id
string

Phase 2 only. The plan ID returned by a Phase 1 plan event with requires_selection=true. When provided, the server skips plan generation and applies the supplied selections against the stored plan. Each plan_id is retained for 30 minutes; after expiry the plan is regenerated.

​
selections
object[]

Phase 2 only. The user's corrections and angle filtering against the Phase 1 plan.

​
web_search_options
object

Search-related options. Queries are generated by the plan / adaptive stage. highlight.max_tokens defaults to 256.

Response

Successful Deep Research response. Always streamed as Server-Sent Events.

A streaming chunk of a Deep Research response.

​
request_id
string
required

The unique identifier for this request.

​
created
number
required

Unix timestamp (in seconds) of when the chunk was created.

​
model
string
required

The model used for this completion.

​
type
enum<string>

The type of this streaming chunk.

Available options:
status,
plan,
queries,
search_done,
analysis,
brief,
content,
finish,
usage,
error
​
object
enum<string>

The object type, always research.chunk.

Available options:
research.chunk
​
round
integer

Current research round. Present only in queries, search_done, and analysis chunks.

​
latency
integer

Latency in milliseconds for the stage represented by this chunk.

​
status
string

Pipeline progress copy. Present only in status chunks.

​
plan
object

Research plan generated in Phase 1. Carried by plan chunks.

​
plan_id
string

Plan ID carried by plan chunks. The client must echo this back as plan_id when entering Phase 2.

​
queries
string[]

Sub-queries generated for this round. Present only in queries chunks.

​
search_result_count
integer

Total number of search results returned this round. Present only in search_done chunks.

​
search_results
object[]

Search results for this round, one group per sub-query. Present only in search_done chunks.

​
analysis
object

Analysis output for one research round. Carried by analysis chunks.

​
brief
object

Report outline and evidence set. Carried by brief chunks.

​
choices
object[]

Incremental choices for the final report. Present in content and finish chunks.

​
meta
object

Usage and latency metadata for the Deep Research call. Carried by usage chunks.