Voyant.io Context Intelligence API

Context streams and brand knowledge management. Create, update, and query your organization's unified knowledge base.

Operations 19

POST /api/context-intelligence/process Process Content With Intelligence #
POST /api/context-intelligence/process/immediate Process Content Immediate #
GET /api/context-intelligence/streams List Context Streams #
POST /api/context-intelligence/streams Create Context Stream #
POST /api/context-intelligence/streams/gypsum-messaging Refresh Gypsum Messaging Stream #
POST /api/context-intelligence/streams/competitor-intelligence Refresh Competitor Intelligence Stream #
POST /api/context-intelligence/streams/{stream_id}/touch Touch Context Stream #
POST /api/context-intelligence/streams/{stream_id}/refresh Refresh Context Stream #
POST /api/context-intelligence/streams/{stream_id}/purge Purge Context Stream #
GET /api/context-intelligence/streams/{stream_id} Get Stream Detail #
GET /api/context-intelligence/streams/{stream_id}/context Get Stream Context #
GET /api/context-intelligence/context.txt Generate Context Txt #
POST /api/context-intelligence/chunks/optimize Optimize Chunk #
POST /api/context-intelligence/chunks/rerank Rerank Chunks #
POST /api/context-intelligence/chunks/override-ranking Override Chunk Ranking #
GET /api/context-intelligence/analytics/metadata-coverage Get Metadata Coverage #
GET /api/context-intelligence/task/{task_id} Get Task Status #
GET /api/context-intelligence/chunks/versions/{block_label} Get Chunk Version History #
GET /api/context-intelligence/chunks/current Get Current Chunks #

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This API
curl "https://apis.io/api/v1/apis/voyant-context-intelligence-api"
All apis
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

A second provider on the same verified email joins the account you already have.

OpenAPI Specification

voyant-context-intelligence-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: VoyantIO Context Intelligence API
  description: '

    ## Brand Context Intelligence Platform


    VoyantIO provides AI-powered brand context management for GTM teams.


    ### Core Capabilities


    - **Context Streams** - Centralized brand knowledge that any AI tool can use

    - **Telemetry** - Visitor tracking with IP geolocation and company enrichment

    - **Signals** - Social listening across 10+ platforms: GitHub, Reddit, HackerNews, LinkedIn, Twitter/X, Discord, ProductHunt, YouTube, G2, Slack, and government sources

    - **Target Graph** - Account and contact intelligence with engagement tracking

    - **RAG** - Retrieval-augmented content generation with brand awareness


    ### Authentication


    Most endpoints require a Bearer token from Clerk authentication.

    Public endpoints (telemetry ingestion, well-known files) are clearly marked.


    ### Rate Limits


    - Telemetry ingestion: 100 req/min per IP

    - API endpoints: 1000 req/min per org

    '
  version: 1.0.0
servers:
- url: https://voice-forge-production.up.railway.app
  description: Production
tags:
- name: context-intelligence
  description: Context streams and brand knowledge management. Create, update, and query your organization's unified knowledge base.
paths:
  /api/context-intelligence/process:
    post:
      tags:
      - context-intelligence
      summary: Process Content With Intelligence
      description: 'Process content with intelligent metadata extraction and flexible chunking


        This endpoint:

        - Extracts rich metadata using AI and patterns

        - Creates multiple chunk versions (standard, micro, 18-token)

        - Suggests and optionally creates context streams

        - Stores everything for retrieval'
      operationId: process_content_with_intelligence_api_context_intelligence_process_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ProcessContentRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/process/immediate:
    post:
      tags:
      - context-intelligence
      summary: Process Content Immediate
      description: Process content immediately (for smaller content)
      operationId: process_content_immediate_api_context_intelligence_process_immediate_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ProcessContentRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/streams:
    get:
      tags:
      - context-intelligence
      summary: List Context Streams
      description: List available context streams
      operationId: list_context_streams_api_context_intelligence_streams_get
      security:
      - HTTPBearer: []
      parameters:
      - name: include_public
        in: query
        required: false
        schema:
          type: boolean
          description: Include public streams
          default: true
          title: Include Public
        description: Include public streams
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
    post:
      tags:
      - context-intelligence
      summary: Create Context Stream
      description: Create a new context stream
      operationId: create_context_stream_api_context_intelligence_streams_post
      security:
      - HTTPBearer: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateStreamRequest'
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/streams/gypsum-messaging:
    post:
      tags:
      - context-intelligence
      summary: Refresh Gypsum Messaging Stream
      description: "Refresh the Gypsum messaging framework context stream.\n\nOptionally pass version_metadata to track training rationale:\n{\n    \"version_metadata\": {\n        \"Headline\": {\"content_version_id\": \"uuid\", \"change_rationale\": \"Updated per brand guidelines\"},\n        \"Persona: CTO\": {\"content_version_id\": \"uuid\", \"change_rationale\": \"Refined pain points\"}\n    },\n    \"change_source\": \"training\",\n    \"change_rationale\": \"Bulk update after training session\"\n}"
      operationId: refresh_gypsum_messaging_stream_api_context_intelligence_streams_gypsum_messaging_post
      requestBody:
        content:
          application/json:
            schema:
              anyOf:
              - $ref: '#/components/schemas/GypsumSyncRequest'
              - type: 'null'
              title: Request
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/streams/competitor-intelligence:
    post:
      tags:
      - context-intelligence
      summary: Refresh Competitor Intelligence Stream
      description: 'Refresh the Competitive Intelligence context stream.


        This endpoint:

        1. Ensures the Competitive Intelligence stream exists

        2. Re-ingests all active competitors into the context stream

        3. Generates embeddings for competitor chunks


        Use this to sync competitor data into the context system after:

        - Adding new competitors via /api/competitors

        - Running competitor scans

        - Periodic refresh'
      operationId: refresh_competitor_intelligence_stream_api_context_intelligence_streams_competitor_intelligence_post
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
      security:
      - HTTPBearer: []
  /api/context-intelligence/streams/{stream_id}/touch:
    post:
      tags:
      - context-intelligence
      summary: Touch Context Stream
      description: Touch a context stream to refresh the 'last_accessed' timestamp.
      operationId: touch_context_stream_api_context_intelligence_streams__stream_id__touch_post
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_id
        in: path
        required: true
        schema:
          type: string
          title: Stream Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/streams/{stream_id}/refresh:
    post:
      tags:
      - context-intelligence
      summary: Refresh Context Stream
      description: Rebuilds the chunk/embedding data for a context stream.
      operationId: refresh_context_stream_api_context_intelligence_streams__stream_id__refresh_post
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_id
        in: path
        required: true
        schema:
          type: string
          title: Stream Id
      - name: chunk_size
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            minimum: 50
          - type: 'null'
          description: Override chunk size (tokens)
          title: Chunk Size
        description: Override chunk size (tokens)
      - name: chunk_overlap
        in: query
        required: false
        schema:
          anyOf:
          - type: integer
            minimum: 0
          - type: 'null'
          description: Override chunk overlap (tokens)
          title: Chunk Overlap
        description: Override chunk overlap (tokens)
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/streams/{stream_id}/purge:
    post:
      tags:
      - context-intelligence
      summary: Purge Context Stream
      description: 'Purge all derived content for a stream — chunks, embeddings, versions —

        while keeping the stream so Refresh can repopulate it. Tenant-scoped.'
      operationId: purge_context_stream_api_context_intelligence_streams__stream_id__purge_post
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_id
        in: path
        required: true
        schema:
          type: string
          title: Stream Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/streams/{stream_id}:
    get:
      tags:
      - context-intelligence
      summary: Get Stream Detail
      description: Get detailed information about a specific stream including quality metrics
      operationId: get_stream_detail_api_context_intelligence_streams__stream_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_id
        in: path
        required: true
        schema:
          type: string
          title: Stream Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/streams/{stream_id}/context:
    get:
      tags:
      - context-intelligence
      summary: Get Stream Context
      description: Get context chunks for a specific stream
      operationId: get_stream_context_api_context_intelligence_streams__stream_id__context_get
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_id
        in: path
        required: true
        schema:
          type: string
          title: Stream Id
      - name: query
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Additional query filter
          title: Query
        description: Additional query filter
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          description: Maximum chunks to return
          default: 50
          title: Limit
        description: Maximum chunks to return
      - name: token_limit
        in: query
        required: false
        schema:
          type: integer
          description: Maximum total tokens
          default: 2000
          title: Token Limit
        description: Maximum total tokens
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/context.txt:
    get:
      tags:
      - context-intelligence
      summary: Generate Context Txt
      description: Generate context.txt file for AI agents
      operationId: generate_context_txt_api_context_intelligence_context_txt_get
      security:
      - HTTPBearer: []
      parameters:
      - name: stream_ids
        in: query
        required: true
        schema:
          type: array
          items:
            type: string
          description: Context stream IDs
          title: Stream Ids
        description: Context stream IDs
      - name: purpose
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Purpose of context
          title: Purpose
        description: Purpose of context
      - name: technical_level
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Technical level
          default: intermediate
          title: Technical Level
        description: Technical level
      - name: industry
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          description: Industry focus
          title: Industry
        description: Industry focus
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/chunks/optimize:
    post:
      tags:
      - context-intelligence
      summary: Optimize Chunk
      description: Optimize a chunk for specific token window (including 18-token challenge)
      operationId: optimize_chunk_api_context_intelligence_chunks_optimize_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ChunkOptimizationRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/chunks/rerank:
    post:
      tags:
      - context-intelligence
      summary: Rerank Chunks
      description: Rerank chunks based on custom criteria
      operationId: rerank_chunks_api_context_intelligence_chunks_rerank_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RerankRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/chunks/override-ranking:
    post:
      tags:
      - context-intelligence
      summary: Override Chunk Ranking
      description: Override ranking for specific chunk
      operationId: override_chunk_ranking_api_context_intelligence_chunks_override_ranking_post
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/RankingOverrideRequest'
        required: true
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
      - HTTPBearer: []
  /api/context-intelligence/analytics/metadata-coverage:
    get:
      tags:
      - context-intelligence
      summary: Get Metadata Coverage
      description: Get analytics on metadata coverage across content
      operationId: get_metadata_coverage_api_context_intelligence_analytics_metadata_coverage_get
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
      security:
      - HTTPBearer: []
  /api/context-intelligence/task/{task_id}:
    get:
      tags:
      - context-intelligence
      summary: Get Task Status
      description: Get status of async task
      operationId: get_task_status_api_context_intelligence_task__task_id__get
      security:
      - HTTPBearer: []
      parameters:
      - name: task_id
        in: path
        required: true
        schema:
          type: string
          title: Task Id
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/chunks/versions/{block_label}:
    get:
      tags:
      - context-intelligence
      summary: Get Chunk Version History
      description: 'Get version history for a specific content block (e.g., ''Headline'', ''Persona: CTO'')'
      operationId: get_chunk_version_history_api_context_intelligence_chunks_versions__block_label__get
      security:
      - HTTPBearer: []
      parameters:
      - name: block_label
        in: path
        required: true
        schema:
          type: string
          title: Block Label
      - name: limit
        in: query
        required: false
        schema:
          type: integer
          default: 20
          title: Limit
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
  /api/context-intelligence/chunks/current:
    get:
      tags:
      - context-intelligence
      summary: Get Current Chunks
      description: Get all current (latest version) chunks, optionally filtered by content_type
      operationId: get_current_chunks_api_context_intelligence_chunks_current_get
      security:
      - HTTPBearer: []
      parameters:
      - name: content_type
        in: query
        required: false
        schema:
          anyOf:
          - type: string
          - type: 'null'
          title: Content Type
      responses:
        '200':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
components:
  schemas:
    ProcessContentRequest:
      properties:
        content_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Content Id
          description: ID of existing content to process
        text:
          anyOf:
          - type: string
          - type: 'null'
          title: Text
          description: Raw text to process
        url:
          anyOf:
          - type: string
          - type: 'null'
          title: Url
          description: Source URL
        metadata:
          additionalProperties: true
          type: object
          title: Metadata
          description: Initial metadata
        chunking_configs:
          anyOf:
          - items:
              additionalProperties: true
              type: object
            type: array
          - type: 'null'
          title: Chunking Configs
          description: Custom chunking configurations
        create_streams:
          type: boolean
          title: Create Streams
          description: Auto-create suggested context streams
          default: true
      type: object
      title: ProcessContentRequest
      description: Request for processing content with intelligence
    RankingOverrideRequest:
      properties:
        chunk_id:
          type: string
          title: Chunk Id
          description: Chunk to override
        boost_score:
          anyOf:
          - type: number
          - type: 'null'
          title: Boost Score
          description: Boost score (positive or negative)
        pin_position:
          anyOf:
          - type: integer
          - type: 'null'
          title: Pin Position
          description: Pin to position
        exclude:
          type: boolean
          title: Exclude
          description: Exclude from results
          default: false
        reason:
          type: string
          title: Reason
          description: Reason for override
        context_stream_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Context Stream Id
          description: Apply to specific stream
      type: object
      required:
      - chunk_id
      - reason
      title: RankingOverrideRequest
      description: Request for ranking override
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
            - type: string
            - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
        input:
          title: Input
        ctx:
          type: object
          title: Context
      type: object
      required:
      - loc
      - msg
      - type
      title: ValidationError
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    RerankRequest:
      properties:
        chunk_ids:
          items:
            type: string
          type: array
          title: Chunk Ids
          description: Chunks to rerank
        ranking_criteria:
          additionalProperties: true
          type: object
          title: Ranking Criteria
          description: Ranking criteria
        context_stream_id:
          anyOf:
          - type: string
          - type: 'null'
          title: Context Stream Id
          description: Optional stream context
      type: object
      required:
      - chunk_ids
      - ranking_criteria
      title: RerankRequest
      description: Request for reranking chunks
    GypsumSyncRequest:
      properties:
        version_metadata:
          anyOf:
          - additionalProperties: true
            type: object
          - type: 'null'
          title: Version Metadata
        change_source:
          anyOf:
          - type: string
          - type: 'null'
          title: Change Source
          default: sync
        change_rationale:
          anyOf:
          - type: string
          - type: 'null'
          title: Change Rationale
      type: object
      title: GypsumSyncRequest
      description: Optional metadata to include when syncing from Gypsum
    ChunkOptimizationRequest:
      properties:
        chunk_id:
          type: string
          title: Chunk Id
          description: Chunk ID to optimize
        target_tokens:
          type: integer
          title: Target Tokens
          description: Target token count
        preserve_meaning:
          type: boolean
          title: Preserve Meaning
          description: Whether to preserve semantic meaning
          default: true
        version_name:
          type: string
          title: Version Name
          description: Name for this version
      type: object
      required:
      - chunk_id
      - target_tokens
      - version_name
      title: ChunkOptimizationRequest
      description: Request for chunk optimization
    CreateStreamRequest:
      properties:
        name:
          type: string
          title: Name
          description: Stream name
        description:
          anyOf:
          - type: string
          - type: 'null'
          title: Description
          description: Stream description
        filters:
          additionalProperties: true
          type: object
          title: Filters
          description: Metadata filters
        ranking_criteria:
          additionalProperties: true
          type: object
          title: Ranking Criteria
          description: Ranking configuration
        token_limits:
          additionalProperties:
            type: integer
          type: object
          title: Token Limits
          description: Token limits by use case
          default:
            default: 2000
        is_public:
          type: boolean
          title: Is Public
          description: Whether stream is public
          default: false
      type: object
      required:
      - name
      title: CreateStreamRequest
      description: Request for creating a context stream
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer