heliosdb-nano 3.30.0

PostgreSQL-compatible embedded database with TDE + ZKE encryption, HNSW vector search, Product Quantization, git-like branching, time-travel queries, materialized views, row-level security, and 50+ enterprise features
Documentation
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openapi: 3.0.3
info:
  title: HeliosDB Nano REST API
  description: |
    PostgreSQL-compatible embedded database with vector search, time-travel, and branching.

    ## Key Features
    - **Unified SQL + Vector**: Full SQL with native vector search
    - **Time-Travel**: Query historical data, audit decisions
    - **Branching**: Git-like branches for experiments
    - **Embedded Mode**: No server needed, just a file
    - **AI-Native**: Built for AI agents and LLM applications

    ## Authentication
    All API requests require authentication via API key or JWT token.
    Include the key in the `Authorization` header as `Bearer <token>`.

  version: 3.0.0
  contact:
    name: HeliosDB Team
    url: https://github.com/heliosdb/heliosdb-nano
  license:
    name: Apache 2.0
    url: https://www.apache.org/licenses/LICENSE-2.0

servers:
  - url: http://localhost:8080/v1
    description: Local development server
  - url: https://api.heliosdb.io/v1
    description: Production server

tags:
  - name: Health
    description: Health check endpoints
  - name: Query
    description: SQL query execution
  - name: Branches
    description: Branch management (git-like)
  - name: Data
    description: Data manipulation operations
  - name: Tables
    description: Table and schema management
  - name: Vectors
    description: Vector store and semantic search
  - name: Agents
    description: AI agent memory and sessions
  - name: Documents
    description: Document ingestion and RAG
  - name: Chat
    description: Chat session management
  - name: Time Travel
    description: Historical data queries
  - name: Schema
    description: Schema inference and management

paths:
  /health:
    get:
      tags: [Health]
      summary: Health check
      operationId: healthCheck
      responses:
        '200':
          description: Service is healthy
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HealthResponse'

  /branches:
    get:
      tags: [Branches]
      summary: List all branches
      operationId: listBranches
      security:
        - bearerAuth: []
      responses:
        '200':
          description: List of branches
          content:
            application/json:
              schema:
                type: object
                properties:
                  branches:
                    type: array
                    items:
                      $ref: '#/components/schemas/Branch'
    post:
      tags: [Branches]
      summary: Create a new branch
      operationId: createBranch
      security:
        - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateBranchRequest'
      responses:
        '201':
          description: Branch created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Branch'

  /branches/{branch}:
    get:
      tags: [Branches]
      summary: Get branch details
      operationId: getBranch
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      responses:
        '200':
          description: Branch details
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Branch'
    delete:
      tags: [Branches]
      summary: Delete a branch
      operationId: deleteBranch
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      responses:
        '204':
          description: Branch deleted

  /branches/{branch}/merge:
    post:
      tags: [Branches]
      summary: Merge branch into target
      operationId: mergeBranch
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MergeBranchRequest'
      responses:
        '200':
          description: Merge completed
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/MergeResult'

  /branches/{branch}/query:
    post:
      tags: [Query]
      summary: Execute SQL query on branch
      operationId: executeQuery
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/QueryRequest'
      responses:
        '200':
          description: Query results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryResponse'

  /branches/{branch}/tables:
    get:
      tags: [Tables]
      summary: List tables in branch
      operationId: listTables
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      responses:
        '200':
          description: List of tables
          content:
            application/json:
              schema:
                type: object
                properties:
                  tables:
                    type: array
                    items:
                      $ref: '#/components/schemas/TableInfo'
    post:
      tags: [Tables]
      summary: Create a new table
      operationId: createTable
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateTableRequest'
      responses:
        '201':
          description: Table created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TableInfo'

  /branches/{branch}/tables/{table}:
    get:
      tags: [Tables]
      summary: Get table schema
      operationId: getTableSchema
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
      responses:
        '200':
          description: Table schema
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TableSchema'
    delete:
      tags: [Tables]
      summary: Drop a table
      operationId: dropTable
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
      responses:
        '204':
          description: Table dropped

  /branches/{branch}/tables/{table}/data:
    get:
      tags: [Data]
      summary: Get table data
      operationId: getTableData
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
        - name: limit
          in: query
          schema:
            type: integer
            default: 100
            maximum: 10000
        - name: offset
          in: query
          schema:
            type: integer
            default: 0
        - name: order_by
          in: query
          schema:
            type: string
        - name: filter
          in: query
          description: JSON filter object
          schema:
            type: string
      responses:
        '200':
          description: Table data
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/TableDataResponse'
    post:
      tags: [Data]
      summary: Insert rows into table
      operationId: insertData
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
        - name: auto_create
          in: query
          description: Auto-create table from data if not exists
          schema:
            type: boolean
            default: false
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/InsertDataRequest'
      responses:
        '201':
          description: Data inserted
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InsertDataResponse'
    put:
      tags: [Data]
      summary: Update rows in table
      operationId: updateData
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateDataRequest'
      responses:
        '200':
          description: Data updated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UpdateDataResponse'
    delete:
      tags: [Data]
      summary: Delete rows from table
      operationId: deleteData
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - $ref: '#/components/parameters/tableName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DeleteDataRequest'
      responses:
        '200':
          description: Data deleted
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DeleteDataResponse'

  # Vector Store Endpoints
  /vectors/stores:
    get:
      tags: [Vectors]
      summary: List vector stores
      operationId: listVectorStores
      security:
        - bearerAuth: []
      responses:
        '200':
          description: List of vector stores
          content:
            application/json:
              schema:
                type: object
                properties:
                  stores:
                    type: array
                    items:
                      $ref: '#/components/schemas/VectorStore'
    post:
      tags: [Vectors]
      summary: Create a vector store
      operationId: createVectorStore
      security:
        - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateVectorStoreRequest'
      responses:
        '201':
          description: Vector store created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStore'

  /vectors/stores/{name}:
    get:
      tags: [Vectors]
      summary: Get vector store details
      operationId: getVectorStore
      security:
        - bearerAuth: []
      parameters:
        - name: name
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Vector store details
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorStore'
    delete:
      tags: [Vectors]
      summary: Delete vector store
      operationId: deleteVectorStore
      security:
        - bearerAuth: []
      parameters:
        - name: name
          in: path
          required: true
          schema:
            type: string
      responses:
        '204':
          description: Vector store deleted

  /vectors/stores/{name}/vectors:
    post:
      tags: [Vectors]
      summary: Upsert vectors
      operationId: upsertVectors
      security:
        - bearerAuth: []
      parameters:
        - name: name
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpsertVectorsRequest'
      responses:
        '200':
          description: Vectors upserted
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/UpsertVectorsResponse'

  /vectors/stores/{name}/search:
    post:
      tags: [Vectors]
      summary: Search vectors by similarity
      operationId: searchVectors
      security:
        - bearerAuth: []
      parameters:
        - name: name
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/VectorSearchRequest'
      responses:
        '200':
          description: Search results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/VectorSearchResponse'

  /vectors/stores/{name}/texts:
    post:
      tags: [Vectors]
      summary: Add texts with auto-embedding
      operationId: addTexts
      security:
        - bearerAuth: []
      parameters:
        - name: name
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AddTextsRequest'
      responses:
        '201':
          description: Texts added
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AddTextsResponse'

  # Agent Memory Endpoints
  /agents/memory/{session}:
    get:
      tags: [Agents]
      summary: Get agent conversation history
      operationId: getAgentMemory
      security:
        - bearerAuth: []
      parameters:
        - name: session
          in: path
          required: true
          schema:
            type: string
        - name: limit
          in: query
          schema:
            type: integer
            default: 50
      responses:
        '200':
          description: Conversation history
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AgentMemoryResponse'
    delete:
      tags: [Agents]
      summary: Clear agent memory
      operationId: clearAgentMemory
      security:
        - bearerAuth: []
      parameters:
        - name: session
          in: path
          required: true
          schema:
            type: string
      responses:
        '204':
          description: Memory cleared

  /agents/memory/{session}/add:
    post:
      tags: [Agents]
      summary: Add to agent memory
      operationId: addAgentMemory
      security:
        - bearerAuth: []
      parameters:
        - name: session
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AddMemoryRequest'
      responses:
        '201':
          description: Memory added
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/AddMemoryResponse'

  /agents/memory/{session}/search:
    post:
      tags: [Agents]
      summary: Semantic search in agent memory
      operationId: searchAgentMemory
      security:
        - bearerAuth: []
      parameters:
        - name: session
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/MemorySearchRequest'
      responses:
        '200':
          description: Search results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/MemorySearchResponse'

  # Document Ingestion (RAG)
  /documents/ingest:
    post:
      tags: [Documents]
      summary: Ingest documents (auto-chunk, embed, store)
      operationId: ingestDocuments
      security:
        - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/IngestDocumentsRequest'
      responses:
        '201':
          description: Documents ingested
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/IngestDocumentsResponse'

  /documents/search:
    post:
      tags: [Documents]
      summary: Semantic document search
      operationId: searchDocuments
      security:
        - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/DocumentSearchRequest'
      responses:
        '200':
          description: Search results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DocumentSearchResponse'

  /documents/{id}:
    get:
      tags: [Documents]
      summary: Get document by ID
      operationId: getDocument
      security:
        - bearerAuth: []
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Document content
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Document'

  # Chat Sessions
  /chat/sessions:
    get:
      tags: [Chat]
      summary: List chat sessions
      operationId: listChatSessions
      security:
        - bearerAuth: []
      responses:
        '200':
          description: List of sessions
          content:
            application/json:
              schema:
                type: object
                properties:
                  sessions:
                    type: array
                    items:
                      $ref: '#/components/schemas/ChatSession'
    post:
      tags: [Chat]
      summary: Create chat session
      operationId: createChatSession
      security:
        - bearerAuth: []
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/CreateChatSessionRequest'
      responses:
        '201':
          description: Session created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChatSession'

  /chat/sessions/{id}/messages:
    get:
      tags: [Chat]
      summary: Get chat messages
      operationId: getChatMessages
      security:
        - bearerAuth: []
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
        - name: limit
          in: query
          schema:
            type: integer
            default: 100
      responses:
        '200':
          description: Chat messages
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChatMessagesResponse'
    post:
      tags: [Chat]
      summary: Add chat message
      operationId: addChatMessage
      security:
        - bearerAuth: []
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/AddChatMessageRequest'
      responses:
        '201':
          description: Message added
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChatMessage'

  /chat/sessions/{id}/summarize:
    post:
      tags: [Chat]
      summary: Summarize conversation
      operationId: summarizeChat
      security:
        - bearerAuth: []
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
      responses:
        '200':
          description: Summary generated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ChatSummaryResponse'

  # Time Travel
  /branches/{branch}/time-travel:
    post:
      tags: [Time Travel]
      summary: Query at historical timestamp
      operationId: timeTravelQuery
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/TimeTravelRequest'
      responses:
        '200':
          description: Historical query results
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/QueryResponse'

  /branches/{branch}/history:
    get:
      tags: [Time Travel]
      summary: Get table change history
      operationId: getHistory
      security:
        - bearerAuth: []
      parameters:
        - $ref: '#/components/parameters/branchName'
        - name: table
          in: query
          required: true
          schema:
            type: string
        - name: since
          in: query
          schema:
            type: string
            format: date-time
        - name: until
          in: query
          schema:
            type: string
            format: date-time
      responses:
        '200':
          description: Change history
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HistoryResponse'

  # Schema Inference
  /schema/infer:
    post:
      tags: [Schema]
      summary: Infer schema from data
      operationId: inferSchema
      security:
        - bearerAuth: []
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/InferSchemaRequest'
      responses:
        '200':
          description: Inferred schema
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/InferSchemaResponse'

components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT

  parameters:
    branchName:
      name: branch
      in: path
      required: true
      description: Branch name
      schema:
        type: string
        default: main
    tableName:
      name: table
      in: path
      required: true
      description: Table name
      schema:
        type: string

  schemas:
    HealthResponse:
      type: object
      properties:
        status:
          type: string
          enum: [healthy, degraded, unhealthy]
        version:
          type: string
        uptime_seconds:
          type: integer

    Branch:
      type: object
      properties:
        name:
          type: string
        parent:
          type: string
          nullable: true
        created_at:
          type: string
          format: date-time
        commit_count:
          type: integer

    CreateBranchRequest:
      type: object
      required: [name]
      properties:
        name:
          type: string
        from_branch:
          type: string
          default: main
        at_timestamp:
          type: string
          format: date-time

    MergeBranchRequest:
      type: object
      required: [target]
      properties:
        target:
          type: string
        strategy:
          type: string
          enum: [fast_forward, three_way, rebase]
          default: three_way

    MergeResult:
      type: object
      properties:
        success:
          type: boolean
        conflicts:
          type: array
          items:
            $ref: '#/components/schemas/MergeConflict'
        changes_applied:
          type: integer

    MergeConflict:
      type: object
      properties:
        table:
          type: string
        row_id:
          type: string
        source_value:
          type: object
        target_value:
          type: object

    QueryRequest:
      type: object
      required: [sql]
      properties:
        sql:
          type: string
          description: SQL query to execute
        params:
          type: array
          items: {}
          description: Query parameters
        timeout_ms:
          type: integer
          default: 30000
        mode:
          type: string
          enum: [normal, safe, explain]
          default: normal

    QueryResponse:
      type: object
      properties:
        columns:
          type: array
          items:
            $ref: '#/components/schemas/Column'
        rows:
          type: array
          items:
            type: array
            items: {}
        row_count:
          type: integer
        execution_time_ms:
          type: number

    Column:
      type: object
      properties:
        name:
          type: string
        type:
          type: string

    TableInfo:
      type: object
      properties:
        name:
          type: string
        row_count:
          type: integer
        size_bytes:
          type: integer
        created_at:
          type: string
          format: date-time

    TableSchema:
      type: object
      properties:
        name:
          type: string
        columns:
          type: array
          items:
            $ref: '#/components/schemas/ColumnDefinition'
        primary_key:
          type: array
          items:
            type: string
        indexes:
          type: array
          items:
            $ref: '#/components/schemas/IndexInfo'

    ColumnDefinition:
      type: object
      properties:
        name:
          type: string
        type:
          type: string
        nullable:
          type: boolean
        default:
          type: string

    IndexInfo:
      type: object
      properties:
        name:
          type: string
        columns:
          type: array
          items:
            type: string
        type:
          type: string
          enum: [btree, hash, hnsw, ivfflat]
        unique:
          type: boolean

    CreateTableRequest:
      type: object
      required: [name, columns]
      properties:
        name:
          type: string
        columns:
          type: array
          items:
            $ref: '#/components/schemas/ColumnDefinition'
        primary_key:
          type: array
          items:
            type: string

    TableDataResponse:
      type: object
      properties:
        columns:
          type: array
          items:
            type: string
        rows:
          type: array
          items:
            type: object
        total_count:
          type: integer
        has_more:
          type: boolean

    InsertDataRequest:
      type: object
      required: [rows]
      properties:
        rows:
          type: array
          items:
            type: object
        on_conflict:
          type: string
          enum: [error, ignore, update]
          default: error

    InsertDataResponse:
      type: object
      properties:
        inserted:
          type: integer
        table_created:
          type: boolean
        inferred_schema:
          type: object

    UpdateDataRequest:
      type: object
      required: [filter, set]
      properties:
        filter:
          type: object
        set:
          type: object

    UpdateDataResponse:
      type: object
      properties:
        updated:
          type: integer

    DeleteDataRequest:
      type: object
      required: [filter]
      properties:
        filter:
          type: object

    DeleteDataResponse:
      type: object
      properties:
        deleted:
          type: integer

    # Vector Schemas
    VectorStore:
      type: object
      properties:
        name:
          type: string
        dimension:
          type: integer
        metric:
          type: string
          enum: [cosine, euclidean, dot_product]
        vector_count:
          type: integer
        created_at:
          type: string
          format: date-time

    CreateVectorStoreRequest:
      type: object
      required: [name, dimension]
      properties:
        name:
          type: string
        dimension:
          type: integer
        metric:
          type: string
          enum: [cosine, euclidean, dot_product]
          default: cosine
        index_type:
          type: string
          enum: [hnsw, ivfflat, flat]
          default: hnsw

    UpsertVectorsRequest:
      type: object
      required: [vectors]
      properties:
        vectors:
          type: array
          items:
            $ref: '#/components/schemas/VectorEntry'

    VectorEntry:
      type: object
      required: [id, vector]
      properties:
        id:
          type: string
        vector:
          type: array
          items:
            type: number
        metadata:
          type: object

    UpsertVectorsResponse:
      type: object
      properties:
        upserted:
          type: integer

    VectorSearchRequest:
      type: object
      required: [vector]
      properties:
        vector:
          type: array
          items:
            type: number
        top_k:
          type: integer
          default: 10
        filter:
          type: object
        include_metadata:
          type: boolean
          default: true
        include_vectors:
          type: boolean
          default: false

    VectorSearchResponse:
      type: object
      properties:
        results:
          type: array
          items:
            $ref: '#/components/schemas/VectorSearchResult'

    VectorSearchResult:
      type: object
      properties:
        id:
          type: string
        score:
          type: number
        vector:
          type: array
          items:
            type: number
        metadata:
          type: object

    AddTextsRequest:
      type: object
      required: [texts]
      properties:
        texts:
          type: array
          items:
            type: string
        metadatas:
          type: array
          items:
            type: object
        ids:
          type: array
          items:
            type: string
        embedding_model:
          type: string
          description: Embedding model to use (local or provider)

    AddTextsResponse:
      type: object
      properties:
        ids:
          type: array
          items:
            type: string

    # Agent Memory Schemas
    AgentMemoryResponse:
      type: object
      properties:
        session_id:
          type: string
        messages:
          type: array
          items:
            $ref: '#/components/schemas/MemoryMessage'
        created_at:
          type: string
          format: date-time

    MemoryMessage:
      type: object
      properties:
        id:
          type: string
        role:
          type: string
          enum: [user, assistant, system, tool]
        content:
          type: string
        metadata:
          type: object
        timestamp:
          type: string
          format: date-time

    AddMemoryRequest:
      type: object
      required: [role, content]
      properties:
        role:
          type: string
          enum: [user, assistant, system, tool]
        content:
          type: string
        metadata:
          type: object
        generate_embedding:
          type: boolean
          default: true

    AddMemoryResponse:
      type: object
      properties:
        id:
          type: string
        session_id:
          type: string

    MemorySearchRequest:
      type: object
      required: [query]
      properties:
        query:
          type: string
        top_k:
          type: integer
          default: 5
        filter:
          type: object

    MemorySearchResponse:
      type: object
      properties:
        results:
          type: array
          items:
            $ref: '#/components/schemas/MemorySearchResult'

    MemorySearchResult:
      type: object
      properties:
        message:
          $ref: '#/components/schemas/MemoryMessage'
        score:
          type: number

    # Document Schemas
    IngestDocumentsRequest:
      type: object
      required: [documents]
      properties:
        documents:
          type: array
          items:
            $ref: '#/components/schemas/DocumentInput'
        collection:
          type: string
          default: documents
        chunk_size:
          type: integer
          default: 512
        chunk_overlap:
          type: integer
          default: 50
        embedding_model:
          type: string

    DocumentInput:
      type: object
      required: [content]
      properties:
        id:
          type: string
        content:
          type: string
        metadata:
          type: object
        source:
          type: string

    IngestDocumentsResponse:
      type: object
      properties:
        document_ids:
          type: array
          items:
            type: string
        chunks_created:
          type: integer

    DocumentSearchRequest:
      type: object
      required: [query]
      properties:
        query:
          type: string
        collection:
          type: string
          default: documents
        top_k:
          type: integer
          default: 5
        filter:
          type: object
        include_content:
          type: boolean
          default: true

    DocumentSearchResponse:
      type: object
      properties:
        results:
          type: array
          items:
            $ref: '#/components/schemas/DocumentSearchResult'

    DocumentSearchResult:
      type: object
      properties:
        document_id:
          type: string
        chunk_id:
          type: string
        content:
          type: string
        score:
          type: number
        metadata:
          type: object

    Document:
      type: object
      properties:
        id:
          type: string
        content:
          type: string
        metadata:
          type: object
        chunks:
          type: array
          items:
            $ref: '#/components/schemas/DocumentChunk'
        created_at:
          type: string
          format: date-time

    DocumentChunk:
      type: object
      properties:
        id:
          type: string
        content:
          type: string
        index:
          type: integer

    # Chat Schemas
    ChatSession:
      type: object
      properties:
        id:
          type: string
        name:
          type: string
        created_at:
          type: string
          format: date-time
        message_count:
          type: integer
        metadata:
          type: object

    CreateChatSessionRequest:
      type: object
      properties:
        name:
          type: string
        metadata:
          type: object

    ChatMessagesResponse:
      type: object
      properties:
        session_id:
          type: string
        messages:
          type: array
          items:
            $ref: '#/components/schemas/ChatMessage'

    ChatMessage:
      type: object
      properties:
        id:
          type: string
        role:
          type: string
          enum: [user, assistant, system]
        content:
          type: string
        timestamp:
          type: string
          format: date-time

    AddChatMessageRequest:
      type: object
      required: [role, content]
      properties:
        role:
          type: string
          enum: [user, assistant, system]
        content:
          type: string

    ChatSummaryResponse:
      type: object
      properties:
        summary:
          type: string
        key_topics:
          type: array
          items:
            type: string
        message_count:
          type: integer

    # Time Travel Schemas
    TimeTravelRequest:
      type: object
      required: [sql, timestamp]
      properties:
        sql:
          type: string
        timestamp:
          type: string
          format: date-time
        params:
          type: array
          items: {}

    HistoryResponse:
      type: object
      properties:
        table:
          type: string
        changes:
          type: array
          items:
            $ref: '#/components/schemas/ChangeRecord'

    ChangeRecord:
      type: object
      properties:
        timestamp:
          type: string
          format: date-time
        operation:
          type: string
          enum: [insert, update, delete]
        row_id:
          type: string
        old_values:
          type: object
        new_values:
          type: object

    # Schema Inference
    InferSchemaRequest:
      type: object
      required: [data]
      properties:
        data:
          type: array
          items:
            type: object
        table_name:
          type: string

    InferSchemaResponse:
      type: object
      properties:
        inferred_schema:
          type: object
          additionalProperties:
            type: string
        create_sql:
          type: string
        confidence:
          type: number

    # Error
    Error:
      type: object
      properties:
        code:
          type: string
        message:
          type: string
        details:
          type: object