Delete Memory V1

Papr Memory API (1.0.0)

API for managing personal memory items with authentication and user-specific data.

Authentication

This API supports three authentication methods:

API Key: Include your API key in the X-API-Key header
```
X-API-Key: <your-api-key>
```
Session Token: Include your session token in the X-Session-Token header
```
X-Session-Token: <your-session-token>
```
Bearer Token: Include your OAuth2 token from Auth0 in the Authorization header
```
Authorization: Bearer <token>
```

All endpoints require one of these authentication methods.

Download OpenAPI description

index.json

index.yaml

Servers

Papr Memory API

https://platform.papr.ai/_mock/apis/

v1

Operations

Create User

Request

Create a new user or link existing user to developer

Headers

X-API-Keystring(X-Api-Key)required

Bodyapplication/jsonrequired

emailEmail (string) or Email (null)(Email)

Example: "user@example.com"

Any of:

string(email)(Email)

external_idstring(External Id)required

Example: "user123"

metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"John Doe","preferences":{"theme":"dark"}}

Any of:

object(Metadata)

typestring(UserType)

Default "developerUser"

Enum"developerUser""user""agent"

Example: "developerUser"

curl -i -X POST \
  https://platform.papr.ai/_mock/apis/v1/user \
  -H 'Content-Type: application/json' \
  -H 'X-API-Key: string' \
  -d '{
    "email": "user@example.com",
    "external_id": "user123",
    "metadata": {
      "name": "John Doe",
      "preferences": {
        "theme": "dark"
      }
    },
    "type": "developerUser"
  }'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

user_idUser Id (string) or User Id (null)(User Id)

Example: "abc123"

Any of:

string(User Id)

emailEmail (string) or Email (null)(Email)

Example: "user@example.com"

Any of:

string(Email)

external_idExternal Id (string) or External Id (null)(External Id)

Example: "user123"

Any of:

string(External Id)

metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"John Doe","preferences":{"theme":"dark"}}

Any of:

object(Metadata)

created_atCreated At (string) or Created At (null)(Created At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Created At)

updated_atUpdated At (string) or Updated At (null)(Updated At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Updated At)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "created_at": "2024-03-20T10:00:00.000Z",
  "email": "user@example.com",
  "external_id": "user123",
  "metadata": {
    "name": "John Doe",
    "preferences": { … }
  },
  "status": "success",
  "updated_at": "2024-03-20T10:00:00.000Z",
  "user_id": "abc123"
}

List Users

Request

List users for a developer

Query

pageinteger(Page)>= 1

Default 1

page_sizeinteger(Page Size)[ 1 .. 100 ]

Default 10

external_idExternal Id (string) or External Id (null)(External Id)

Any of:

string(External Id)

emailEmail (string) or Email (null)(Email)

Any of:

string(Email)

Headers

X-API-Keystring(X-Api-Key)required

curl -i -X GET \
  'https://platform.papr.ai/_mock/apis/v1/user?email=string&external_id=string&page=1&page_size=10' \
  -H 'X-API-Key: string'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

dataArray of Data (objects) or Data (null)(Data)

Example: [{"created_at":"2024-03-20T10:00:00.000Z","email":"user1@example.com","external_id":"user123","metadata":{"name":"John Doe","preferences":{"theme":"dark"}},"updated_at":"2024-03-20T10:00:00.000Z","user_id":"abc123"}]

Any of:

totalTotal (integer) or Total (null)(Total)

Example: 1

Any of:

integer(Total)

pagePage (integer) or Page (null)(Page)

Example: 1

Any of:

integer(Page)

page_sizePage Size (integer) or Page Size (null)(Page Size)

Example: 10

Any of:

integer(Page Size)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "data": [
    { … }
  ],
  "page": 1,
  "page_size": 10,
  "status": "success",
  "total": 1
}

Get User

Request

Get user details by user_id (_User.objectId) and developer association

Path

user_idstring(User Id)required

Headers

X-API-Keystring(X-Api-Key)required

curl -i -X GET \
  'https://platform.papr.ai/_mock/apis/v1/user/{user_id}' \
  -H 'X-API-Key: string'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

user_idUser Id (string) or User Id (null)(User Id)

Example: "abc123"

Any of:

string(User Id)

emailEmail (string) or Email (null)(Email)

Example: "user@example.com"

Any of:

string(Email)

external_idExternal Id (string) or External Id (null)(External Id)

Example: "user123"

Any of:

string(External Id)

metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"John Doe","preferences":{"theme":"dark"}}

Any of:

object(Metadata)

created_atCreated At (string) or Created At (null)(Created At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Created At)

updated_atUpdated At (string) or Updated At (null)(Updated At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Updated At)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "created_at": "2024-03-20T10:00:00.000Z",
  "email": "user@example.com",
  "external_id": "user123",
  "metadata": {
    "name": "John Doe",
    "preferences": { … }
  },
  "status": "success",
  "updated_at": "2024-03-20T10:00:00.000Z",
  "user_id": "abc123"
}

Update User

Request

Update user details by user_id (_User.objectId) and developer association

Path

user_idstring(User Id)required

Headers

X-API-Keystring(X-Api-Key)required

Bodyapplication/jsonrequired

emailEmail (string) or Email (null)(Email)

Example: "updated.user@example.com"

Any of:

string(Email)

external_idExternal Id (string) or External Id (null)(External Id)

Example: "updated_user_123"

Any of:

string(External Id)

metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"Updated User","preferences":{"theme":"light"}}

Any of:

object(Metadata)

typeUserType (string) or null

Example: "developerUser"

Any of:

string(UserType)

Enum"developerUser""user""agent"

curl -i -X PUT \
  'https://platform.papr.ai/_mock/apis/v1/user/{user_id}' \
  -H 'Content-Type: application/json' \
  -H 'X-API-Key: string' \
  -d '{
    "email": "updated.user@example.com",
    "external_id": "updated_user_123",
    "metadata": {
      "name": "Updated User",
      "preferences": {
        "theme": "light"
      }
    },
    "type": "developerUser"
  }'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

user_idUser Id (string) or User Id (null)(User Id)

Example: "abc123"

Any of:

string(User Id)

emailEmail (string) or Email (null)(Email)

Example: "user@example.com"

Any of:

string(Email)

external_idExternal Id (string) or External Id (null)(External Id)

Example: "user123"

Any of:

string(External Id)

metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"John Doe","preferences":{"theme":"dark"}}

Any of:

object(Metadata)

created_atCreated At (string) or Created At (null)(Created At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Created At)

updated_atUpdated At (string) or Updated At (null)(Updated At)

Example: "2024-03-20T10:00:00.000Z"

Any of:

string(Updated At)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "created_at": "2024-03-20T10:00:00.000Z",
  "email": "user@example.com",
  "external_id": "user123",
  "metadata": {
    "name": "John Doe",
    "preferences": { … }
  },
  "status": "success",
  "updated_at": "2024-03-20T10:00:00.000Z",
  "user_id": "abc123"
}

Delete User

Request

Delete user association with developer and the user itself by , assume external user_id is provided, and resolve to internal user_id (_User.objectId)

Path

user_idstring(User Id)required

Query

is_externalboolean(Is External)

Is this an external user ID?

Default false

Headers

X-API-Keystring(X-Api-Key)required

curl -i -X DELETE \
  'https://platform.papr.ai/_mock/apis/v1/user/{user_id}?is_external=false' \
  -H 'X-API-Key: string'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

user_idUser Id (string) or User Id (null)(User Id)

ID of the user attempted to delete

Example: "abc123"

Any of:

ID of the user attempted to delete

string(User Id)

ID of the user attempted to delete

messageMessage (string) or Message (null)(Message)

Success or error message

Example: "User and association deleted successfully"

Any of:

Success or error message

string(Message)

Success or error message

errorError (string) or Error (null)(Error)

Error message if failed

Any of:

Error message if failed

string(Error)

Error message if failed

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

Response

application/json

{
  "code": 200,
  "message": "User and association deleted successfully",
  "status": "success",
  "user_id": "abc123"
}

Create User Batch

Request

Create multiple users or link existing users to developer, and add each to the developer's workspace (if one exists).

Headers

X-API-Keystring(X-Api-Key)required

Bodyapplication/jsonrequired

usersArray of objects(Users)required

Example: [{"email":"user@example.com","external_id":"user123","metadata":{"name":"John Doe","preferences":{"theme":"dark"}},"type":"developerUser"}]

users[].emailEmail (string) or Email (null)(Email)

Example: "user@example.com"

Any of:

string(email)(Email)

users[].external_idstring(External Id)required

Example: "user123"

users[].metadataMetadata (object) or Metadata (null)(Metadata)

Example: {"name":"John Doe","preferences":{"theme":"dark"}}

Any of:

object(Metadata)

users[].typestring(UserType)

Default "developerUser"

Enum"developerUser""user""agent"

Example: "developerUser"

curl -i -X POST \
  https://platform.papr.ai/_mock/apis/v1/user/batch \
  -H 'Content-Type: application/json' \
  -H 'X-API-Key: string' \
  -d '{
    "users": [
      {
        "email": "user@example.com",
        "external_id": "user123",
        "metadata": {
          "name": "John Doe",
          "preferences": {
            "theme": "dark"
          }
        },
        "type": "developerUser"
      }
    ]
  }'

Responses

Successful Response

Bodyapplication/json

codeinteger(Code)required

HTTP status code

Example: 200

statusstring(Status)required

'success' or 'error'

Example: "success"

dataArray of Data (objects) or Data (null)(Data)

Any of:

totalTotal (integer) or Total (null)(Total)

Example: 1

Any of:

integer(Total)

pagePage (integer) or Page (null)(Page)

Example: 1

Any of:

integer(Page)

page_sizePage Size (integer) or Page Size (null)(Page Size)

Example: 10

Any of:

integer(Page Size)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "data": [
    { … }
  ],
  "page": 1,
  "page_size": 10,
  "status": "success",
  "total": 1
}

Add Memory V1

Request

Add a new memory item to the system with size validation and background processing.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Required Headers:

Content-Type: application/json
X-Client-Type: (e.g., 'papr_plugin', 'browser_extension')

The API validates content size against MAX_CONTENT_LENGTH environment variable (defaults to 15000 bytes).

Query

skip_background_processingboolean(Skip Background Processing)

If True, skips adding background tasks for processing

Default false

Bodyapplication/jsonrequired

contentstring(Content)required

The content of the memory item you want to add to memory

Example: "Meeting notes from the product planning session"

typestring(MemoryType)required

Valid memory types

Enum"text""code_snippet""document"

Example: "text"

metadataMemoryMetadata (object) or null

Metadata used in Neo4J and Pinecone for a memory item

Example: {"conversationId":"conv-123","createdAt":"2024-03-21T10:00:00Z","emoji_tags":"ðŸ“Š,ðŸ’¡,ðŸ“","emotion_tags":"focused, productive","external_user_id":"external_user_123","external_user_read_access":["external_user_123","external_user_789"],"external_user_write_access":["external_user_123"],"hierarchical_structures":"Business/Planning/Product","location":"Conference Room A","sourceUrl":"https://meeting-notes.example.com/123","topics":"product, planning"}

Any of:

Metadata used in Neo4J and Pinecone for a memory item

contextArray of Context (objects) or Context (null)(Context)

Context can be conversation history or any relevant context for a memory item

Example: [{"content":"Let's discuss the Q2 product roadmap","role":"user"},{"content":"I'll help you plan the roadmap. What are your key objectives?","role":"assistant"}]

Any of:

Context can be conversation history or any relevant context for a memory item

relationships_jsonArray of Relationships Json (objects) or Relationships Json (null)(Relationships Json)

Array of relationships that we can use in Graph DB (neo4J)

Example: [{"metadata":{"relevance":"high"},"related_item_id":"previous_memory_item_id","related_item_type":"TextMemoryItem","relation_type":"follows"}]

Any of:

Array of relationships that we can use in Graph DB (neo4J)

curl -i -X POST \
  'https://platform.papr.ai/_mock/apis/v1/memory?skip_background_processing=false' \
  -H 'Content-Type: application/json' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE' \
  -d '{
    "content": "Meeting notes from the product planning session",
    "context": [
      {
        "content": "Let'\''s discuss the Q2 product roadmap",
        "role": "user"
      },
      {
        "content": "I'\''ll help you plan the roadmap. What are your key objectives?",
        "role": "assistant"
      }
    ],
    "metadata": {
      "conversationId": "conv-123",
      "createdAt": "2024-03-21T10:00:00Z",
      "emoji_tags": "ðŸ“Š,ðŸ’¡,ðŸ“",
      "emotion_tags": "focused, productive",
      "external_user_id": "external_user_123",
      "external_user_read_access": [
        "external_user_123",
        "external_user_789"
      ],
      "external_user_write_access": [
        "external_user_123"
      ],
      "hierarchical_structures": "Business/Planning/Product",
      "location": "Conference Room A",
      "sourceUrl": "https://meeting-notes.example.com/123",
      "topics": "product, planning"
    },
    "relationships_json": [
      {
        "metadata": {
          "relevance": "high"
        },
        "related_item_id": "previous_memory_item_id",
        "related_item_type": "TextMemoryItem",
        "relation_type": "follows"
      }
    ],
    "type": "text"
  }'

Responses

Memory successfully added

Bodyapplication/json

codeinteger(Code)

HTTP status code

Default 200

statusstring(Status)

'success' or 'error'

Default "success"

dataArray of Data (objects) or Data (null)(Data)

List of memory items if successful

Any of:

List of memory items if successful

errorError (string) or Error (null)(Error)

Error message if failed

Any of:

Error message if failed

string(Error)

Error message if failed

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

Response

application/json

{
  "code": 200,
  "status": "success",
  "data": [
    { … }
  ]
}

Update Memory V1

Request

Update an existing memory item by ID.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Required Headers:

Content-Type: application/json
X-Client-Type: (e.g., 'papr_plugin', 'browser_extension')

The API validates content size against MAX_CONTENT_LENGTH environment variable (defaults to 15000 bytes).

Path

memory_idstring(Memory Id)required

Bodyapplication/jsonrequired

contentContent (string) or Content (null)(Content)

The new content of the memory item

Example: "Updated meeting notes from the product planning session"

Any of:

The new content of the memory item

string(Content)

The new content of the memory item

typeMemoryType (string) or null

Content type of the memory item

Example: "text"

Any of:

Content type of the memory item

string(MemoryType)

Content type of the memory item

Enum"text""code_snippet""document"

metadataMemoryMetadata (object) or null

Updated metadata for Neo4J and Pinecone

Example: {"emoji tags":"ðŸ“Š,ðŸ’¡,ðŸ“,âœ¨","emotion tags":"focused, productive, satisfied","hierarchical structures":"Business/Planning/Product/Updates","topics":"product, planning, updates"}

Any of:

Updated metadata for Neo4J and Pinecone

contextArray of Context (objects) or Context (null)(Context)

Updated context for the memory item

Example: [{"content":"Let's update the Q2 product roadmap","role":"user"},{"content":"I'll help you update the roadmap. What changes would you like to make?","role":"assistant"}]

Any of:

Updated context for the memory item

relationships_jsonArray of Relationships Json (objects) or Relationships Json (null)(Relationships Json)

Updated relationships for Graph DB (neo4J)

Example: [{"metadata":{"relevance":"high"},"related_item_id":"previous_memory_item_id","related_item_type":"TextMemoryItem","relation_type":"updates"}]

Any of:

Updated relationships for Graph DB (neo4J)

curl -i -X PUT \
  'https://platform.papr.ai/_mock/apis/v1/memory/{memory_id}' \
  -H 'Content-Type: application/json' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE' \
  -d '{
    "content": "Updated meeting notes from the product planning session",
    "context": [
      {
        "content": "Let'\''s update the Q2 product roadmap",
        "role": "user"
      },
      {
        "content": "I'\''ll help you update the roadmap. What changes would you like to make?",
        "role": "assistant"
      }
    ],
    "metadata": {
      "emoji tags": "ðŸ“Š,ðŸ’¡,ðŸ“,âœ¨",
      "emotion tags": "focused, productive, satisfied",
      "hierarchical structures": "Business/Planning/Product/Updates",
      "topics": "product, planning, updates"
    },
    "relationships_json": [
      {
        "metadata": {
          "relevance": "high"
        },
        "related_item_id": "previous_memory_item_id",
        "related_item_type": "TextMemoryItem",
        "relation_type": "updates"
      }
    ],
    "type": "text"
  }'

Responses

Memory successfully updated

Bodyapplication/json

codeinteger(Code)

HTTP status code

Default 200

statusstring(Status)

'success' or 'error'

Default "success"

memory_itemsArray of Memory Items (objects) or Memory Items (null)(Memory Items)

List of updated memory items if successful

Any of:

List of updated memory items if successful

errorError (string) or Error (null)(Error)

Error message if failed

Any of:

Error message if failed

string(Error)

Error message if failed

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

messageMessage (string) or Message (null)(Message)

Status message

Any of:

Status message

string(Message)

Status message

status_objSystemUpdateStatus (object) or null

System update status (pinecone, neo4j, parse)

Any of:

System update status (pinecone, neo4j, parse)

Response

application/json

{
  "code": 200,
  "status": "success",
  "memory_items": [
    { … }
  ],
  "error": "string",
  "details": {},
  "message": "string",
  "status_obj": {
    "pinecone": false,
    "neo4j": false,
    "parse": false
  }
}

Delete Memory V1

Request

Delete a memory item by ID.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Required Headers:

X-Client-Type: (e.g., 'papr_plugin', 'browser_extension')

Path

memory_idstring(Memory Id)required

Query

skip_parseboolean(Skip Parse)

Skip Parse Server deletion

Default false

curl -i -X DELETE \
  'https://platform.papr.ai/_mock/apis/v1/memory/{memory_id}?skip_parse=false' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE'

Responses

Memory successfully deleted

Bodyapplication/json

codeinteger(Code)

HTTP status code

Default 200

statusstring(Status)

'success' or 'error'

Default "success"

messageMessage (string) or Message (null)(Message)

Any of:

string(Message)

errorError (string) or Error (null)(Error)

Any of:

string(Error)

memoryIdstring(Memoryid)

Default ""

objectIdstring(Objectid)

Default ""

deletion_statusDeletionStatus (object) or null

Any of:

detailsDetails (any) or Details (null)(Details)

Any of:

any(Details)

Response

application/json

{
  "code": 200,
  "status": "success",
  "message": "string",
  "error": "string",
  "memoryId": "",
  "objectId": "",
  "deletion_status": {
    "pinecone": false,
    "neo4j": false,
    "parse": false
  },
  "details": {}
}

Get Memory V1

Request

Retrieve a memory item by ID.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Required Headers:

X-Client-Type: (e.g., 'papr_plugin', 'browser_extension')

Path

memory_idstring(Memory Id)required

curl -i -X GET \
  'https://platform.papr.ai/_mock/apis/v1/memory/{memory_id}' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE'

Responses

Memory successfully retrieved

Bodyapplication/json

codeinteger(Code)

HTTP status code

Default 200

Example: 200

statusstring(Status)

'success' or 'error'

Default "success"

Example: "success"

dataSearchResult (object) or null

Search results if successful

Example: {"memories":[],"nodes":[]}

Any of:

Search results if successful

errorError (string) or Error (null)(Error)

Error message if failed

Any of:

Error message if failed

string(Error)

Error message if failed

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

Response

application/json

{
  "code": 200,
  "data": {
    "memories": [],
    "nodes": []
  },
  "status": "success"
}

Add Memory Batch V1

Request

Add multiple memory items in a batch with size validation and background processing.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Required Headers:

Content-Type: application/json
X-Client-Type: (e.g., 'papr_plugin', 'browser_extension')

The API validates individual memory content size against MAX_CONTENT_LENGTH environment variable (defaults to 15000 bytes).

Query

skip_background_processingboolean(Skip Background Processing)

If True, skips adding background tasks for processing

Default false

Bodyapplication/jsonrequired

user_idUser Id (string) or User Id (null)(User Id)

Internal user ID for all memories in the batch. If not provided, developer's user ID will be used.

Example: "internal_user_id_12345"

Any of:

Internal user ID for all memories in the batch. If not provided, developer's user ID will be used.

string(User Id)

Internal user ID for all memories in the batch. If not provided, developer's user ID will be used.

external_user_idExternal User Id (string) or External User Id (null)(External User Id)

External user ID for all memories in the batch. If provided and user_id is not, will be resolved to internal user ID.

Example: "external_user_abcde"

Any of:

External user ID for all memories in the batch. If provided and user_id is not, will be resolved to internal user ID.

string(External User Id)

External user ID for all memories in the batch. If provided and user_id is not, will be resolved to internal user ID.

memoriesArray of objects(Memories)[ 1 .. 50 ] itemsrequired

List of memory items to add in batch

Example: [{"content":"Meeting notes from the product planning session","metadata":{"createdAt":"2024-03-21T10:00:00Z","emoji tags":"ðŸ“Š,ðŸ’¡,ðŸ“","emotion tags":"focused, productive","hierarchical structures":"Business/Planning/Product","topics":"product, planning"},"type":"text"},{"content":"Follow-up tasks from the planning meeting","metadata":{"createdAt":"2024-03-21T11:00:00Z","emoji tags":"âœ…,ðŸ“‹","emotion tags":"organized","hierarchical structures":"Business/Tasks/Planning","topics":"tasks, planning"},"type":"text"}]

memories[].contentstring(Content)required

The content of the memory item you want to add to memory

Example: "Meeting notes from the product planning session"

memories[].typestring(MemoryType)required

Valid memory types

Enum"text""code_snippet""document"

Example: "text"

memories[].metadataMemoryMetadata (object) or null

Metadata used in Neo4J and Pinecone for a memory item

Any of:

Metadata used in Neo4J and Pinecone for a memory item

memories[].contextArray of Context (objects) or Context (null)(Context)

Context can be conversation history or any relevant context for a memory item

Example: [{"content":"Let's discuss the Q2 product roadmap","role":"user"},{"content":"I'll help you plan the roadmap. What are your key objectives?","role":"assistant"}]

Any of:

Context can be conversation history or any relevant context for a memory item

memories[].relationships_jsonArray of Relationships Json (objects) or Relationships Json (null)(Relationships Json)

Array of relationships that we can use in Graph DB (neo4J)

Example: [{"metadata":{"relevance":"high"},"related_item_id":"previous_memory_item_id","related_item_type":"TextMemoryItem","relation_type":"follows"}]

Any of:

Array of relationships that we can use in Graph DB (neo4J)

batch_sizeBatch Size (integer) or Batch Size (null)(Batch Size)

Number of items to process in parallel

Default 10

Example: 10

Any of:

Number of items to process in parallel

[ 1 .. 50 ]

integer(Batch Size)[ 1 .. 50 ]

Number of items to process in parallel

Default 10

curl -i -X POST \
  'https://platform.papr.ai/_mock/apis/v1/memory/batch?skip_background_processing=false' \
  -H 'Content-Type: application/json' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE' \
  -d '{
    "batch_size": 10,
    "external_user_id": "external_user_abcde",
    "memories": [
      {
        "content": "Meeting notes from the product planning session",
        "metadata": {
          "createdAt": "2024-03-21T10:00:00Z",
          "emoji tags": "ðŸ“Š,ðŸ’¡,ðŸ“",
          "emotion tags": "focused, productive",
          "hierarchical structures": "Business/Planning/Product",
          "topics": "product, planning"
        },
        "type": "text"
      },
      {
        "content": "Follow-up tasks from the planning meeting",
        "metadata": {
          "createdAt": "2024-03-21T11:00:00Z",
          "emoji tags": "âœ…,ðŸ“‹",
          "emotion tags": "organized",
          "hierarchical structures": "Business/Tasks/Planning",
          "topics": "tasks, planning"
        },
        "type": "text"
      }
    ],
    "user_id": "internal_user_id_12345"
  }'

Responses

Memories successfully added

Bodyapplication/json

codeinteger(Code)

HTTP status code for the batch operation

Default 200

statusstring(Status)

'success', 'partial', or 'error'

Default "success"

messageMessage (string) or Message (null)(Message)

Human-readable status message

Any of:

Human-readable status message

string(Message)

Human-readable status message

errorError (string) or Error (null)(Error)

Batch-level error message, if any

Any of:

Batch-level error message, if any

string(Error)

Batch-level error message, if any

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

successfulArray of objects(Successful)

List of successful add responses

errorsArray of objects(Errors)

List of errors for failed items

total_processedinteger(Total Processed)

Default 0

total_successfulinteger(Total Successful)

Default 0

total_failedinteger(Total Failed)

Default 0

total_content_sizeinteger(Total Content Size)

Default 0

total_storage_sizeinteger(Total Storage Size)

Default 0

Response

application/json

{
  "code": 200,
  "status": "success",
  "message": "string",
  "error": "string",
  "details": {},
  "successful": [
    { … }
  ],
  "errors": [
    { … }
  ],
  "total_processed": 0,
  "total_successful": 0,
  "total_failed": 0,
  "total_content_size": 0,
  "total_storage_size": 0
}

Search V1

Request

Search through memories with authentication required.

Authentication Required: One of the following authentication methods must be used:

Bearer token in Authorization header
API Key in X-API-Key header
Session token in X-Session-Token header

Recommended Headers:

Accept-Encoding: gzip

The API supports response compression for improved performance. Responses larger than 1KB will be automatically compressed when this header is present.

User Resolution Precedence:

If both user_id and external_user_id are provided, user_id takes precedence.
If only external_user_id is provided, it will be resolved to the internal user.
If neither is provided, the authenticated user is used.

Query

max_memoriesinteger(Max Memories)[ 1 .. 50 ]

Maximum number of memories to return

Default 20

max_nodesinteger(Max Nodes)[ 1 .. 50 ]

Maximum number of neo nodes to return

Default 15

Headers

Accept-Encodingstring

Recommended to use 'gzip' for response compression

Default gzip

Bodyapplication/jsonrequired

querystring(Query)required

Detailed search query describing what you're looking for. For best results, write 2-3 sentences that include specific details, context, and time frame. For example: 'Find recurring customer complaints about API performance from the last month. Focus on issues where customers specifically mentioned timeout errors or slow response times in their conversations.'

Example: "Find recurring customer complaints about API performance from the last month. Focus on issues that multiple customers have mentioned and any specific feature requests or workflow improvements they've suggested."

rank_resultsboolean(Rank Results)

Whether to enable additional ranking of search results. Default is false because results are already ranked when using an LLM for search (recommended approach). Only enable this if you're not using an LLM in your search pipeline and need additional result ranking.

Default false

Example: true

enable_agentic_graphboolean(Enable Agentic Graph)

Whether to enable agentic graph search. Default is false (graph search is skipped). Set to true to use agentic graph search.

Default false

user_idUser Id (string) or User Id (null)(User Id)

Optional internal user ID to filter search results by a specific user. If not provided, results are not filtered by user. If both user_id and external_user_id are provided, user_id takes precedence.

Example: "user123"

Any of:

Optional internal user ID to filter search results by a specific user. If not provided, results are not filtered by user. If both user_id and external_user_id are provided, user_id takes precedence.

string(User Id)

Optional internal user ID to filter search results by a specific user. If not provided, results are not filtered by user. If both user_id and external_user_id are provided, user_id takes precedence.

external_user_idExternal User Id (string) or External User Id (null)(External User Id)

Optional external user ID to filter search results by a specific external user. If both user_id and external_user_id are provided, user_id takes precedence.

Example: "external_abc"

Any of:

Optional external user ID to filter search results by a specific external user. If both user_id and external_user_id are provided, user_id takes precedence.

string(External User Id)

Optional external user ID to filter search results by a specific external user. If both user_id and external_user_id are provided, user_id takes precedence.

metadataMemoryMetadata (object) or null

Optional metadata filter. Any field in MemoryMetadata (including custom fields) can be used for filtering.

Example: {"customMetadata":{"priority":"high"},"location":"US","topics":"API performance"}

Any of:

Optional metadata filter. Any field in MemoryMetadata (including custom fields) can be used for filtering.

curl -i -X POST \
  'https://platform.papr.ai/_mock/apis/v1/memory/search?max_memories=20&max_nodes=15' \
  -H 'Accept-Encoding: gzip' \
  -H 'Content-Type: application/json' \
  -H 'X-Session-Token: YOUR_API_KEY_HERE' \
  -d '{
    "enable_agentic_graph": false,
    "external_user_id": "external_abc",
    "metadata": {
      "customMetadata": {
        "priority": "high"
      },
      "location": "US",
      "topics": "API performance"
    },
    "query": "Find recurring customer complaints about API performance from the last month. Focus on issues that multiple customers have mentioned and any specific feature requests or workflow improvements they'\''ve suggested.",
    "rank_results": true,
    "user_id": "user123"
  }'

Responses

Successfully retrieved memories

Bodyapplication/json

codeinteger(Code)

HTTP status code

Default 200

Example: 200

statusstring(Status)

'success' or 'error'

Default "success"

Example: "success"

dataSearchResult (object) or null

Search results if successful

Example: {"memories":[],"nodes":[]}

Any of:

Search results if successful

errorError (string) or Error (null)(Error)

Error message if failed

Any of:

Error message if failed

string(Error)

Error message if failed

detailsDetails (any) or Details (null)(Details)

Additional error details or context

Any of:

Additional error details or context

any(Details)

Additional error details or context

Response

application/json

{
  "code": 200,
  "data": {
    "memories": [],
    "nodes": []
  },
  "status": "success"
}

User

Operations

Memory

Operations

Papr Memory API (1.0.0)

Authentication

v1

Create User

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List Users

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Get User

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Update User

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Delete User

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Create User Batch

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Add Memory V1

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Update Memory V1

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Delete Memory V1

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Get Memory V1

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Add Memory Batch V1

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Search V1

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User

Memory

Request

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