Northbound RESTful API — Conversation and Chat

Nexent platform provides a Northbound RESTful API, allowing external business systems to deeply integrate with the platform via HTTP protocol. This document focuses on conversation and chat related interfaces, helping you embed Agent capabilities into enterprise business systems for workflow automation.

Overview

The conversation and chat API provides complete conversation lifecycle management capabilities:

Capability	Description
Start conversation	Initiate conversation with specified Agent, supports streaming response and attachment upload
Session management	List conversations, query history, generate and update titles
Stop conversation	Interrupt ongoing streaming response

For other capabilities (such as API Key management, Agent discovery, knowledge base management, A2A protocol, etc.), see subsequent chapters or API Overview.

Authentication

All conversation and chat APIs require authentication using Bearer Token (API Key) mechanism.

Getting API Key

Log in to Nexent platform
Navigate to "Personal Info" page
Click "Generate API Key"
Copy the generated Access Key

Using API Key

Carry the Authorization field in the request header:

http

Authorization: Bearer {access_key}

Example Request

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/chat/run" \
  -H "Authorization: Bearer your-access-key-here" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_name": "general-assistant",
    "query": "Hello, please introduce yourself"
  }'

Response Format

Success response:

json

{
  "message": "success",
  "requestId": "req-uuid-here",
  "data": { ... }
}

Error response:

json

{
  "detail": "Error description"
}

API List

API	Method	Description
`/nb/v1/chat/attachments/upload`	POST	Upload conversation attachments
`/nb/v1/chat/run`	POST	Start conversation (streaming response)
`/nb/v1/chat/stop/{conversation_id}`	GET	Stop conversation
`/nb/v1/conversations`	GET	List all conversations for current user
`/nb/v1/conversations/{conversation_id}`	GET	Get conversation history
`/nb/v1/generate_title`	POST	Generate conversation title
`/nb/v1/conversations/{conversation_id}/title`	PUT	Update conversation title

Start Conversation

Start a conversation with an Agent, return streaming response (SSE).

http

POST /nb/v1/chat/run

Request Body

Parameter	Type	Required	Description
`agent_name`	string	Yes	Target Agent name
`query`	string	Yes	User input content
`conversation_id`	integer	No	Existing conversation ID; if not provided, create new conversation
`attachments`	array	No	Attachment list (S3 URLs or attachment metadata objects)
`model_id`	integer	No	Model ID (overrides Agent default model)
`metadata`	object	No	Runtime metadata (visible to Agent)
`meta_data`	object	No	Audit metadata (recorded only, not exposed to Agent)
`tool_params`	object	No	Tool parameter overrides

Request Headers

Header	Required	Description
`Authorization`	Yes	`Bearer {access_key}`
`Content-Type`	Yes	`application/json`
`Idempotency-Key`	No	Idempotency key for preventing duplicate submissions

Request Examples

Basic conversation request:

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/chat/run" \
  -H "Authorization: Bearer your-access-key-here" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_name": "general-assistant",
    "query": "Please help me analyze this sales data"
  }'

Conversation request with attachments:

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/chat/run" \
  -H "Authorization: Bearer your-access-key-here" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_name": "data-analyst",
    "query": "Please analyze this sales report",
    "attachments": ["s3://nexent/attachments/user123/20260609_report.pdf"],
    "metadata": {"project_id": "P001", "manager": "Alice"},
    "meta_data": {"source": "crm", "ticket_id": "INC-1001"}
  }'

Request with tool parameter overrides:

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/chat/run" \
  -H "Authorization: Bearer your-access-key-here" \
  -H "Content-Type: application/json" \
  -d '{
    "agent_name": "common_sense_qa_assistant",
    "query": "Summarize this document",
    "attachments": ["s3://nexent/attachments/user123/doc.pdf"],
    "tool_params": {
      "agents": {
        "common_sense_qa_assistant": {
          "tools": {
            "analyze_text_file": {
              "chunk_size": 4000,
              "summary_only": true,
              "prompt": "Please provide a concise summary focusing on key points"
            },
            "knowledge_base_search": {
              "top_k": 10,
              "rerank": true,
              "rerank_model_name": "gte-rerank-v2",
              "index_names": ["nexent-docs", "faq-index"]
            }
          }
        }
      }
    }
  }'

tool_params Structure

tool_params is used to override tool default parameters in a single request:

json

{
  "agents": {
    "<agent_name>": {
      "tools": {
        "<tool_name>": {
          "<param_name>": "<param_value>"
        }
      }
    }
  }
}

Parameter merge rules:

Priority: Request parameters > Database persisted parameters
Tool matching: Match by tool.name first, then by tool.class_name
Unknown parameters: Passing unknown parameter names returns 400 ValidationError
Metadata fields: Fields like vdb_core, embedding_model are automatically recalculated based on merged parameters

Streaming Response

The API returns Server-Sent Events (SSE) stream, returning Agent responses in chunks:

text

data: {"type":"text","content":"Analyzing data"}

data: {"type":"text","content":", please wait..."}

data: {"type":"done","conversation_id":123,"content":"Analysis complete"}

Upload Conversation Attachments

Before calling /nb/v1/chat/run, upload attachments to get URLs that can be referenced in requests.

http

POST /nb/v1/chat/attachments/upload
Content-Type: multipart/form-data

Form Fields

Field	Type	Required	Description
`files`	file	Yes	Files to upload (multiple supported)

Request Example

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/chat/attachments/upload" \
  -H "Authorization: Bearer your-access-key-here" \
  -F "files=@report.pdf" \
  -F "files=@diagram.png"

Response Example

json

{
  "files": [
    {
      "filename": "report.pdf",
      "s3_url": "s3://nexent/attachments/user123/report.pdf",
      "size": 1024000
    },
    {
      "filename": "diagram.png",
      "s3_url": "s3://nexent/attachments/user123/diagram.png",
      "size": 524288
    }
  ]
}

Use the returned s3_url as the value of the attachments field in the /nb/v1/chat/run API.

Stop Conversation

Terminate an ongoing conversation (streaming response).

http

GET /nb/v1/chat/stop/{conversation_id}

Path Parameters

Parameter	Type	Description
`conversation_id`	integer	Conversation ID

Query Parameters

Parameter	Type	Required	Description
`meta_data`	string	No	Metadata (JSON string)

Request Example

bash

curl -X GET "https://your-nexent-domain.com/nb/v1/chat/stop/123" \
  -H "Authorization: Bearer your-access-key-here"

Get Conversation History

Get all message history for a specified conversation.

http

GET /nb/v1/conversations/{conversation_id}

Path Parameters

Parameter	Type	Description
`conversation_id`	integer	Conversation ID

Response Example

json

{
  "conversation_id": 123,
  "title": "Sales Data Analysis",
  "messages": [
    {
      "role": "user",
      "content": "Please analyze this month's sales data",
      "timestamp": "2026-08-30T10:00:00Z"
    },
    {
      "role": "assistant",
      "content": "Based on your sales data, this month's sales increased 15% compared to last month...",
      "timestamp": "2026-08-30T10:00:05Z"
    }
  ]
}

List Conversations

Get all conversation lists for the current user.

http

GET /nb/v1/conversations

Response Example

json

{
  "conversations": [
    {
      "conversation_id": 123,
      "title": "Sales Data Analysis",
      "create_time": "2026-08-30T10:00:00Z",
      "update_time": "2026-08-30T10:30:00Z"
    },
    {
      "conversation_id": 124,
      "title": "Customer Profile Analysis",
      "create_time": "2026-08-30T14:00:00Z",
      "update_time": "2026-08-30T14:20:00Z"
    }
  ]
}

Generate Conversation Title

Automatically generate a title based on the conversation's initial question and persist it.

http

POST /nb/v1/generate_title

Request Body

Parameter	Type	Required	Description
`conversation_id`	integer	Yes	Conversation ID
`question`	string	Yes	Initial question (used to generate title)

Request Example

bash

curl -X POST "https://your-nexent-domain.com/nb/v1/generate_title" \
  -H "Authorization: Bearer your-access-key-here" \
  -H "Content-Type: application/json" \
  -d '{
    "conversation_id": 123,
    "question": "Please help me analyze this quarter's sales performance by region and point out the top three regions"
  }'

Response Example

json

{
  "title": "Q3 Regional Sales Performance Analysis"
}

Update Conversation Title

Manually update the conversation title.

http

PUT /nb/v1/conversations/{conversation_id}/title

Path Parameters

Parameter	Type	Description
`conversation_id`	integer	Conversation ID

Query Parameters

Parameter	Type	Required	Description
`title`	string	Yes	New title
`meta_data`	string	No	Metadata (JSON string)

Request Headers

Header	Description
`Idempotency-Key`	Idempotency key (optional) for preventing duplicate submissions

Request Example

bash

curl -X PUT "https://your-nexent-domain.com/nb/v1/conversations/123/title?title=Q3 Sales Analysis" \
  -H "Authorization: Bearer your-access-key-here"

Error Codes

HTTP Status Code	Description
`200 OK`	Request successful
`400 Bad Request`	Request parameter error (e.g., unknown tool parameter)
`401 Unauthorized`	Authentication failed or missing API Key
`403 Forbidden`	No permission to access the conversation or resource
`404 Not Found`	Conversation does not exist
`429 Too Many Requests`	Request rate limit exceeded
`500 Internal Server Error`	Server internal error
`502 Bad Gateway`	Upstream service unavailable
`504 Gateway Timeout`	Upstream service timeout

Complete Usage Examples

Python Example: Conversation with Attachments

python

import requests

BASE_URL = "https://your-nexent-domain.com"
API_KEY = "your-access-key-here"

headers = {
    "Authorization": f"Bearer {API_KEY}",
    "Content-Type": "application/json"
}

# 1. Upload attachments
upload_response = requests.post(
    f"{BASE_URL}/nb/v1/chat/attachments/upload",
    headers={"Authorization": f"Bearer {API_KEY}"},
    files={"files": open("sales-data.csv", "rb")}
)
upload_data = upload_response.json()
s3_url = upload_data["files"][0]["s3_url"]

# 2. Start conversation (streaming response)
with requests.post(
    f"{BASE_URL}/nb/v1/chat/run",
    headers=headers,
    json={
        "agent_name": "data-analyst",
        "query": "Analyze this sales data and find key trends",
        "attachments": [s3_url],
        "metadata": {"project_id": "Q3-REPORT"},
        "meta_data": {"source": "etl-pipeline", "batch_id": "B001"}
    },
    stream=True
) as response:
    for line in response.iter_lines():
        if line:
            print(line.decode("utf-8"))

# 3. Query conversation history
history_response = requests.get(
    f"{BASE_URL}/nb/v1/conversations/123",
    headers=headers
)
print(history_response.json())

JavaScript Example: Initiate Streaming Conversation

javascript

const BASE_URL = "https://your-nexent-domain.com";
const API_KEY = "your-access-key-here";

async function streamChat() {
  const response = await fetch(`${BASE_URL}/nb/v1/chat/run`, {
    method: "POST",
    headers: {
      "Authorization": `Bearer ${API_KEY}`,
      "Content-Type": "application/json"
    },
    body: JSON.stringify({
      agent_name: "general-assistant",
      query: "Please help me write a poem about autumn",
      conversation_id: 123  // Optional, creates new conversation if not provided
    })
  });

  const reader = response.body.getReader();
  const decoder = new TextDecoder();

  while (true) {
    const { done, value } = await reader.read();
    if (done) break;
    console.log(decoder.decode(value));
  }
}

streamChat();

FAQ

Q: How to get API Key?

On the Nexent platform's "Personal Info" page, click "Generate API Key" to get it.

Q: Does the conversation API support streaming output?

Yes, POST /nb/v1/chat/run returns SSE (Server-Sent Events) streaming response, allowing real-time reception of Agent's partial outputs.

Q: How to stop an ongoing conversation?

Call GET /nb/v1/chat/stop/{conversation_id} to terminate the conversation.

Q: What happens with unknown parameters in tool_params?

If a parameter name not supported by the tool is passed in tool_params, it returns 400 Bad Request error, prompting parameter validation failure.

Q: Must attachments be uploaded first?

Yes, attachments need to be uploaded first via /nb/v1/chat/attachments/upload to get s3_url, which is then passed to the conversation API via the attachments field.

Q: How to access in local development environment?

Deployment Method	Path Prefix
Docker deployment	Replace with `http://localhost:5013/nb/v1`
Kubernetes deployment	Replace with `http://localhost:30013/nb/v1`
Production	Replace with actual server domain name or public IP

Q: How to upload multiple attachments?

In multipart/form-data requests, use multiple fields with the same name files to upload multiple files.

Q: How long are conversation histories retained?

Conversation histories are retained by default indefinitely unless users actively delete them or the tenant has configured an expiration policy.

API Overview — Complete northbound API capability map
Agent Export — Agent configuration export and publish
A2A Protocol Endpoints — Agent-to-Agent communication standard

Agent Configuration

Local Tools

Agent Evaluation

Northbound RESTful API — Conversation and Chat ​

Overview ​

Authentication ​

Getting API Key ​

Using API Key ​

Example Request ​

Response Format ​

API List ​

Start Conversation ​

Request Body ​

Request Headers ​

Request Examples ​

tool_params Structure ​

Streaming Response ​

Upload Conversation Attachments ​

Form Fields ​

Request Example ​

Response Example ​

Stop Conversation ​

Path Parameters ​

Query Parameters ​

Request Example ​

Get Conversation History ​

Path Parameters ​

Response Example ​

List Conversations ​

Response Example ​

Generate Conversation Title ​

Request Body ​

Request Example ​

Response Example ​

Update Conversation Title ​

Path Parameters ​

Query Parameters ​

Request Headers ​

Request Example ​

Error Codes ​

Complete Usage Examples ​

Python Example: Conversation with Attachments ​

JavaScript Example: Initiate Streaming Conversation ​

FAQ ​

Q: How to get API Key? ​

Q: Does the conversation API support streaming output? ​

Q: How to stop an ongoing conversation? ​

Q: What happens with unknown parameters in tool_params? ​

Q: Must attachments be uploaded first? ​

Q: How to access in local development environment? ​

Q: How to upload multiple attachments? ​

Q: How long are conversation histories retained? ​

Related Resources ​

Northbound RESTful API — Conversation and Chat

Overview

Authentication

Getting API Key

Using API Key

Example Request

Response Format

API List

Start Conversation

Request Body

Request Headers

Request Examples

tool_params Structure

Streaming Response

Upload Conversation Attachments

Form Fields

Request Example

Response Example

Stop Conversation

Path Parameters

Query Parameters

Request Example

Get Conversation History

Path Parameters

Response Example

List Conversations

Response Example

Generate Conversation Title

Request Body

Request Example

Response Example

Update Conversation Title

Path Parameters

Query Parameters

Request Headers

Request Example

Error Codes

Complete Usage Examples

Python Example: Conversation with Attachments

JavaScript Example: Initiate Streaming Conversation

FAQ

Q: How to get API Key?

Q: Does the conversation API support streaming output?

Q: How to stop an ongoing conversation?

Q: What happens with unknown parameters in tool_params?

Q: Must attachments be uploaded first?

Q: How to access in local development environment?

Q: How to upload multiple attachments?

Q: How long are conversation histories retained?

Related Resources