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POST
/
agents
/
chat
/
request
Agent chat request
curl --request POST \
  --url https://api.pawa-ai.com/v1/agents/chat/request \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '{
  "name": "TutorAI",
  "description": "TutorAI is an AI agent designed to assist students with their studies.",
  "instruction": "Teaching students on subjects ranging from form 0ne to form 4. Follow questions properly and do not answer any other questions apart from what you have been tasked to",
  "intents": [
    "Be gentle",
    "Be detailed"
  ],
  "model": "pawa-v1-blaze-20250318",
  "message": {
    "role": "user",
    "content": [
      {
        "type": "text",
        "text": "What is the current president of Tanzania?"
      },
      {
        "type": "image_url",
        "image_url": {
          "url": "https://example.com/image.png"
        }
      }
    ]
  },
  "agents": [
    2,
    3,
    4
  ],
  "memoryChat": [
    {
      "role": "user",
      "content": [
        {
          "type": "text",
          "text": "Habari yako?"
        }
      ]
    },
    {
      "role": "assistant",
      "content": [
        {
          "type": "text",
          "text": "Nzuri sana, asante. Wewe je?"
        }
      ]
    }
  ],
  "temperature": 0.1,
  "top_p": 0.95,
  "max_tokens": 4096,
  "frequency_penalty": 0.3,
  "presence_penalty": 0.3,
  "seed": 2024,
  "stream": false,
  "response_format": {
    "type": "json_schema",
    "json_schema": {
      "name": "foo",
      "strict": true,
      "schema": {
        "type": "object",
        "properties": {
          "answer": {
            "type": "string",
            "pattern": "^\\d+$"
          }
        },
        "required": [
          "answer"
        ],
        "additionalProperties": false
      }
    }
  }
}'
{
  "success": true,
  "message": "Chat request processed successfully",
  "data": {
    "request": [
      {
        "finish_reason": "stop",
        "message": {
          "role": "assistant",
          "content": "Mimi ni pawa..."
        },
        "matched_stop": 106
      }
    ],
    "created": 1753304351,
    "model": "pawa-v1-blaze-20250318",
    "object": "chat.request"
  }
}

Authorizations

​
Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Body

application/json
​
name
string
required

The name of the agent

Example:

"TutorAI"

​
description
string
required

The description about the agent

Example:

"TutorAI is an AI agent designed to assist students with their studies."

​
instruction
string
required

What should the agent do

Example:

"Teaching students on subjects ranging from form 0ne to form 4. Follow questions properly and do not answer any other questions apart from what you have been tasked to"

​
intents
any[]
required

The list of intents, how the model should behave?

Example:
["Be gentle", "Be detailed"]
​
model
string
default:pawa-v1-blaze-20250318
required

The name of the model to use.

​
message
object
required

Messages to send to the model

Example:
{
  "role": "user",
  "content": [
    {
      "type": "text",
      "text": "What is the current president of Tanzania?"
    },
    {
      "type": "image_url",
      "image_url": { "url": "https://example.com/image.png" }
    }
  ]
}
​
temperature
number
default:0.1
required

Sampling temperature

​
top_p
number
default:0.95
required

Nucleus sampling (top-p)

​
max_tokens
number
default:4096
required

Maximum number of tokens in the response

​
frequency_penalty
number
default:0.3
required

Penalty for repeated tokens

​
presence_penalty
number
default:0.3
required

Penalty for new topic tokens

​
seed
number
default:2024
required

Random seed for reproducibility

​
stream
boolean
default:false
required

Whether to stream the response

​
agents
number[]

The list of agent IDs the main agent should use to respond

Example:
[2, 3, 4]
​
memoryChat
object[]

Previous messages in the conversation (as a JSON string)

Example:
[
  {
    "role": "user",
    "content": [{ "type": "text", "text": "Habari yako?" }]
  },
  {
    "role": "assistant",
    "content": [
      {
        "type": "text",
        "text": "Nzuri sana, asante. Wewe je?"
      }
    ]
  }
]
​
response_format
object

Optional response format specification

Example:
{
  "type": "json_schema",
  "json_schema": {
    "name": "foo",
    "strict": true,
    "schema": {
      "type": "object",
      "properties": {
        "answer": { "type": "string", "pattern": "^\\d+$" }
      },
      "required": ["answer"],
      "additionalProperties": false
    }
  }
}

Response

Agent chat request processed successfully

​
success
boolean
required
Example:

true

​
message
string
required
Example:

"Chat request processed successfully"

​
data
object
required
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