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DigitalOcean-public.v2-new_GradientAI Platform

Create an Agent

To create a new agent, send a POST request to /v2/gen-ai/agents. The response body contains a JSON object with the newly created agent object.

post/v2/gen-ai/agents

Request body

anthropic_key_uuidstring

Optional Anthropic API key ID to use with Anthropic models

descriptionstring

A text description of the agent, not used in inference

instructionstring

Agent instruction. Instructions help your agent to perform its job effectively. See Write Effective Agent Instructions for best practices.

knowledge_base_uuidstring[]

Ids of the knowledge base(s) to attach to the agent

model_uuidstring

Identifier for the foundation model.

namestring

Agent name

open_ai_key_uuidstring

Optional OpenAI API key ID to use with OpenAI models

project_idstring

The id of the DigitalOcean project this agent will belong to

regionstring

The DigitalOcean region to deploy your agent in

tagsstring[]

Agent tag to organize related resources

Example request

{
  "anthropic_key_uuid": "\"12345678-1234-1234-1234-123456789012\"",
  "description": "\"My Agent Description\"",
  "instruction": "\"You are an agent who thinks deeply about the world\"",
  "knowledge_base_uuid": [
    "example string"
  ],
  "model_uuid": "\"12345678-1234-1234-1234-123456789012\"",
  "name": "\"My Agent\"",
  "open_ai_key_uuid": "\"12345678-1234-1234-1234-123456789012\"",
  "project_id": "\"12345678-1234-1234-1234-123456789012\"",
  "region": "\"tor1\"",
  "tags": [
    "example string"
  ]
}

Response

A successful response.

Example response

{
  "agent": {
    "anthropic_api_key": {
      "created_at": "2023-01-01T00:00:00Z",
      "created_by": "12345",
      "deleted_at": "2023-01-01T00:00:00Z",
      "name": "example name",
      "updated_at": "2023-01-01T00:00:00Z",
      "uuid": "123e4567-e89b-12d3-a456-426614174000"
    },
    "api_key_infos": [
      {
        "created_at": "2023-01-01T00:00:00Z",
        "created_by": "12345",
        "deleted_at": "2023-01-01T00:00:00Z",
        "name": "example name",
        "secret_key": "example string",
        "uuid": "123e4567-e89b-12d3-a456-426614174000"
      }
    ],
    "api_keys": [
      {
        "api_key": "example string"
      }
    ],
    "chatbot": {
      "button_background_color": "example string",
      "logo": "example string",
      "name": "example name",
      "primary_color": "example string",
      "secondary_color": "example string",
      "starting_message": "example string"
    },
    "chatbot_identifiers": [
      {
        "agent_chatbot_identifier": "123e4567-e89b-12d3-a456-426614174000"
      }
    ],
    "conversation_logs_enabled": true,
    "created_at": "2023-01-01T00:00:00Z",
    "deployment": {
      "created_at": "2023-01-01T00:00:00Z",
      "name": "example name",
      "status": "STATUS_UNKNOWN",
      "updated_at": "2023-01-01T00:00:00Z",
      "url": "example string",
      "uuid": "123e4567-e89b-12d3-a456-426614174000",
      "visibility": "VISIBILITY_UNKNOWN"
    },
    "description": "example string",
    "functions": [
      {
        "api_key": "example string",
        "created_at": "2023-01-01T00:00:00Z",
        "created_by": "12345",
        "description": "example string",
        "faas_name": "example name",
        "faas_namespace": "example name",
        "name": "example name",
        "updated_at": "2023-01-01T00:00:00Z",
        "url": "example string",
        "uuid": "123e4567-e89b-12d3-a456-426614174000"
      }
    ],
    "guardrails": [
      {
        "agent_uuid": "123e4567-e89b-12d3-a456-426614174000",
        "created_at": "2023-01-01T00:00:00Z",
        "default_response": "example string",
        "description": "example string",
        "guardrail_uuid": "123e4567-e89b-12d3-a456-426614174000",
        "is_attached": true,
        "is_default": true,
        "name": "example name",
        "priority": 123,
        "type": "GUARDRAIL_TYPE_UNKNOWN",
        "updated_at": "2023-01-01T00:00:00Z",
        "uuid": "123e4567-e89b-12d3-a456-426614174000"
      }
    ],
    "if_case": "example string",
    "instruction": "example string",
    "k": 123,
    "knowledge_bases": [
      {
        "added_to_agent_at": "2023-01-01T00:00:00Z",
        "created_at": "2023-01-01T00:00:00Z",
        "database_id": "123e4567-e89b-12d3-a456-426614174000",
        "embedding_model_uuid": "123e4567-e89b-12d3-a456-426614174000",
        "is_public": true,
        "last_indexing_job": {
          "completed_datasources": 123,
          "created_at": "2023-01-01T00:00:00Z",
          "data_source_uuids": [
            "example string"
          ],
          "finished_at": "2023-01-01T00:00:00Z",
          "knowledge_base_uuid": "123e4567-e89b-12d3-a456-426614174000",
          "phase": "BATCH_JOB_PHASE_UNKNOWN",
          "started_at": "2023-01-01T00:00:00Z",
          "status": "INDEX_JOB_STATUS_UNKNOWN",
          "tokens": 123,
          "total_datasources": 123,
          "total_items_failed": "12345",
          "total_items_indexed": "12345",
          "total_items_skipped": "12345",
          "updated_at": "2023-01-01T00:00:00Z",
          "uuid": "123e4567-e89b-12d3-a456-426614174000"
        },
        "name": "example name",
        "project_id": "123e4567-e89b-12d3-a456-426614174000",
        "region": "example string",
        "tags": [
          "example string"
        ],
        "updated_at": "2023-01-01T00:00:00Z",
        "user_id": "12345",
        "uuid": "123e4567-e89b-12d3-a456-426614174000"
      }
    ],
    "logging_config": {
      "galileo_project_id": "123e4567-e89b-12d3-a456-426614174000",
      "galileo_project_name": "example name",
      "insights_enabled": true,
      "insights_enabled_at": "2023-01-01T00:00:00Z",
      "log_stream_id": "123e4567-e89b-12d3-a456-426614174000",
      "log_stream_name": "example name"
    },
    "max_tokens": 123,
    "model": {
      "agreement": {
        "description": "example string",
        "name": "example name",
        "url": "example string",
        "uuid": "123e4567-e89b-12d3-a456-426614174000"
      },
      "created_at": "2023-01-01T00:00:00Z",
      "inference_name": "example name",
      "inference_version": "example string",
      "is_foundational": true,
      "name": "example name",
      "parent_uuid": "123e4567-e89b-12d3-a456-426614174000",
      "provider": "MODEL_PROVIDER_DIGITALOCEAN",
      "updated_at": "2023-01-01T00:00:00Z",
      "upload_complete": true,
      "url": "example string",
      "usecases": [
        "MODEL_USECASE_AGENT",
        "MODEL_USECASE_GUARDRAIL"
      ],
      "uuid": "123e4567-e89b-12d3-a456-426614174000",
      "version": {
        "major": 123,
        "minor": 123,
        "patch": 123
      }
    },
    "name": "example name",
    "openai_api_key": {
      "created_at": "2023-01-01T00:00:00Z",
      "created_by": "12345",
      "deleted_at": "2023-01-01T00:00:00Z",
      "models": [
        {
          "agreement": {
            "description": "example string",
            "name": "example name",
            "url": "example string",
            "uuid": "123e4567-e89b-12d3-a456-426614174000"
          },
          "created_at": "2023-01-01T00:00:00Z",
          "inference_name": "example name",
          "inference_version": "example string",
          "is_foundational": true,
          "name": "example name",
          "parent_uuid": "123e4567-e89b-12d3-a456-426614174000",
          "provider": "MODEL_PROVIDER_DIGITALOCEAN",
          "updated_at": "2023-01-01T00:00:00Z",
          "upload_complete": true,
          "url": "example string",
          "usecases": [
            "MODEL_USECASE_AGENT",
            "MODEL_USECASE_GUARDRAIL"
          ],
          "uuid": "123e4567-e89b-12d3-a456-426614174000",
          "version": {
            "major": 123,
            "minor": 123,
            "patch": 123
          }
        }
      ],
      "name": "example name",
      "updated_at": "2023-01-01T00:00:00Z",
      "uuid": "123e4567-e89b-12d3-a456-426614174000"
    },
    "project_id": "123e4567-e89b-12d3-a456-426614174000",
    "provide_citations": true,
    "region": "example string",
    "retrieval_method": "RETRIEVAL_METHOD_UNKNOWN",
    "route_created_at": "2023-01-01T00:00:00Z",
    "route_created_by": "12345",
    "route_name": "example name",
    "route_uuid": "123e4567-e89b-12d3-a456-426614174000",
    "tags": [
      "example string"
    ],
    "temperature": 123,
    "template": {
      "created_at": "2023-01-01T00:00:00Z",
      "description": "example string",
      "guardrails": [
        {
          "priority": 123,
          "uuid": "123e4567-e89b-12d3-a456-426614174000"
        }
      ],
      "instruction": "example string",
      "k": 123,
      "knowledge_bases": [
        {
          "added_to_agent_at": "2023-01-01T00:00:00Z",
          "created_at": "2023-01-01T00:00:00Z",
          "database_id": "123e4567-e89b-12d3-a456-426614174000",
          "embedding_model_uuid": "123e4567-e89b-12d3-a456-426614174000",
          "is_public": true,
          "last_indexing_job": {
            "completed_datasources": 123,
            "created_at": "2023-01-01T00:00:00Z",
            "data_source_uuids": [
              "example string"
            ],
            "finished_at": "2023-01-01T00:00:00Z",
            "knowledge_base_uuid": "123e4567-e89b-12d3-a456-426614174000",
            "phase": "BATCH_JOB_PHASE_UNKNOWN",
            "started_at": "2023-01-01T00:00:00Z",
            "status": "INDEX_JOB_STATUS_UNKNOWN",
            "tokens": 123,
            "total_datasources": 123,
            "total_items_failed": "12345",
            "total_items_indexed": "12345",
            "total_items_skipped": "12345",
            "updated_at": "2023-01-01T00:00:00Z",
            "uuid": "123e4567-e89b-12d3-a456-426614174000"
          },
          "name": "example name",
          "project_id": "123e4567-e89b-12d3-a456-426614174000",
          "region": "example string",
          "tags": [
            "example string"
          ],
          "updated_at": "2023-01-01T00:00:00Z",
          "user_id": "12345",
          "uuid": "123e4567-e89b-12d3-a456-426614174000"
        }
      ],
      "long_description": "\"Enhance your customer service with an AI agent designed to provide consistent, helpful, and accurate support across multiple channels. This template creates an agent that can answer product questions, troubleshoot common issues, process simple requests, and maintain a friendly, on-brand voice throughout customer interactions. Reduce response times, handle routine inquiries efficiently, and ensure your customers feel heard and helped.\"",
      "max_tokens": 123,
      "model": {
        "agreement": {
          "description": "example string",
          "name": "example name",
          "url": "example string",
          "uuid": "123e4567-e89b-12d3-a456-426614174000"
        },
        "created_at": "2023-01-01T00:00:00Z",
        "inference_name": "example name",
        "inference_version": "example string",
        "is_foundational": true,
        "name": "example name",
        "parent_uuid": "123e4567-e89b-12d3-a456-426614174000",
        "provider": "MODEL_PROVIDER_DIGITALOCEAN",
        "updated_at": "2023-01-01T00:00:00Z",
        "upload_complete": true,
        "url": "example string",
        "usecases": [
          "MODEL_USECASE_AGENT",
          "MODEL_USECASE_GUARDRAIL"
        ],
        "uuid": "123e4567-e89b-12d3-a456-426614174000",
        "version": {
          "major": 123,
          "minor": 123,
          "patch": 123
        }
      },
      "name": "example name",
      "short_description": "\"This template has been designed with question-answer and conversational use cases in mind. It comes with validated agent instructions, fine-tuned model settings, and preconfigured guardrails defined for customer support-related use cases.\"",
      "summary": "example string",
      "tags": [
        "example string"
      ],
      "temperature": 123,
      "template_type": "AGENT_TEMPLATE_TYPE_STANDARD",
      "top_p": 123,
      "updated_at": "2023-01-01T00:00:00Z",
      "uuid": "123e4567-e89b-12d3-a456-426614174000"
    },
    "top_p": 123,
    "updated_at": "2023-01-01T00:00:00Z",
    "url": "example string",
    "user_id": "12345",
    "uuid": "123e4567-e89b-12d3-a456-426614174000",
    "version_hash": "example string",
    "workspace": {
      "created_at": "2023-01-01T00:00:00Z",
      "created_by": "12345",
      "created_by_email": "example@example.com",
      "deleted_at": "2023-01-01T00:00:00Z",
      "description": "example string",
      "evaluation_test_cases": [
        {
          "archived_at": "2023-01-01T00:00:00Z",
          "created_at": "2023-01-01T00:00:00Z",
          "created_by_user_email": "example@example.com",
          "created_by_user_id": "12345",
          "dataset": {
            "created_at": "2023-01-01T00:00:00Z",
            "dataset_name": "example name",
            "dataset_uuid": "123e4567-e89b-12d3-a456-426614174000",
            "file_size": "12345",
            "has_ground_truth": true,
            "row_count": 123
          },
          "dataset_name": "example name",
          "dataset_uuid": "123e4567-e89b-12d3-a456-426614174000",
          "description": "example string",
          "latest_version_number_of_runs": 123,
          "metrics": [
            {
              "description": "example string",
              "inverted": true,
              "metric_name": "example name",
              "metric_type": "METRIC_TYPE_UNSPECIFIED",
              "metric_uuid": "123e4567-e89b-12d3-a456-426614174000",
              "metric_value_type": "METRIC_VALUE_TYPE_UNSPECIFIED",
              "range_max": 123,
              "range_min": 123
            }
          ],
          "name": "example name",
          "star_metric": {
            "metric_uuid": "123e4567-e89b-12d3-a456-426614174000",
            "name": "example name",
            "success_threshold": 123,
            "success_threshold_pct": 123
          },
          "test_case_uuid": "123e4567-e89b-12d3-a456-426614174000",
          "total_runs": 123,
          "updated_at": "2023-01-01T00:00:00Z",
          "updated_by_user_email": "example@example.com",
          "updated_by_user_id": "12345",
          "version": 123
        }
      ],
      "name": "example name",
      "updated_at": "2023-01-01T00:00:00Z",
      "uuid": "123e4567-e89b-12d3-a456-426614174000"
    }
  }
}