Wit ai

Learn how to use Wit ai with Composio

Overview

SLUG: WIT_AI

Description

Wit.ai is a natural language processing platform that enables developers to build applications and devices that understand human language.

Authentication Details

generic_api_key
stringRequired

Connecting to Wit ai

Create an auth config

Use the dashboard to create an auth config for the Wit ai toolkit. This allows you to connect multiple Wit ai accounts to Composio for agents to use.

2

Configure Auth Config Settings

Select among the supported auth schemes of and configure them here.

3

Create and Get auth config ID

Click “Create Wit ai Auth Config”. After creation, copy the displayed ID starting with ac_. This is your auth config ID. This is not a sensitive ID — you can save it in environment variables or a database. This ID will be used to create connections to the toolkit for a given user.

Connect Your Account

Using API Key

1from composio import Composio
2
3# Replace these with your actual values
4wit_ai_auth_config_id = "ac_YOUR_WIT_AI_CONFIG_ID" # Auth config ID created above
5user_id = "0000-0000-0000" # UUID from database/app
6
7composio = Composio()
8
9def authenticate_toolkit(user_id: str, auth_config_id: str):
10 # Replace this with a method to retrieve an API key from the user.
11 # Or supply your own.
12 user_api_key = input("[!] Enter API key")
13
14 connection_request = composio.connected_accounts.initiate(
15 user_id=user_id,
16 auth_config_id=auth_config_id,
17 config={"auth_scheme": "API_KEY", "val": {"generic_api_key": user_api_key}}
18 )
19
20 # API Key authentication is immediate - no redirect needed
21 print(f"Successfully connected Wit ai for user {user_id}")
22 print(f"Connection status: {connection_request.status}")
23
24 return connection_request.id
25
26
27connection_id = authenticate_toolkit(user_id, wit_ai_auth_config_id)
28
29# You can verify the connection using:
30connected_account = composio.connected_accounts.get(connection_id)
31print(f"Connected account: {connected_account}")

Tools

Executing tools

To prototype you can execute some tools to see the responses and working on the [Wit ai toolkit’s playground](https://app.composio.dev/app/Wit ai)

Python
1from composio import Composio
2from openai import OpenAI
3import json
4
5openai = OpenAI()
6composio = Composio()
7
8# User ID must be a valid UUID format
9user_id = "0000-0000-0000" # Replace with actual user UUID from your database
10
11tools = composio.tools.get(user_id=user_id, toolkits=["WIT_AI"])
12
13print("[!] Tools:")
14print(json.dumps(tools))
15
16def invoke_llm(task = "What can you do?"):
17 completion = openai.chat.completions.create(
18 model="gpt-4o",
19 messages=[
20 {
21 "role": "user",
22 "content": task, # Your task here!
23 },
24 ],
25 tools=tools,
26 )
27
28 # Handle Result from tool call
29 result = composio.provider.handle_tool_calls(user_id=user_id, response=completion)
30 print(f"[!] Completion: {completion}")
31 print(f"[!] Tool call result: {result}")
32
33invoke_llm()

Tool List

Tool Name: Create Wit.ai App

Description

Tool to create a new app in wit.ai. use when you need to programmatically initialize an application before training or importing data.

Action Parameters

lang
stringRequired
name
stringRequired
private
booleanDefaults to True

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Create Wit.ai Trait

Description

Tool to create a new trait in wit.ai. use when defining custom entity attribute matching behavior.

Action Parameters

lookups
array
mutually_exclusive
boolean
name
stringRequired
values
arrayRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Delete App

Description

Tool to delete a specific app from wit.ai. use when you need to remove an existing app by its id after confirming its existence.

Action Parameters

access_token
string
app_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Get App Details

Description

Tool to retrieve metadata and settings of a wit.ai app. use when you need to fetch complete app details by app id after authenticating.

Action Parameters

access_token
string
app_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Get Intent Details

Description

Tool to retrieve details of a specific intent. use when you need full intent metadata given its id.

Action Parameters

intent_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Get Intents

Description

Tool to list all intents in a wit.ai app. use after authenticating to retrieve defined intents.

Action Parameters

limit
integer
offset
integer

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Wit.ai Get Message

Description

Tool to analyze a text message and extract its intent, entities, and traits. use when you need structured meaning from user input.

Action Parameters

context
string
n
integer
q
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Get Trait Details

Description

Tool to retrieve details of a specific trait. use when you have the trait id and need its full metadata.

Action Parameters

trait_id
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: List Traits

Description

Tool to list all traits in a wit.ai app. use after authenticating to retrieve defined traits.

Action Parameters

v
string

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Update Wit.ai App

Description

Tool to update an existing wit.ai app. use when you need to modify app settings after creation.

Action Parameters

app_id
stringRequired
body
objectRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired