Tisane

Learn how to use Tisane with Composio

Overview

SLUG: TISANE

Description

Tisane API is a natural language processing tool that detects problematic content, extracts topics, and performs aspect-based sentiment analysis across 27 languages.

Authentication Details

Connecting to Tisane

Create an auth config

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

1

Select App

Navigate to the Tisane toolkit page and click “Setup Integration”.

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 Integration”. 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
2from composio.types import auth_scheme
3
4# Replace these with your actual values
5tisane_auth_config_id = "ac_YOUR_TISANE_CONFIG_ID" # Auth config ID created above
6user_id = "0000-0000-0000" # UUID from database/app
7
8composio = Composio()
9
10def authenticate_toolkit(user_id: str, auth_config_id: str):
11 # Replace this with a method to retrieve an API key from the user.
12 # Or supply your own.
13 user_api_key = input("[!] Enter API key")
14
15 connection_request = composio.connected_accounts.initiate(
16 user_id=user_id,
17 auth_config_id=auth_config_id,
18 config={"auth_scheme": "API_KEY", "val": user_api_key}
19 )
20
21 # API Key authentication is immediate - no redirect needed
22 print(f"Successfully connected Tisane for user {user_id}")
23 print(f"Connection status: {connection_request.status}")
24
25 return connection_request.id
26
27
28connection_id = authenticate_toolkit(user_id, tisane_auth_config_id)
29
30# You can verify the connection using:
31connected_account = composio.connected_accounts.get(connection_id)
32print(f"Connected account: {connected_account}")

Tools

Executing tools

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=["TISANE"])
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: Analyze Text

Description

Tool to analyze input text for detailed nlu insights. use after preparing text when you need to detect sentiment, entities, topics, and other linguistic features.

Action Parameters

content
stringRequired
language
stringRequired
settings
object

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Calculate Semantic Similarity

Description

Tool to calculate semantic similarity between two text fragments. use when you need a numeric similarity score (0-1) for two texts.

Action Parameters

content1
stringRequired
content2
stringRequired
language1
stringRequired
language2
stringRequired
settings
object

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Detect Language

Description

Tool to detect the language of the provided text. use when you need to identify the language code.

Action Parameters

text
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Extract Text

Description

Tool to extract raw text from markup content. use when cleaning html, css, js, or json to get pure decoded text. use after confirming the input is utf-8 text; this does not process binary content.

Action Parameters

content
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Get Supported Languages

Description

Tool to list all languages supported by the api. use when needing to discover available languages for text analysis or processing. call before submitting text to ensure support.

Action Parameters

Action Response

data
objectRequired
error
string
successful
booleanRequired

Tool Name: Transform Text

Description

Tool to translate or paraphrase text. use when you need to convert content between languages or paraphrase within the same language.

Action Parameters

content
stringRequired
from
stringRequired
settings
object
to
stringRequired

Action Response

data
objectRequired
error
string
successful
booleanRequired