Thalovant Python SDK

Python SDK for connecting apps, services, kiosks, and agents to Thalovant hubs.

The control API is used to discover hubs and provision a client identity. After that, the SDK talks directly to the hub data plane over HTTPS, WSS, or MQTTS.

Thalovant API      -> discover hubs, create client identity
Python SDK         -> connect to the hub data plane
Hub runtime        -> skills, events, replies

Full docs: https://docs.thalovant.com/developers/sdks/python/

What You Need

• A Thalovant account with API access for authenticated control-plane actions.
• A hub id or slug.
• A client identity for that hub. You can create one through the API or use one downloaded from the dashboard.

Install

pip install thalovant

For local SDK development:

pip install -e ".[dev]"

Quick Start

This is the normal first integration flow.

from thalovant import ThalovantClient, ThalovantControlPlane

api = ThalovantControlPlane()

# Public hub discovery does not require auth.
public_hubs = api.list_public_hubs(limit=12)
for hub in public_hubs["data"]:
    print(hub["id"], hub["slug"], hub["title"])

# Auth is required when creating a client identity.
api.login("you@example.com", "password")

result = api.create_client_identity(
    "hub-id",
    name="python-demo-client",
    preferred_protocols=("wss", "https", "mqtt"),
)

with ThalovantClient(result.identity, protocol="wss") as client:
    info = client.connection_info()
    print("connected in", info.connect_ms, "ms")
    reply = client.ask("Tell me a short clean joke.")
    print(reply.text)

Accounts created through Google sign-in have no password. Use the browser device flow instead of login(...):

api.login_with_browser()

This prints a short code and a verification URL, opens your browser to the approval page, and waits for you to approve the request in the dashboard. On approval the SDK stores a scoped, revocable API token, exactly like login(...).

ThalovantControlPlane() uses https://api.thalovant.com by default. Pass a different URL only for local development or a self-hosted control plane.

Keep result.identity secret. It contains the client credentials used by the hub. Do not log result.identity.as_dict(include_secrets=True).

List Your Hubs

Authenticated accounts can list owned or visible hubs:

api = ThalovantControlPlane()
api.login("you@example.com", "password")

page = api.list_hubs(limit=50)
for hub in page["data"]:
    print(hub["id"], hub["slug"], hub["title"])

Workspace Analytics

Authenticated accounts can read the same overview used by the dashboard:

overview = api.get_analytics_overview(range="7d", hub_id="hub-id")
print(overview["totals"])

Durable Memory

Private Daily Desk and workspace assistants can manage explicit opt-in memory:

memory = api.create_memory_item(
    {
        "scope": "workspace",
        "kind": "preference",
        "content": "Prefer America/Toronto for scheduling.",
        "tags": ["timezone"],
    }
)
print(memory["id"])

items = api.list_memory_items(scope="workspace", query="timezone")
print(items["data"])

Use An Existing Identity

For local development, store one or more identities in the protected SDK config:

mkdir -p ~/.config/thalovant
chmod 700 ~/.config/thalovant
$EDITOR ~/.config/thalovant/config.yaml
chmod 600 ~/.config/thalovant/config.yaml

profile: prod
profiles:
  prod:
    identity:
      access_key: ...
      password: ...
      site_id: demo-agent
      default_master: https://jokes.thalovant.io
      data_plane_endpoints:
        wss: wss://jokes.thalovant.io/public
        https: https://jokes.thalovant.io/public
        mqtt: mqtts://mqtt.thalovant.com:8883
      mqtt:
        endpoint: mqtts://mqtt.thalovant.com:8883
        username: ...
        password: ...
        topic_prefix: hubs/hub-id/clients/client-id
        tls: true

from thalovant import ThalovantClient

with ThalovantClient.from_config(profile="prod") as client:
    reply = client.ask("What can this hub do?")
    print(reply.text)

SDKs reject config files that are readable or writable by other users on Linux and macOS. Keep this file out of git.

Raw identity files are supported too:

from thalovant import ThalovantClient

with ThalovantClient.from_identity_file("_identity.json") as client:
    reply = client.ask("What can this hub do?")
    print(reply.text)

Environment variables are supported too:

export THALOVANT_ACCESS_KEY=...
export THALOVANT_PASSWORD=...
export THALOVANT_CRYPTO_KEY=...
export THALOVANT_SITE_ID=...
export THALOVANT_HUB_HTTPS_HOST=https://hub.example.com
export THALOVANT_HUB_WSS_HOST=wss://hub.example.com
export THALOVANT_HUB_MQTT_HOST=mqtts://mqtt.thalovant.com:8883
export THALOVANT_MQTT_USERNAME=...
export THALOVANT_MQTT_PASSWORD=...
export THALOVANT_MQTT_TOPIC_PREFIX=hivemind/hub-id/client-id

from thalovant import ThalovantClient

with ThalovantClient.from_env(protocol="https") as client:
    print(client.ask("Say hello.").text)

Save A Provisioned Identity

Only save identities in a secret store or local developer file that is ignored by git.

import json
from pathlib import Path

Path("_identity.json").write_text(
    json.dumps(result.identity.as_dict(include_secrets=True), indent=2),
    encoding="utf-8",
)

Protocols

Hubs may expose one or more public data-plane protocols:

• wss: secure realtime WebSocket, the default public path and SDK preference.
• https: request/response HTTP protocol exposed as HTTPS.
• mqtt: broker-mediated MQTT over TLS. Requires per-client broker credentials.

Inspect what an identity supports:

identity = result.identity

print(identity.enabled_protocols())
print(identity.endpoint_for("wss"))
print(identity.endpoint_for("https"))
print(identity.endpoint_for("mqtt"))
print(identity.mqtt.endpoint if identity.mqtt else None)

Connect with a specific protocol:

from thalovant import ThalovantClient

for protocol in ("wss", "https", "mqtt"):
    if not result.identity.supports_protocol(protocol):
        continue
    if protocol == "mqtt" and result.identity.mqtt is None:
        continue

    with ThalovantClient(result.identity, protocol=protocol) as client:
        print(protocol, client.ask(f"Reply over {protocol}.").text)

Use client.connect_with_info() when you need connection telemetry for benchmarks or health dashboards. The returned snapshot includes phase, socket/open time, handshake time, total connect time, and last error.

Use client.query(...) for the direct HiveMind query frame path when the hub supports it. It avoids broad bus fanout and is the preferred request/reply API for low-latency app integrations.

reply = client.query("What time is it in Toronto?")
print(reply.text)

MQTT identities include a broker endpoint, username, password, TLS flag, and topic prefix. The broker credentials are scoped to that client and should be treated like a password. Public identities should use mqtts://; the SDK also honors an explicit tls: true flag from the identity.

Conversations

Use a conversation when several turns should share one session.

from thalovant import ThalovantClient

with ThalovantClient.from_identity_file("_identity.json") as client:
    with client.conversation(lang="en-us") as convo:
        print(convo.ask("Remember that my favorite color is blue.").text)
        print(convo.ask("What color did I mention?").text)

Events

You can wait for, stream, or subscribe to hub events.

from thalovant import EVENT_SPEAK, ThalovantClient

with ThalovantClient.from_identity_file("_identity.json") as client:
    for event in client.listen(EVENT_SPEAK, timeout=30, max_events=1):
        print(event.text)

Use timeouts in scripts so they do not wait forever.

Client Context

Context lets skills know which app, device, user, or channel made the request.

from thalovant import ThalovantClient, build_client_context

context = build_client_context(
    user_id="user-42",
    user_name="Ada",
    auth_provider="oidc",
    roles=["member"],
    platform="kiosk",
    source="checkout-kiosk",
    channel="chat",
)

with ThalovantClient.from_identity_file("_identity.json") as client:
    reply = client.ask("Show the next instruction.", context=context)
    print(reply.text)

Actions And Exact Inputs

Use actions for button payloads and codes for exact typed or scanned values.

with client.conversation(session_id="work-session") as convo:
    convo.send_action('/choose{"id":"42"}', title="Choose item")
    convo.send_code("SN-001-XYZ", kind="qr", label="serial")

Rich Responses

Replies can include text, choices, tables, images, or attachments.

reply = client.ask("Show matching parts.")

for item in reply.display_items(max_text_chars=600):
    if item.kind == "text":
        print(item.text)
    elif item.kind == "choices":
        print([choice["title"] for choice in item.data])

Async Apps

import asyncio
from thalovant import AsyncThalovantClient


async def main():
    async with AsyncThalovantClient.from_config(profile="prod") as client:
        reply = await client.ask("What time is it?")
        print(reply.text)


asyncio.run(main())

CLI Diagnostics

thalovant --identity _identity.json doctor

The doctor command checks identity shape, endpoint selection, authentication, handshake, and transport health.

Common Issues

• Missing Thalovant API access token: call api.login(...) (or api.login_with_browser() for accounts without a password) before private control-plane actions, or pass access_token= to ThalovantControlPlane.
• API access requires a paid plan: upgrade the workspace before using the SDK control-plane API to provision private resources.
• Unsupported protocol: the hub does not expose that protocol, or the identity was created before that protocol was enabled.
• MQTT fails immediately: create or download a fresh client identity after MQTT is enabled. MQTT needs the per-client identity.mqtt credentials.
• A request times out: increase timeout on ask(...) or check doctor().

API Shape

• ThalovantControlPlane()
• ThalovantControlPlane(api_url, access_token=...) for local or self-hosted control planes
• control.login(email, password, scope=None, otp_code=None, recovery_code=None) (MFA accounts pass a TOTP otp_code or a one-time recovery_code)
• control.login_with_browser(scopes=None, client_name=None, open_browser=True, prompt=None, timeout=900.0) (browser device-flow sign-in for accounts without a password)
• control.list_public_hubs(limit=...)
• control.get_public_hub(hub_ref)
• control.list_hubs(limit=..., owner_id=...)
• control.get_hub(hub_id)
• control.get_operation(operation_id)
• control.get_analytics_overview(...)
• control.list_memory_items(...)
• control.get_memory_summary(owner_id=...)
• control.create_memory_item(payload)
• control.get_memory_item(memory_id)
• control.update_memory_item(memory_id, payload)
• control.delete_memory_item(memory_id)
• control.create_client_identity(hub_id, ...)
• ThalovantIdentity.from_config(path=None, profile=None)
• ThalovantIdentity.from_file(path)
• ThalovantClient.from_config(path=None, profile=None)
• ThalovantClient.from_identity_file(path)
• ThalovantClient.from_env()
• ThalovantClient(identity, protocol="wss")
• client.connect_with_info()
• client.connection_info()
• client.query(text, context=...)
• client.ask(text, context=...)
• client.send_utterance(text, context=...)
• client.send_action(payload, ...)
• client.send_code(value, ...)
• client.listen(event_name, ...)
• client.conversation(...)

Development

pip install -e ".[dev]"
pytest