tinyhumansai 0.4.0

Python SDK for TinyHumans API - ingest and delete memory

tinyhuman

Python SDK for the TinyHumans API.

Requirements

• Python ≥ 3.9
• httpx >= 0.25

Install

pip install tinyhuman

Quick start (synchronous)

from tinyhumansai import (
    TinyHumanMemoryClient,
    TinyHumanConfig,
    IngestMemoryRequest,
    ReadMemoryRequest,
    DeleteMemoryRequest,
    MemoryItem,
)

client = TinyHumanMemoryClient(TinyHumanConfig(token="your-api-key"))

# Ingest (upsert) memory
result = client.ingest_memory(
    IngestMemoryRequest(
        items=[
            MemoryItem(
                key="user-preference-theme",
                content="User prefers dark mode",
                namespace="preferences",
                metadata={"source": "onboarding"},
            )
        ]
    )
)
print(result)  # IngestMemoryResponse(ingested=1, updated=0, errors=0)

# Read memory
items = client.read_memory(ReadMemoryRequest(namespace="preferences"))
print(items.count, items.items)

# Delete by key
client.delete_memory(DeleteMemoryRequest(key="user-preference-theme", namespace="preferences"))

# Delete all user memory
client.delete_memory(DeleteMemoryRequest(delete_all=True))

The client implements the context-manager protocol for deterministic cleanup:

with TinyHumanMemoryClient(TinyHumanConfig(token="your-api-key")) as client:
    result = client.read_memory()

Async usage

Use AsyncTinyHumanMemoryClient inside async code to avoid blocking the event loop (e.g. FastAPI, LangGraph async pipelines):

import asyncio
from tinyhumansai import AsyncTinyHumanMemoryClient, TinyHumanConfig, ReadMemoryRequest

async def main():
    async with AsyncTinyHumanMemoryClient(TinyHumanConfig(token="your-api-key")) as client:
        result = await client.read_memory()
        print(result.items)

asyncio.run(main())

API reference

TinyHumanMemoryClient(config) / AsyncTinyHumanMemoryClient(config)

Param	Type	Required	Description
config.token	str	✓	JWT or API key
config.base_url	str		Override API URL. If not set, uses TINYHUMAN_BASE_URL from env (e.g. .env) or default https://api.tinyhumans.ai

client.ingest_memory(request)

Upserts memory items. Items are deduplicated by (namespace, key).

Returns IngestMemoryResponse(ingested, updated, errors).

client.read_memory(request?)

Read memory items, optionally filtered by key, keys, or namespace.

Returns ReadMemoryResponse(items, count).

client.delete_memory(request)

Delete memory by key, keys, or delete_all=True, optionally scoped by namespace.

Returns DeleteMemoryResponse(deleted).

Error handling

from tinyhumansai import TinyHumanError

try:
    client.read_memory()
except TinyHumanError as e:
    print(e.status, str(e))

TinyHumanError carries .status (HTTP status code) and .body (parsed response or raw text for non-JSON responses such as gateway errors).