Registry / gcp / tencentcloud-sdk-python-nlp

tencentcloud-sdk-python-nlp

library3.1.80pypypi✓ verified 87d ago

Official Tencent Cloud SDK for Natural Language Processing (NLP) service. Provides Python client classes for text classification, sentiment analysis, keyword extraction, and more. Current version 3.1.80, released monthly.

gcp ai-ml

pip install tencentcloud-sdk-python-nlp

github ↗package ↗homepage ↗

INSTALL

IMPORT

SIG · TENCENTCLOUD-SDK-P

tencentcloud-sdk-python-nlp

gcppythonv3.1.80

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

NlpClient

✓ from tencentcloud.nlp.v20190408 import nlp_client

✗ from tencentcloud.nlp.v20190408.nlp_client import NlpClient

Import directly from module, not class

models

✓ from tencentcloud.nlp.v20190408 import models

✗ import tencentcloud.nlp.models

Wrong path; version is required

Initialize client and perform sentiment analysis

from tencentcloud.common import credential from tencentcloud.common.exception.tencent_cloud_sdk_exception import TencentCloudSDKException from tencentcloud.nlp.v20190408 import nlp_client, models try: cred = credential.Credential( secret_id=os.environ.get('TENCENTCLOUD_SECRET_ID'), secret_key=os.environ.get('TENCENTCLOUD_SECRET_KEY') ) client = nlp_client.NlpClient(cred, "ap-guangzhou") req = models.SentimentAnalysisRequest() req.Text = "今天天气真好" resp = client.SentimentAnalysis(req) print(resp.to_json_string()) except TencentCloudSDKException as e: print(e)

Debug

Known issues

gotchaThe SDK is split into per-service packages. You must install both tencentcloud-sdk-python-common and the specific package (e.g., tencentcloud-sdk-python-nlp). Installing only the NLP package does not pull in common automatically.

fix

pip install tencentcloud-sdk-python-common tencentcloud-sdk-python-nlp

affects: all

breakingIn v3, the model classes and client classes have been moved under versioned paths (v20190408). Old v2-style imports (e.g., from tencentcloud.nlp.models import SentimentAnalysisRequest) no longer work.

fix

Use from tencentcloud.nlp.v20190408 import models

affects: 3.x

gotchaMany API request objects require explicitly setting all fields. Forgetting to set required fields (like Text in SentimentAnalysisRequest) will cause a MissingParameter error.

fix

Always check the official API documentation for required fields and set them before calling the method.

affects: all

Errors

Common errors & fixes

ModuleNotFoundError: No module named 'tencentcloud'

Common package not installed

fix

pip install tencentcloud-sdk-python-common

ImportError: cannot import name 'SentimentAnalysisRequest' from 'tencentcloud.nlp.models'

Wrong import path; models are under versioned subpackage

fix

from tencentcloud.nlp.v20190408 import models

Upgrade

Version history

3.1.80latest on PyPI · released Apr 16, 2026

Audit

Dependencies

tencentcloud-sdk-python-commonrequiredCommon base SDK required for client initialization and authentication

Agent activity

37 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/TencentCloud/tencentcloud-sdk-python ↗

packagehttps://pypi.org/project/tencentcloud-sdk-python-nlp/ ↗

homepagehttps://www.tencentcloud.com ↗