{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/8"}],"enrichment":{"capability":"A gRPC client library for the Clarifai AI platform, enabling Python developers to call computer vision and natural language processing models via the Clarifai API.","skillfed_tags":["grpc-client","computer-vision","api-wrapper"],"use_cases":["Classify images using Clarifai's general-image-recognition model or custom trained models.","Extract concepts and tags from images or video frames in batch processing workflows.","Build AI-powered content moderation or tagging systems integrated with Clarifai's models.","Perform natural language processing tasks via Clarifai's text models in Python applications.","Integrate Clarifai's pre-trained models into data science pipelines for computer vision tasks."],"what_it_does":"Clarifai-grpc is the official Python client for Clarifai's AI platform, wrapping the gRPC API to let developers call computer vision and natural language processing models from Python code. It handles authentication, request marshalling, and response parsing for tasks like image classification, object detection, and text analysis. The library version tracks the backend API version (first two numbers) with independent patch releases for library improvements.\n\nYou construct a V2Stub object using ClarifaiChannel to access all API functionality, then build and send requests using protobuf message types. The library supports encrypted gRPC, HTTPS+JSON, and unencrypted gRPC channels, though the encrypted channel is recommended for production. Authentication is credential-based (API key) passed as gRPC metadata.","worth_installing":"Yes, if you need to call Clarifai's AI models from Python. The library is actively maintained, has low install friction, carries a permissive license, and requires no known security patches. It is the official client and the primary way to access Clarifai's API from Python. Install it only if you have a Clarifai account and API credentials."},"id":"clarifai-grpc","links":{"html":"https://skillfed.io/packages/clarifai-grpc","md":"https://skillfed.io/packages/clarifai-grpc.md","pypi":"https://pypi.org/project/clarifai-grpc/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-14","license_spdx":null,"license_treatment":"permissive","name":"clarifai-grpc","python_support":"supports_current","summary":"Clarifai gRPC API Client"},"popularity":{"monthly_downloads":157943,"position":10740,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"12.6.0"}