API Services

API Services

AI API interfaces for developers to integrate into your applications.


๐ŸŽฏ What Are API Services?

API services provide programming interfaces that allow you to integrate AI capabilities into your own applications, websites, or tools.

Suitable For:

  • Developers
  • Technical teams
  • Production environment deployment
  • Automation needs

๐ŸŒŸ Recommended Services

Free Forever, High Quota

Google AI Studio API

  • Quota: Free to use (varies by model)
  • Features: Gemini series, OpenAI compatible
  • Rating: โญโญโญโญโญ

Groq API

  • Quota: ~14,400 times/day
  • Features: 800+ tokens/s ultra-fast
  • Rating: โญโญโญโญโญ

Rich Model Selection

OpenRouter API

  • Quota: 50-1,000 times/day
  • Features: 25+ free models, OpenAI compatible
  • Rating: โญโญโญโญโญ

Ultra-low Price

DeepSeek API

  • Quota: ยฅ5 trial (7 days)
  • Features: 97% cheaper than GPT-4, top Chinese performance
  • Rating: โญโญโญโญโญ

RAG Expert

Cohere API

  • Quota: 1,000 times/month
  • Features: Embed + Rerank, RAG optimized
  • Rating: โญโญโญโญโญ

Enterprise-grade

Vertex AI API

  • Quota: $300 trial (91 days)
  • Features: 2M context, complete MLOps
  • Rating: โญโญโญโญ (Enterprise choice)

Anthropic API

  • Quota: Prepaid (minimum $5)
  • Features: 200K context, AI safety, powerful reasoning
  • Rating: โญโญโญโญโญ (Safe & reliable)

Hugging Face Inference API

  • Quota: Free ~$0.10/month, PRO ~$2/month
  • Features: 1M+ open-source models, multi-task support
  • Rating: โญโญโญโญโญ (Open-source choice)

Mistral API

  • Quota: Experiment free trial (phone verification only)
  • Features: Pixtral Large multimodal, open+proprietary, multi-cloud
  • Rating: โญโญโญโญ (European choice)

NVIDIA NIM API

  • Quota: ~1,000 free credits (trial)
  • Features: GPU-accelerated inference, OpenAI-compatible, self-hosting supported
  • Rating: โญโญโญโญ (Enterprise-grade reliability)

Unified Multi-Model Access

Vercel AI Gateway API

  • Quota: $5/month free credits
  • Features: Unified interface to hundreds of models, automatic failover, zero markup
  • Rating: โญโญโญโญ (Best for multi-model integration)

Cerebras API

  • Quota: 1 million tokens/day
  • Features: 2,600+ tokens/s ultra-fast inference, 20x faster than GPUs
  • Rating: โญโญโญโญโญ (Speed champion)

GitHub Models API

  • Quota: Varies by model (with rate limits)
  • Features: 10+ models, OpenAI compatible, GitHub integration
  • Rating: โญโญโญโญโญ (Top choice for GitHub developers)

Cloudflare Workers AI API

  • Quota: 10,000 neurons/day
  • Features: Edge AI inference, 50+ open-source models, global deployment, low latency
  • Rating: โญโญโญโญโญ (Top choice for edge computing)

Baidu Qianfan API

  • Quota: Permanently free (ERNIE-3.5-8K, ERNIE-Speed-8K unlimited)
  • Features: Top Chinese performance, OpenAI compatible, leading Chinese AI
  • Rating: โญโญโญโญโญ (Top choice for permanently free)

๐Ÿ“Š Detailed Comparison

By Free Quota

APIFree TypeDaily/Monthly QuotaRate LimitOpenAI Compatible
Google AI StudioFree ForeverFree to useVaries by modelโŒ
GroqFree Service~14,400 req/day~30 req/minโœ…
OpenRouterFreemium50-1,000 req/day20 req/minโœ…
DeepSeekTrial Creditsยฅ5 (7 days)By usageโœ…
CohereFree Trial1,000/month10-20 req/minโŒ
Vertex AITrial Credits$300 (91 days)ConfigurableโŒ
AnthropicPrepaidMinimum $5By account tierโŒ
MistralFree TrialExperiment planLimited rateโœ…
NVIDIA NIMFree Trial~1,000 creditsVaries by modelโœ…
Vercel AI GatewayFree Trial$5/monthUpstream decidesโœ…
CerebrasFree Service1M tokens/dayWithin reasonโœ…
GitHub ModelsFree Service50-150 req/day10-15 req/minโœ…
Cloudflare Workers AIFree Service10,000 neurons/dayWithin reasonPartial
Baidu QianfanPermanently FreeUnlimited (QPS 50)50 req/sโœ…

By Key Features

APIInference SpeedChinese PerformanceContextSpecial Features
Google AI StudioFastExcellentUp to 2MMultimodal, high quota
Groq๐Ÿ† Ultra-fastGood128KSpeed champion
OpenRouterFastVaries by modelVaries๐Ÿ† 25+ models
DeepSeekFast๐Ÿ† Top-tier128KUltra-low price, thinking mode
CohereFastExcellent128K๐Ÿ† RAG, Embed
Vertex AIFastExcellent๐Ÿ† 2MEnterprise-grade
AnthropicFastExcellent๐Ÿ† 200KAI safety, reasoning
Baidu QianfanFast๐Ÿ† Top-tier8K๐Ÿ† Permanently free, Chinese optimized
MistralFastExcellent128K๐Ÿ† European AI, open source
NVIDIA NIMFastExcellent128K๐Ÿ† GPU-accelerated, self-hosting
Vercel AI GatewayFastExcellentVaries๐Ÿ† Unified interface, zero markup
Cerebras๐Ÿ† Ultra-fastExcellent128K๐Ÿ† Ultra-fast inference, Wafer-Scale Engine
Cloudflare Workers AIFastExcellentVaries๐Ÿ† Edge deployment, low latency

๐ŸŽฏ Selection Guide

I Need High Free Quota

โ†’ Google AI Studio API - Free to use

I Need Ultra-fast Inference Speed

โ†’ Cerebras API - 2,600+ tokens/s (fastest) โ†’ Groq API - 800+ tokens/s

I Need OpenAI Compatibility

โ†’ Groq API โ†’ OpenRouter API โ†’ DeepSeek API

I Need to Try Multiple Models

โ†’ OpenRouter API - 25+ models

I Need Chinese Optimization

โ†’ DeepSeek API - Top Chinese performance โ†’ Baidu Qianfan API - Leading Chinese AI, permanently free

I Need RAG Features

โ†’ Cohere API - Embed + Rerank

I Need Ultra-long Context

โ†’ Google AI Studio API - Up to 2M โ†’ Vertex AI API - Up to 2M

I Need Enterprise Deployment

โ†’ Vertex AI API - Complete MLOps

I Need AI Safety and Strong Reasoning

โ†’ Anthropic API - 200K context, safe & reliable

I Need GPU Acceleration and Self-hosting

โ†’ NVIDIA NIM API - Enterprise inference microservices

I Need Unified Interface to Access Multiple Providers

โ†’ Vercel AI Gateway API - Zero markup aggregation

I Need Edge AI Inference

โ†’ Cloudflare Workers AI API - 300+ global data centers, low latency

I Need Permanently Free API

โ†’ Baidu Qianfan API - ERNIE-3.5-8K permanently free unlimited


๐Ÿ’ก Development Suggestions

Quick Start

  1. Choose the Right API

    • Personal projects: Google AI Studio or Groq
    • Enterprise projects: Vertex AI
    • Multi-model testing: OpenRouter
    • Chinese applications: DeepSeek
    • RAG applications: Cohere
  2. Get API Keys

    • Register according to provider documentation
    • Save API keys
  3. Install SDK

    # OpenAI compatible
    pip install openai
    
    # Or use official SDKs
    pip install google-cloud-aiplatform
    pip install groq
    pip install cohere
  4. Write Code

    • Refer to each API’s documentation
    • Start with simple examples
    • Gradually add features

Best Practices

  1. Securely Manage API Keys

    import os
    from dotenv import load_dotenv
    
    load_dotenv()
    api_key = os.getenv('API_KEY')
  2. Implement Error Handling and Retries

    import time
    
    def call_with_retry(func, max_retries=3):
        for i in range(max_retries):
            try:
                return func()
            except Exception as e:
                if i < max_retries - 1:
                    time.sleep(2 ** i)
                else:
                    raise
  3. Monitor Usage

    • Regularly check quotas
    • Set usage alerts
    • Log API calls
  4. Optimize Costs

    • Use caching
    • Batch processing
    • Choose appropriate models

๐Ÿ“š Learning Resources

Documentation

  • Each API has detailed documentation
  • Includes quick start guides
  • Provides code examples
  • Best practice guidelines

Code Examples

See complete examples in each API documentation:

  • Basic conversations
  • Streaming output
  • Multimodal input
  • Function calling
  • RAG applications

๐Ÿ”— Related Resources

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