AI APIs
Master every AI API that matters. 50 topics covering frontier LLMs (OpenAI, Anthropic, Google, xAI, Mistral, Cohere, DeepSeek, Qwen), open-model hosting (Replicate, HuggingFace, Groq, Together, Fireworks, Perplexity), cloud AI (AWS Bedrock, Azure OpenAI, Vertex AI, watsonx, Databricks), voice & speech (Whisper, ElevenLabs, Deepgram, AssemblyAI, Cartesia), image & video gen (Stability, Flux, DALL-E, Imagen, Runway, Luma, Pika, Kling), and specialized APIs (Assistants, Computer Use, Exa, Tavily, Browserbase, Jina, Voyage, Mixedbread).
All Topics
50 APIs organized into 6 categories spanning the full AI API landscape.
Frontier LLM APIs
OpenAI API
Master the OpenAI API: GPT-5, GPT-4o, o-series reasoning models, structured outputs, function calling, batch API, and the patterns that ship the most production AI today.
6 LessonsAnthropic Claude API
Master the Anthropic API: Claude Opus 4.7, Sonnet, Haiku. Learn prompt caching, tool use, vision, computer use, message batches, and Claude-specific best practices.
6 LessonsGoogle Gemini API
Master the Google Gemini API: 2.0 Flash, 2.5 Pro, long context (1M-2M tokens), native multimodal, code execution, search grounding, and Vertex AI integration.
6 LessonsxAI Grok API
Master the xAI Grok API: Grok 3, Grok 4, real-time X data access, OpenAI-compatible interface, and the patterns for using Grok in production apps.
6 LessonsMistral AI API
Master the Mistral AI API: Large 2, Codestral, Mixtral, Pixtral. Learn la Plateforme, Le Chat, function calling, JSON mode, and Mistral's European AI offering.
6 LessonsCohere API
Master the Cohere API: Command R+, Embed v3, Rerank v3, the enterprise-focused AI provider. Learn RAG-native features and the patterns for cost-effective Cohere use.
6 LessonsAI21 Labs API
Master the AI21 Labs API: Jamba 1.5 (hybrid Mamba-Transformer), Maestro orchestration. Learn the long-context efficiency story and AI21's enterprise positioning.
6 LessonsDeepSeek API
Master the DeepSeek API: DeepSeek-V3, DeepSeek-R1 reasoning model. Learn why DeepSeek delivers GPT-4-class performance at 1/10 the cost.
6 LessonsAlibaba Qwen API
Master the Alibaba Qwen API: Qwen2.5, Qwen-VL, Qwen-Coder, QwQ reasoning. Learn the Chinese AI leader's open and closed model offerings.
6 LessonsReka AI API
Master the Reka API: Reka Core, Flash, Edge multimodal models. Learn native video understanding, on-device deployment, and Reka's multimodal-first approach.
6 LessonsOpen-Model Hosting
Replicate API
Master the Replicate API: run 1000+ open models with one API. Learn versioned models, prediction objects, webhooks, custom Cog deployments.
6 LessonsHuggingFace Inference API
Master the HuggingFace Inference API: serverless inference for 200k+ models. Learn Inference Endpoints, Inference Providers (Together, Replicate, etc.), and TGI hosted.
6 LessonsGroq API
Master the Groq API: 500-1000+ tokens/s LLM inference on the Groq LPU. Learn the OpenAI-compatible API, model selection, and when speed matters most.
6 LessonsTogether AI API
Master the Together AI API: 200+ open models, fine-tuning, batch inference, code interpreter. Learn the most comprehensive open-model API platform.
6 LessonsFireworks AI API
Master the Fireworks AI API: fast open-model inference + FireFunction-V2 + custom fine-tuning. Learn function calling, JSON mode, and the FireOptimizer.
6 LessonsAnyscale Endpoints
Master Anyscale Endpoints: open-model inference built on Ray Serve. Learn JSON mode, function calling, and Anyscale's private deployments.
6 LessonsDeepInfra API
Master the DeepInfra API: cheap and fast open-model inference. Learn the OpenAI-compatible API, model catalog, and DeepInfra's price-performance positioning.
6 LessonsOctoAI / NVIDIA NIM API
Master OctoAI (acquired by NVIDIA, now NIM API): managed inference for open models. Learn OctoStack, fine-tuning, and the NVIDIA-NIM transition path.
6 LessonsPerplexity API
Master the Perplexity API: Sonar models with built-in web search and citations. Learn online vs chat models, citation handling, and search-augmented generation.
6 LessonsSambaNova Cloud API
Master the SambaNova Cloud API: ultra-fast Llama-3.3-405B inference on RDU. Learn the OpenAI-compatible API, model availability, and SambaNova's speed advantage.
6 LessonsCloud AI APIs
AWS Bedrock
Master AWS Bedrock: managed access to foundation models from Anthropic, Meta, Cohere, Mistral, Amazon Titan, plus Bedrock Agents and Knowledge Bases.
6 LessonsAzure OpenAI Service
Master Azure OpenAI Service: enterprise-grade access to OpenAI models with private networking, content filtering, regional availability, and Microsoft integration.
6 LessonsGoogle Vertex AI
Master Google Vertex AI: managed Gemini, Model Garden, AutoML, custom training, Vertex AI Agent Builder, and enterprise GCP AI integration.
6 LessonsAWS SageMaker JumpStart
Master AWS SageMaker JumpStart: pre-trained foundation models deployed in your VPC. Learn the model hub, real-time inference endpoints, and async inference.
6 LessonsOracle Cloud GenAI
Master Oracle Cloud Generative AI: managed access to Cohere and Meta Llama models, fine-tuning, and Oracle's enterprise AI integration.
6 LessonsIBM watsonx.ai
Master IBM watsonx.ai: enterprise-grade AI with Granite models, indemnification, watsonx.governance, and IBM's hybrid-cloud AI play.
6 LessonsDatabricks Model Serving
Master Databricks Model Serving: Foundation Model APIs (Llama, DBRX, Mixtral), provisioned throughput, custom model serving, and MLflow integration.
6 LessonsNVIDIA NIM API
Master the NVIDIA NIM API: pre-optimized inference microservices for Llama, Mistral, NeMo, and more. Learn NIM containers, build.nvidia.com, and self-hosted NIMs.
6 LessonsVoice & Speech APIs
OpenAI Whisper / Realtime API
Master OpenAI's voice APIs: Whisper for transcription, gpt-4o Realtime for low-latency voice conversation, and the patterns for production voice AI.
6 LessonsElevenLabs API
Master the ElevenLabs API: state-of-the-art TTS, voice cloning, dubbing, and Conversational AI agents. Learn voices, models, and the production deployment patterns.
6 LessonsDeepgram API
Master the Deepgram API: fast, accurate STT with Nova-3, Aura TTS, real-time streaming, and the patterns for telephony, meetings, and voice agents.
6 LessonsAssemblyAI API
Master the AssemblyAI API: Universal-2 STT, summarization, topic detection, sentiment, PII redaction. Learn the audio-AI swiss-army-knife API.
6 LessonsCartesia API
Master the Cartesia API: Sonic, the fastest TTS model. Learn voice cloning, low-latency streaming, and the patterns for sub-200ms voice generation.
6 LessonsPlayHT API
Master the PlayHT API: Play 3.0 mini, voice cloning, conversational TTS, and the patterns for podcast-quality voice generation at scale.
6 LessonsImage & Video Generation APIs
Stability AI API
Master the Stability AI API: SD 3.5 Large, SD 3.5 Medium, image-to-image, inpainting, upscaling, and the original open-image-model platform.
6 LessonsBlack Forest Labs Flux API
Master the Flux API: FLUX.1 [pro], [dev], [schnell] from the original Stable Diffusion authors. Learn quality vs speed tradeoffs and best-in-class image generation.
6 LessonsOpenAI Image API (gpt-image-1, DALL-E)
Master the OpenAI Image API: gpt-image-1 (4o-image), DALL-E 3, image edits, variations, multi-turn editing. Learn the OpenAI image generation patterns.
6 LessonsGoogle Imagen API
Master the Google Imagen API: Imagen 3, Imagen 4 photorealistic generation. Learn safety controls, aspect ratios, and Vertex AI integration.
6 LessonsRunway ML API
Master the Runway ML API: Gen-3 Alpha, Gen-3 Alpha Turbo for text-to-video and image-to-video. Learn the patterns for production AI video generation.
6 LessonsLuma AI Dream Machine API
Master the Luma Dream Machine API: text-to-video, image-to-video, video-to-video. Learn keyframes, camera controls, and the patterns for cinematic AI video.
6 LessonsPika Labs API
Master the Pika Labs API: Pika 1.5, Pikaffects (effects-driven generation). Learn the creative-effect-focused video API and Pika's stylized generation patterns.
6 LessonsKling AI API
Master the Kling AI API: Kuaishou's text-to-video model with up to 2-minute generations. Learn motion brush, camera movement, and the Kling production patterns.
6 LessonsSpecialized AI APIs
OpenAI Assistants API
Master the OpenAI Assistants API: managed agents with threads, file_search, code_interpreter, function calling. Learn when Assistants beats raw chat completions.
6 LessonsAnthropic Computer Use API
Master the Anthropic Computer Use API: Claude controls a desktop via screenshots and mouse/keyboard tools. Learn the API surface, sandboxing, and safety patterns.
6 LessonsExa Search API
Master the Exa API: neural search built for AI agents. Learn neural vs keyword search, filtering, similarity search, and the answer endpoint.
6 LessonsTavily Search API
Master the Tavily API: search API designed for LLM agents. Learn search depth, raw vs answer modes, and the patterns for grounded LLM responses.
6 LessonsBrowserbase API
Master the Browserbase API: managed browser automation for AI agents. Learn sessions, stealth, proxy rotation, captcha solving, and Stagehand integration.
6 LessonsJina AI API
Master the Jina AI API: jina-embeddings-v3, jina-reranker-v2, ColPali, jina-clip-v1, and the Jina Reader. Learn the comprehensive multimodal embedding stack.
6 LessonsVoyage AI API
Master the Voyage AI API: voyage-3, voyage-3-large embeddings + voyage-rerank-2. Learn domain-tuned embeddings (code, finance, legal) and the highest MTEB scores.
6 LessonsMixedbread AI API
Master the Mixedbread AI API: mxbai-embed-large-v1, mxbai-rerank-v2, mxbai-cls. Learn the production-grade open embeddings and reranker stack.
6 LessonsWhy an AI APIs Track?
The AI API market is sprawling, fragmented, and changing weekly. This track gives you a single up-to-date map.
Frontier + Open
Frontier LLM providers (OpenAI, Anthropic, Google, xAI, Mistral, Cohere, DeepSeek, Qwen) plus open-model hosting (Replicate, Together, Fireworks, Groq, Perplexity).
Every Hyperscaler
AWS Bedrock and SageMaker, Azure OpenAI, Google Vertex AI, Oracle GenAI, IBM watsonx, Databricks Model Serving, NVIDIA NIM.
Voice + Image + Video
OpenAI Whisper/Realtime, ElevenLabs, Deepgram, AssemblyAI, Cartesia, Stability, Flux, DALL-E, Imagen, Runway, Luma, Pika, Kling.
Specialized APIs
OpenAI Assistants, Anthropic Computer Use, Exa and Tavily search, Browserbase, Jina, Voyage, Mixedbread embeddings & rerankers.
Lilly Tech Systems