Production guide for foundation models. O'Reilly 2025, 11.2K stars, industry-leading author.
AI Resources
95 resourcesCurated directory of AI tools, repos, learning resources, APIs, and communities. Updated regularly.
Official code examples and implementation patterns from Anthropic. Production-grade prompts and tutorials.
Autonomous agent framework with 25% market share. Self-planning goal-driven assistant that breaks jobs into subtasks.
Most comprehensive Claude Code community resource. 12.1K stars, skills and workflows.
Curated Claude Skills for productivity. 5.6k stars, 500+ app integrations via Composio.
Managed GenAI service with multiple FMs. AgentCore for production AI agents.
Package repository with pre-built stacks for Stripe, Salesforce, AWS, GitHub. 8 resource categories.
Community marketplace with 6,196+ plugins for Claude Code. One-command CLI installation.
Enterprise AI with Embed 4 multimodal embeddings. 128K context, 100+ languages.
Fast-growing framework for role-based AI agent teams. 100K+ certified developers.
Modern data orchestration platform for AI/ML pipelines with lineage tracking. 11K+ GitHub stars.
Comprehensive guide with 50K+ stars covering advanced prompting techniques. 3M+ learners.
Free course on smolagents, LangGraph, LlamaIndex. 24K+ stars, hands-on agent building.
Industry-standard orchestration framework for stateful multi-agent systems. Durable execution, human-in-the-loop.
Observability platform for LLM applications. Full tracing, metrics, and debugging for production AI.
Data framework for LLM applications. 200+ connectors, advanced retrieval strategies.
Multi-agent conversation framework from Microsoft. Complex workflows requiring agent coordination.
SDK for AI orchestration in enterprise Microsoft stack. Connect AI services with existing code.
Open-source vector database for GenAI at massive scale. 5K+ enterprise users, 35K+ stars.
Open-source platform for ML lifecycle management. 70M+ downloads/month, de facto standard.
GPT-5 production LLM APIs for enterprise. 80% fewer hallucinations, SOC 2 Type 2.
Blazing-fast DataFrame library in Rust. 30x faster than pandas, 29K+ GitHub stars.
Production AI gateway with prompt management. 1600+ LLM providers, 10B+ monthly requests.
Type-safe data validation for Python with AI agent framework. 360M+ downloads/month.
Comprehensive guide to NumPy, Pandas, Matplotlib, Scikit-Learn. 43K+ stars, O'Reilly book.
Unified framework for scaling AI/ML from laptop to cluster. Powers OpenAI ChatGPT.
Accessible, customizable React components. Full code ownership, used by OpenAI and Adobe.
Community platform with 31,767+ agent skills from GitHub. AI-powered semantic search across 13 categories.
ETL platform transforming 25+ file types to AI-ready data. 82% Fortune 1000 adoption.
TypeScript toolkit for AI-powered frontends. 30+ LLM providers, streaming, edge runtime.
High-throughput, memory-efficient LLM inference. 3-10x lower latency vs standard serving.
Production framework for LLM apps and agents. 70M+ downloads/mo, 700+ integrations.
Claude 4 Sonnet/Opus with 1M token context window. Constitutional AI for safer, aligned outputs.
100k+ open models with unified inference infrastructure. Enterprise Hub for governance.
Code samples for A2A open standard. Linux Foundation, 50+ partners including Google and Microsoft.
Hands-on guide to intelligent agent systems by Antonio Gulli. 1.1K+ stars, Jupyter notebooks.
Curated prompts from GPT Store top GPTs. Real-world use cases from production applications.
Open standard for agent-to-agent communication. Linux Foundation, 50+ partners.
Production utilities for Vercel AI SDK: state, debugging, agents, caching, memory.
MCP runtime for secure OAuth-based agent authentication. 100+ pre-built enterprise tools.
Largest community prompt collection with 134K+ stars. Real-world use cases.
GitHub's official curated collection for Copilot resources, extensions, and best practices.
Community index of LangGraph resources, examples, and production patterns.
Managed ML model catalog with approval workflows, lineage, and cross-account sharing.
Enterprise OpenAI models on Azure with data privacy guarantees and compliance.
Open-source embedding database built for AI applications. Python-first, minimal setup.
Comprehensive Claude Code guide v2025.0. Verified features, workflows, and configurations.
Open-source toolkit for building production-ready Claude Skills, agents, and commands. 203 stars.
Community hub for Claude enthusiasts with guides, code snippets, and AI-assisted coding tips.
Enterprise MLOps with experiment tracking and LLM evaluation via Opik. Gartner Cool Vendor.
Analytics engineering platform for SQL transformations. De facto standard with 10.8K+ stars.
Open-source LLM evaluation with 30+ metrics and AI red teaming. OWASP compliant.
MIT-licensed document conversion preserving layout and structure. 10K+ GitHub stars.
Free ready-to-use prompts for ChatGPT, Claude, and Gemini. No registration required.
Enterprise guardrails for LLM safety. 5M+ requests/day, sub-100ms latency.
100+ prompts and API workflows for presentations, documents, and websites. Best practices built-in.
30,000+ prompts for marketing, SEO, and e-commerce. Free to $150 lifetime access.
Cost-effective log aggregation inspired by Prometheus. Indexes metadata only.
Observability platform for metrics, logs, traces. Grafana 12 with AI-powered insights.
Open-source NLP framework for production RAG. 30+ integrations, modular pipelines.
Official free courses for LangGraph, agents, and production AI applications.
Human-in-the-loop infrastructure for AI agents. 7K+ stars, approval workflows.
Open-source LLM observability and prompt management. Self-hosted or cloud deployment.
Visual prototyping tool for LangGraph workflows. Design and debug multi-agent systems graphically.
Enterprise-grade AI application templates including Contoso Chat retail copilot and .NET AI Chat Template.
Harvard CS249r textbook on ML systems engineering. MIT Press 2026, open educational resource.
AI assistant with Knowledge Studio for automated documentation. Acquired by ServiceNow $2.85B.
GPU-accelerated data curation for trillion-token datasets. 17x faster than CPU.
Programmable guardrails for conversational AI safety. Input/output rails, fact-checking.
Optimized inference microservices for AI models. 5-minute deployment, cloud-native.
Official NVIDIA GPU-accelerated ML playbooks. RAPIDS, cuDF, cuML demonstrations.
GPU-accelerated pandas/scikit-learn with zero code changes. 50x faster workflows.
User-friendly AI interface for multiple LLMs. 20K+ stars, enterprise RBAC/SSO/SCIM.
Open-source personal AI infrastructure by Daniel Miessler. Event-driven workflows, Fabric integration.
PostgreSQL extension for vector similarity search. Best TCO under 100M vectors.
PII detection, redaction, and anonymization for text and images. GDPR/HIPAA compliant.
De facto standard for Kubernetes monitoring. 90% CNCF adoption, multi-dimensional metrics.
Prompt management with versioning, A/B testing, and no-code editor for non-technical teams.
Enterprise AI memory layer with RAG Suite. 90%+ retrieval accuracy, multimodal ingestion.
Reference-free RAG evaluation with LLM-as-judge. Faithfulness, relevancy, precision.
Open-source CLI for LLM evaluation and red teaming. 20K+ users, CI/CD ready.
Hugging Face's 200+ page LLM pre-training guide. Documents SmolLM3 3B training journey.
Industrial-strength NLP with production-ready pipelines. C-like speed with Cython core.
Open-source NotebookLM/Perplexity alternative. 11.4K stars, 15+ integrations.
Agentic workspace transforming files into intelligent AI agents. AI-powered storage.
Intelligent workflow automation with AI agents for security operations. $125M Series C.
Unified AI gateway for 250+ LLMs with enterprise governance. Sub-3ms latency, 99.99% SLA.
MIT Press textbook covering transformers, diffusion models. Free PDF by Simon J.D. Prince.
2-5x faster, 70% less memory LLM fine-tuning. Works on free Colab/Kaggle.
State-of-the-art embedding models for RAG. 9.74% better than OpenAI, 32K context.
MLOps platform for experiment tracking, model management, and production monitoring.
Grok 4 with real-time web search and native tool use. Frontier-level performance.
Daily AI news and analysis for professionals keeping up with AI developments.

Run and fine-tune open-source models. Deploy custom models at scale.

Examples and guides for using the OpenAI API to build applications.
