Ops Command Center v3.2.1

AI Resources

95 resources

Curated directory of AI tools, repos, learning resources, APIs, and communities. Updated regularly.

AI Engineering by Chip Huyen logo
Learning
Ready
AI Engineering by Chip Huyen

Production guide for foundation models. O'Reilly 2025, 11.2K stars, industry-leading author.

LLMFreeIntermediate
productionfine-tuning+2
Anthropic Cookbook logo
LearningEnterprise
Ready
Anthropic Cookbook

Official code examples and implementation patterns from Anthropic. Production-grade prompts and tutorials.

LLMFreeIntermediate
claudeprompts+2
AutoGPT logo
GitHub Repo
Ready
AutoGPT

Autonomous agent framework with 25% market share. Self-planning goal-driven assistant that breaks jobs into subtasks.

AgentsFree
autonomousagents+2
Awesome Claude Code logo
GitHub Repo
Ready
Awesome Claude Code

Most comprehensive Claude Code community resource. 12.1K stars, skills and workflows.

AgentsFreeIntermediate
claude-codeskills+2
Awesome Claude Skills (Composio) logo
LearningEnterprise
Ready
Awesome Claude Skills (Composio)

Curated Claude Skills for productivity. 5.6k stars, 500+ app integrations via Composio.

AgentsFreeIntermediate
claudeskills+2
AWS Bedrock logo
APIEnterprise
Ready
AWS Bedrock

Managed GenAI service with multiple FMs. AgentCore for production AI agents.

LLMPaidIntermediate
awsfoundation-models+2
Claude Code Templates (AITMPL) logo
AI ToolEnterprise
Ready
Claude Code Templates (AITMPL)

Package repository with pre-built stacks for Stripe, Salesforce, AWS, GitHub. 8 resource categories.

AgentsFree
claude-codetemplates+2
Claude Plugins Marketplace logo
AI Tool
Ready
Claude Plugins Marketplace

Community marketplace with 6,196+ plugins for Claude Code. One-command CLI installation.

AgentsFree
claude-codeplugins+2
Cohere logo
APIEnterprise
Ready
Cohere

Enterprise AI with Embed 4 multimodal embeddings. 128K context, 100+ languages.

LLMPaidIntermediate
embeddingsreranking+2
CrewAI logo
GitHub Repo
Ready
CrewAI

Fast-growing framework for role-based AI agent teams. 100K+ certified developers.

AgentsOpen SourceIntermediate
multi-agentautonomous+2
Dagster logo
AI ToolEnterprise
Ready
Dagster

Modern data orchestration platform for AI/ML pipelines with lineage tracking. 11K+ GitHub stars.

DataFreemiumIntermediate
orchestrationetl+2
DAIR.AI Prompt Engineering Guide logo
Learning
Ready
DAIR.AI Prompt Engineering Guide

Comprehensive guide with 50K+ stars covering advanced prompting techniques. 3M+ learners.

LLMFreeIntermediate
prompt-engineeringtutorials+2
Hugging Face Agents Course logo
Learning
Ready
Hugging Face Agents Course

Free course on smolagents, LangGraph, LlamaIndex. 24K+ stars, hands-on agent building.

AgentsFreeIntermediate
agentscourse+2
LangGraph logo
GitHub RepoEnterprise
Ready
LangGraph

Industry-standard orchestration framework for stateful multi-agent systems. Durable execution, human-in-the-loop.

AgentsFree
agentsorchestration+2
LangSmith logo
AI ToolEnterprise
Ready
LangSmith

Observability platform for LLM applications. Full tracing, metrics, and debugging for production AI.

AgentsFreemium
observabilitytracing+2
LlamaIndex logo
GitHub RepoEnterprise
Ready
LlamaIndex

Data framework for LLM applications. 200+ connectors, advanced retrieval strategies.

AgentsOpen SourceIntermediate
ragdata-framework+2
Microsoft AutoGen logo
GitHub RepoEnterprise
Ready
Microsoft AutoGen

Multi-agent conversation framework from Microsoft. Complex workflows requiring agent coordination.

AgentsFree
microsoftmulti-agent+2
Microsoft Semantic Kernel logo
GitHub RepoEnterprise
Ready
Microsoft Semantic Kernel

SDK for AI orchestration in enterprise Microsoft stack. Connect AI services with existing code.

AgentsFree
microsoftsdk+2
Milvus logo
AI ToolEnterprise
Ready
Milvus

Open-source vector database for GenAI at massive scale. 5K+ enterprise users, 35K+ stars.

DataOpen SourceIntermediate
vector-dbsimilarity-search+2
MLflow logo
GitHub RepoEnterprise
Ready
MLflow

Open-source platform for ML lifecycle management. 70M+ downloads/month, de facto standard.

AutomationOpen SourceIntermediate
mlopsexperiment-tracking+2
OpenAI logo
APIEnterprise
Ready
OpenAI

GPT-5 production LLM APIs for enterprise. 80% fewer hallucinations, SOC 2 Type 2.

LLMPaidBeginner
gptapi+2
Polars logo
GitHub RepoEnterprise
Ready
Polars

Blazing-fast DataFrame library in Rust. 30x faster than pandas, 29K+ GitHub stars.

DataOpen SourceIntermediate
dataframerust+2
Portkey logo
AI ToolEnterprise
Ready
Portkey

Production AI gateway with prompt management. 1600+ LLM providers, 10B+ monthly requests.

AgentsFreemiumIntermediate
ai-gatewayprompt-management+2
Pydantic logo
GitHub RepoEnterprise
Ready
Pydantic

Type-safe data validation for Python with AI agent framework. 360M+ downloads/month.

DataOpen SourceBeginner
validationtype-safety+2
Python Data Science Handbook logo
Learning
Ready
Python Data Science Handbook

Comprehensive guide to NumPy, Pandas, Matplotlib, Scikit-Learn. 43K+ stars, O'Reilly book.

DataFreeBeginner
pythonpandas+2
Ray logo
GitHub RepoEnterprise
Ready
Ray

Unified framework for scaling AI/ML from laptop to cluster. Powers OpenAI ChatGPT.

DataOpen SourceAdvanced
distributedtraining+2
shadcn/ui logo
GitHub RepoEnterprise
Ready
shadcn/ui

Accessible, customizable React components. Full code ownership, used by OpenAI and Adobe.

GeneralOpen SourceBeginner
reactcomponents+2
Skills Marketplace (SkillsMP) logo
AI Tool
Ready
Skills Marketplace (SkillsMP)

Community platform with 31,767+ agent skills from GitHub. AI-powered semantic search across 13 categories.

AgentsFree
skillsmarketplace+2
Unstructured.io logo
AI ToolEnterprise
Ready
Unstructured.io

ETL platform transforming 25+ file types to AI-ready data. 82% Fortune 1000 adoption.

DataFreemiumIntermediate
etldocuments+2
Vercel AI SDK logo
GitHub RepoEnterprise
Ready
Vercel AI SDK

TypeScript toolkit for AI-powered frontends. 30+ LLM providers, streaming, edge runtime.

AgentsOpen SourceIntermediate
typescriptstreaming+2
vLLM logo
GitHub RepoEnterprise
Ready
vLLM

High-throughput, memory-efficient LLM inference. 3-10x lower latency vs standard serving.

LLMOpen SourceAdvanced
inferenceserving+2
LangChain Ecosystem logo
GitHub RepoEnterprise
Ready
LangChain Ecosystem

Production framework for LLM apps and agents. 70M+ downloads/mo, 700+ integrations.

AgentsOpen SourceIntermediate
frameworkpython+3
Anthropic Claude logo
APIEnterprise
Ready
Anthropic Claude

Claude 4 Sonnet/Opus with 1M token context window. Constitutional AI for safer, aligned outputs.

LLMPaidBeginner
conversationalcoding+3
Hugging Face logo
CommunityEnterprise
Ready
Hugging Face

100k+ open models with unified inference infrastructure. Enterprise Hub for governance.

GeneralFreemiumBeginner
modelsdatasets+3
Agent2Agent Protocol Samples logo
Learning
Ready
Agent2Agent Protocol Samples

Code samples for A2A open standard. Linux Foundation, 50+ partners including Google and Microsoft.

AgentsFreeAdvanced
a2aprotocol+2
Agentic Design Patterns logo
Learning
Ready
Agentic Design Patterns

Hands-on guide to intelligent agent systems by Antonio Gulli. 1.1K+ stars, Jupyter notebooks.

AgentsFreeIntermediate
patternsarchitecture+2
AI Boost Awesome Prompts logo
Learning
Ready
AI Boost Awesome Prompts

Curated prompts from GPT Store top GPTs. Real-world use cases from production applications.

LLMFreeBeginner
promptsgpt-store+2
Agent2Agent (A2A) Protocol logo
GitHub RepoEnterprise
Ready
Agent2Agent (A2A) Protocol

Open standard for agent-to-agent communication. Linux Foundation, 50+ partners.

AgentsOpen SourceAdvanced
protocolinteroperability+2
AI SDK Tools logo
GitHub RepoEnterprise
Ready
AI SDK Tools

Production utilities for Vercel AI SDK: state, debugging, agents, caching, memory.

AgentsOpen SourceIntermediate
vercel-aiutilities+2
Arcade.dev logo
AI ToolEnterprise
Ready
Arcade.dev

MCP runtime for secure OAuth-based agent authentication. 100+ pre-built enterprise tools.

AgentsFreemiumIntermediate
mcpauthentication+2
Awesome ChatGPT Prompts logo
GitHub Repo
Ready
Awesome ChatGPT Prompts

Largest community prompt collection with 134K+ stars. Real-world use cases.

LLMFreeBeginner
promptscommunity+2
Awesome Copilot logo
LearningEnterprise
Ready
Awesome Copilot

GitHub's official curated collection for Copilot resources, extensions, and best practices.

AgentsFreeBeginner
copilotgithub+2
Awesome LangGraph logo
Learning
Ready
Awesome LangGraph

Community index of LangGraph resources, examples, and production patterns.

AgentsFreeIntermediate
langgraphexamples+2
AWS SageMaker Model Registry logo
AI ToolEnterprise
Ready
AWS SageMaker Model Registry

Managed ML model catalog with approval workflows, lineage, and cross-account sharing.

AutomationPaidAdvanced
mlopsmodel-registry+2
Azure OpenAI Service logo
APIEnterprise
Ready
Azure OpenAI Service

Enterprise OpenAI models on Azure with data privacy guarantees and compliance.

LLMPaidIntermediate
azureopenai+2
Chroma logo
GitHub RepoEnterprise
Ready
Chroma

Open-source embedding database built for AI applications. Python-first, minimal setup.

DataOpen SourceBeginner
vector-dbembeddings+2
Claude Code Guide logo
Learning
Ready
Claude Code Guide

Comprehensive Claude Code guide v2025.0. Verified features, workflows, and configurations.

AgentsFreeIntermediate
claude-codeguide+2
Claude Code Skill Factory logo
AI Tool
Ready
Claude Code Skill Factory

Open-source toolkit for building production-ready Claude Skills, agents, and commands. 203 stars.

AgentsFree
claude-codeskills+2
Claude Directory logo
Community
Ready
Claude Directory

Community hub for Claude enthusiasts with guides, code snippets, and AI-assisted coding tips.

AgentsFree
claudecommunity+2
Comet logo
AI ToolEnterprise
Ready
Comet

Enterprise MLOps with experiment tracking and LLM evaluation via Opik. Gartner Cool Vendor.

AutomationFreemiumIntermediate
mlopsexperiment-tracking+2
dbt (Data Build Tool) logo
AI ToolEnterprise
Ready
dbt (Data Build Tool)

Analytics engineering platform for SQL transformations. De facto standard with 10.8K+ stars.

DataFreemiumIntermediate
analyticssql+2
DeepEval logo
GitHub RepoEnterprise
Ready
DeepEval

Open-source LLM evaluation with 30+ metrics and AI red teaming. OWASP compliant.

AgentsFreemiumIntermediate
evaluationred-teaming+2
Docling logo
GitHub RepoEnterprise
Ready
Docling

MIT-licensed document conversion preserving layout and structure. 10K+ GitHub stars.

DataOpen SourceIntermediate
documentsparsing+2
DocsBot AI Prompts logo
AI Tool
Ready
DocsBot AI Prompts

Free ready-to-use prompts for ChatGPT, Claude, and Gemini. No registration required.

LLMFree
promptstemplates+2
Fiddler Guardrails logo
AI ToolEnterprise
Ready
Fiddler Guardrails

Enterprise guardrails for LLM safety. 5M+ requests/day, sub-100ms latency.

AgentsPaidIntermediate
guardrailsenterprise+2
Gamma.app Prompts logo
AI Tool
Ready
Gamma.app Prompts

100+ prompts and API workflows for presentations, documents, and websites. Best practices built-in.

AutomationFreemium
promptspresentations+2
God of Prompt logo
AI Tool
Ready
God of Prompt

30,000+ prompts for marketing, SEO, and e-commerce. Free to $150 lifetime access.

LLMFreemium
promptsmarketing+2
Grafana Loki logo
GitHub RepoEnterprise
Ready
Grafana Loki

Cost-effective log aggregation inspired by Prometheus. Indexes metadata only.

AutomationOpen SourceIntermediate
loggingobservability+2
Grafana logo
AI ToolEnterprise
Ready
Grafana

Observability platform for metrics, logs, traces. Grafana 12 with AI-powered insights.

AutomationFreemiumIntermediate
dashboardsvisualization+2
Haystack logo
GitHub RepoEnterprise
Ready
Haystack

Open-source NLP framework for production RAG. 30+ integrations, modular pipelines.

AgentsOpen SourceIntermediate
ragnlp+2
LangChain Academy logo
Learning
Ready
LangChain Academy

Official free courses for LangGraph, agents, and production AI applications.

AgentsFreeIntermediate
langgraphcourse+2
HumanLayer logo
GitHub Repo
Ready
HumanLayer

Human-in-the-loop infrastructure for AI agents. 7K+ stars, approval workflows.

AgentsOpen SourceIntermediate
human-in-the-loopapproval+2
Langfuse logo
GitHub RepoEnterprise
Ready
Langfuse

Open-source LLM observability and prompt management. Self-hosted or cloud deployment.

AgentsFreemiumIntermediate
observabilityprompt-management+2
LangGraph Studio logo
AI ToolEnterprise
Ready
LangGraph Studio

Visual prototyping tool for LangGraph workflows. Design and debug multi-agent systems graphically.

AgentsFree
langgraphvisual+2
Microsoft AI Templates logo
LearningEnterprise
Ready
Microsoft AI Templates

Enterprise-grade AI application templates including Contoso Chat retail copilot and .NET AI Chat Template.

AgentsFreeIntermediate
microsoftazure+2
Machine Learning Systems Book logo
Learning
Ready
Machine Learning Systems Book

Harvard CS249r textbook on ML systems engineering. MIT Press 2026, open educational resource.

AutomationFreeAdvanced
mlopssystems+2
Moveworks (ServiceNow) logo
AI ToolEnterprise
Ready
Moveworks (ServiceNow)

AI assistant with Knowledge Studio for automated documentation. Acquired by ServiceNow $2.85B.

AutomationPaidAdvanced
knowledge-managementdocumentation+2
NVIDIA NeMo Curator logo
AI ToolEnterprise
Ready
NVIDIA NeMo Curator

GPU-accelerated data curation for trillion-token datasets. 17x faster than CPU.

DataOpen SourceAdvanced
data-curationgpu+2
NVIDIA NeMo Guardrails logo
GitHub RepoEnterprise
Ready
NVIDIA NeMo Guardrails

Programmable guardrails for conversational AI safety. Input/output rails, fact-checking.

AgentsOpen SourceIntermediate
guardrailssafety+2
NVIDIA NIM logo
APIEnterprise
Ready
NVIDIA NIM

Optimized inference microservices for AI models. 5-minute deployment, cloud-native.

LLMPaidAdvanced
inferencemicroservices+2
NVIDIA DGX Spark Playbooks logo
Learning
Ready
NVIDIA DGX Spark Playbooks

Official NVIDIA GPU-accelerated ML playbooks. RAPIDS, cuDF, cuML demonstrations.

DataFreeAdvanced
gpunvidia+2
NVIDIA RAPIDS logo
GitHub RepoEnterprise
Ready
NVIDIA RAPIDS

GPU-accelerated pandas/scikit-learn with zero code changes. 50x faster workflows.

DataOpen SourceAdvanced
gpucuda+2
Open WebUI logo
GitHub RepoEnterprise
Ready
Open WebUI

User-friendly AI interface for multiple LLMs. 20K+ stars, enterprise RBAC/SSO/SCIM.

AgentsOpen SourceIntermediate
chat-uiself-hosted+2
Personal AI Infrastructure (PAI) logo
GitHub Repo
Ready
Personal AI Infrastructure (PAI)

Open-source personal AI infrastructure by Daniel Miessler. Event-driven workflows, Fabric integration.

AgentsFree
personal-aiinfrastructure+2
PostgreSQL + pgvector logo
GitHub RepoEnterprise
Ready
PostgreSQL + pgvector

PostgreSQL extension for vector similarity search. Best TCO under 100M vectors.

DataOpen SourceIntermediate
vector-dbpostgresql+2
Microsoft Presidio logo
GitHub RepoEnterprise
Ready
Microsoft Presidio

PII detection, redaction, and anonymization for text and images. GDPR/HIPAA compliant.

DataOpen SourceIntermediate
piiprivacy+2
Prometheus logo
GitHub RepoEnterprise
Ready
Prometheus

De facto standard for Kubernetes monitoring. 90% CNCF adoption, multi-dimensional metrics.

AutomationOpen SourceIntermediate
monitoringkubernetes+2
PromptLayer logo
AI ToolEnterprise
Ready
PromptLayer

Prompt management with versioning, A/B testing, and no-code editor for non-technical teams.

AgentsFreemiumBeginner
prompt-managementa/b-testing+2
Pryon logo
AI ToolEnterprise
Ready
Pryon

Enterprise AI memory layer with RAG Suite. 90%+ retrieval accuracy, multimodal ingestion.

AgentsPaidAdvanced
ragknowledge-management+2
Ragas logo
GitHub RepoEnterprise
Ready
Ragas

Reference-free RAG evaluation with LLM-as-judge. Faithfulness, relevancy, precision.

AgentsOpen SourceIntermediate
rag-evalmetrics+2
Promptfoo logo
GitHub RepoEnterprise
Ready
Promptfoo

Open-source CLI for LLM evaluation and red teaming. 20K+ users, CI/CD ready.

AgentsOpen SourceIntermediate
evaluationred-teaming+2
The Smol Training Playbook logo
Learning
Ready
The Smol Training Playbook

Hugging Face's 200+ page LLM pre-training guide. Documents SmolLM3 3B training journey.

LLMFreeAdvanced
pre-trainingfine-tuning+2
spaCy logo
GitHub RepoEnterprise
Ready
spaCy

Industrial-strength NLP with production-ready pipelines. C-like speed with Cython core.

DataOpen SourceIntermediate
nlpner+2
SurfSense logo
GitHub Repo
Ready
SurfSense

Open-source NotebookLM/Perplexity alternative. 11.4K stars, 15+ integrations.

AgentsOpen SourceIntermediate
researchknowledge-base+2
The Drive AI logo
AI ToolEnterprise
Ready
The Drive AI

Agentic workspace transforming files into intelligent AI agents. AI-powered storage.

AgentsFreemiumBeginner
workspacefile-management+2
Tines logo
AI ToolEnterprise
Ready
Tines

Intelligent workflow automation with AI agents for security operations. $125M Series C.

AutomationPaidIntermediate
securitysoar+2
TrueFoundry AI Gateway logo
AI ToolEnterprise
Ready
TrueFoundry AI Gateway

Unified AI gateway for 250+ LLMs with enterprise governance. Sub-3ms latency, 99.99% SLA.

AgentsFreemiumAdvanced
ai-gatewaygovernance+2
Understanding Deep Learning logo
Learning
Ready
Understanding Deep Learning

MIT Press textbook covering transformers, diffusion models. Free PDF by Simon J.D. Prince.

LLMFreeAdvanced
deep-learningtransformers+2
Unsloth logo
GitHub RepoEnterprise
Ready
Unsloth

2-5x faster, 70% less memory LLM fine-tuning. Works on free Colab/Kaggle.

LLMFreemiumIntermediate
fine-tuninglora+2
Voyage AI logo
APIEnterprise
Ready
Voyage AI

State-of-the-art embedding models for RAG. 9.74% better than OpenAI, 32K context.

LLMPaidIntermediate
embeddingsrag+2
Weights & Biases logo
AI ToolEnterprise
Ready
Weights & Biases

MLOps platform for experiment tracking, model management, and production monitoring.

AutomationFreemiumIntermediate
mlopsexperiment-tracking+2
xAI Grok logo
APIEnterprise
Ready
xAI Grok

Grok 4 with real-time web search and native tool use. Frontier-level performance.

LLMPaidIntermediate
real-timesearch+2
The AI Report logo
News/Blog
Ready
The AI Report

Daily AI news and analysis for professionals keeping up with AI developments.

GeneralFree
newsnewsletter+2
Replicate logo
API
Ready
Replicate

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

VisionPaidBeginner
image-generationapi+2
OpenAI Cookbook logo
Learning
Ready
OpenAI Cookbook

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

LLMFreeIntermediate
tutorialsexamples+2