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Vector search and Weaviate
Weaviate · vector search, rag, embeddings, hybrid search
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
83 matches for "search"
Educators
Elvis Saravia
DAIR.AI Prompt Engineering Guide · Beginner to advanced
A broad prompt engineering guide with many concrete examples and patterns.
Skills
Prompting, RAG, Reasoning, Agents
Nathan Lambert
RLHF Book · Advanced
Good route into how models are trained after pretraining.
Skills
RLHF, Post-training, Alignment
Lilian Weng
Lilian Weng's AI posts · Advanced
Deep, well-structured technical summaries of major AI topics.
Skills
Agents, RAG, ML research
Latent Space
Latent Space · Intermediate to advanced
Good for staying current on how AI builders think about tools and models.
Skills
AI engineering, Industry context, Model ecosystem
Cohere For AI
Cohere For AI · Advanced
Useful for people who want research context and open science around language models.
Skills
NLP research, Open models, Multilingual AI
Igor Pogany
The AI Advantage · Beginner to intermediate
Practical, non-technical AI workflow education for people who want repeatable business results rather than tool trivia.
Skills
AI productivity, ChatGPT, Business workflows, Prompting
Bryan Zimmerman
AI Marketing Insiders · Beginner to intermediate
Skool community for marketers and owners who want AI marketing systems that work beyond generic prompt lists.
Skills
AI marketing, Campaign systems, Content workflows, Customer acquisition
Justin Welsh
The Saturday Solopreneur · Beginner to intermediate
Useful for non-technical solo operators who want systems for content, offers, and operations where AI can help.
Skills
Solopreneur systems, Content workflows, AI-assisted operations, Audience growth
Aadit Sheth
Aadit Sheth AI workflows · Beginner to intermediate
Shares practical AI and productivity workflows that are accessible to knowledge workers and creators.
Skills
AI productivity, Creator workflows, Prompting, Systems
Rachel Woods
The AI Exchange · Beginner to intermediate
Designed for professionals learning how to use AI in day-to-day business work without a technical background.
Skills
AI literacy, Productivity, Workflow design, Team training
Jeremy Caplan
Wonder Tools · Beginner to intermediate
Practical tool education for non-technical knowledge workers, with useful AI coverage and workflow context.
Skills
AI tools, Productivity, Creative workflows, Teaching
Ross Simmonds
Foundation Marketing · Beginner to intermediate
Good for marketers learning how AI fits content strategy, distribution, and research without ignoring quality.
Skills
AI content marketing, Distribution, SEO, Content systems
Aleyda Solis
LearningSEO.io and SEOFOMO · Beginner to intermediate
Useful for non-engineering marketers learning how AI affects search and SEO workflows.
Skills
AI SEO, Search strategy, Content optimization, Technical SEO basics
Kevin Indig
Growth Memo · Beginner to intermediate
Strong strategic analysis of AI search and growth shifts for marketers and leaders.
Skills
AI search, SEO strategy, Growth, Content systems
Eli Schwartz
Product-Led SEO · Beginner to intermediate
Helpful for leaders navigating SEO and organic growth as AI changes search behavior.
Skills
AI SEO, Organic growth, Search strategy, Product-led content
Amanda Natividad
SparkToro and content marketing · Beginner to intermediate
Useful for marketers learning to keep AI-assisted content grounded in real audience research.
Skills
Audience research, AI content, Marketing strategy, Zero-click content
Rand Fishkin
SparkToro · Beginner to intermediate
Clear strategic context for how AI changes discovery, search, and audience behavior.
Skills
AI search, Audience research, Marketing strategy, Content quality
Joanna Wiebe
Copyhackers · Beginner to intermediate
Strong conversion copy education for using AI as a research and drafting assistant while preserving customer language.
Skills
AI copywriting, Conversion copy, Customer research, Messaging
Kate Toon
The Recipe for SEO Success · Beginner to intermediate
Beginner-friendly SEO education for small businesses and copywriters adapting to AI-assisted content workflows.
Skills
AI SEO, Small business content, Copywriting, Search basics
Pat Flynn
Smart Passive Income · Beginner to intermediate
Useful creator-business education where AI fits into content, podcasting, research, and online product workflows.
Skills
AI for creators, Online business, Podcasting, Audience building
Justin Moore
Creator Wizard · Beginner to intermediate
Useful for creators applying AI to sponsorship research, pitches, and business development workflows.
Skills
AI sponsorship workflows, Creator business, Pitching, Negotiation
Start a Business While Employed using ChatGPT
Faststart on Maven · Beginner to intermediate
Non-technical business-building course using ChatGPT and low-cost tools for market research, business modeling, and launch planning.
Skills
ChatGPT, Business planning, Market research, Sales funnels
Nathan Labenz
The Cognitive Revolution · Intermediate to advanced
Useful for understanding what frontier AI builders and researchers are thinking about.
Skills
AI strategy, Research context, Industry understanding
Ben Lorica
The Data Exchange · Intermediate
Good practitioner interviews across data, ML, and AI engineering.
Skills
Data systems, ML engineering, AI trends
Providers and platforms
AssemblyAI
AssemblyAI YouTube · Beginner to intermediate
Practical developer tutorials and clear overviews of current AI engineering topics.
Topics
Speech AI, LLMs, Agents, ML concepts
Pinecone
Pinecone Learn · Beginner to advanced
Useful for understanding vector search, embeddings, chunking, retrieval, and RAG system design.
Topics
Vector databases, RAG, Embeddings, Search
Weaviate
Weaviate Academy · Beginner to intermediate
Good structured learning around vector databases, retrieval, and search relevance.
Topics
Vector search, RAG, Hybrid search, Embeddings
Vellum
Vellum Guides · Beginner to intermediate
Useful for product and ops teams that need practical LLM product concepts without getting lost in research.
Topics
Prompt management, Evals, Workflow design
MLOps Community
MLOps Community · Intermediate to advanced
Good for learning how practitioners actually ship and maintain ML/AI systems.
Topics
MLOps, Production ML, AI systems, Community learning
MarkTechPost
MarkTechPost · Intermediate
Useful as a discovery feed, but verify against papers and official repos before relying on it.
Topics
Research discovery, Tool discovery, AI news
Harvard CS50
CS50's Introduction to Artificial Intelligence with Python · Beginner to intermediate
A rigorous entry point into classical AI concepts, search, optimization, machine learning, neural networks, and language processing.
Topics
Search, Knowledge representation, ML foundations, AI foundations
Berkeley CS188
Introduction to Artificial Intelligence · Beginner to intermediate
Good grounding in search, games, probability, and reinforcement learning before LLM-specific work.
Topics
Search, Planning, Reinforcement learning, AI foundations
freeCodeCamp
freeCodeCamp AI and machine learning courses · Beginner to intermediate
Large library of practical tutorials for developers who prefer project-based learning.
Topics
Python, Machine learning, LLM apps, Coding with AI
Qdrant
Qdrant Learning Center · Beginner to intermediate
Good for vector search concepts and practical retrieval implementation.
Topics
Vector search, RAG, Embeddings, Search
Chroma
Chroma docs · Beginner to intermediate
Useful for fast local experiments with embeddings and retrieval.
Topics
Vector search, RAG, Embeddings, Local apps
Milvus
Milvus tutorials · Intermediate
Good for learning vector database concepts and scaling retrieval systems.
Topics
Vector databases, RAG, Embeddings, Search
Gumloop
Gumloop tutorials · Beginner to intermediate
Template-led way to learn AI automations for research, scraping, enrichment, and repetitive operations.
Topics
Automation, No-code AI, AI workflows, Agents
Google AI for Developers
Gemini API model docs · Beginner to advanced
Official Gemini material for learning the current stable, preview, latest, and experimental Gemini model lineup, plus the now-GA Interactions API, prompt design, function calling, background execution, Deep Research, Computer Use, Hooks, Live API, File Search, coding-agent setup, multimodal tradeoffs, and AI Studio workflows.
Topics
Gemini models, Multimodal AI, Long context, Model selection, AI Studio, Interactions API, Background execution, Deep Research, Computer Use, Hooks, Live API, Coding agents, File Search, API examples
Cohere
Cohere model docs · Beginner to advanced
Official material for learning Cohere chat, embedding, rerank, and LLM University material, especially for grounded enterprise retrieval workflows.
Topics
Command models, RAG, Embeddings, Reranking, Enterprise AI, Model selection, Course material
Official Qwen material for learning the Qwen3 family, multilingual and multimodal capabilities, local deployment paths, and function-calling behavior.
Topics
Qwen, Open models, Multilingual AI, Coding agents, Multimodal AI, Model selection
Perplexity
Perplexity API quickstart · Beginner to advanced
Official material for learning web-grounded AI search, Agent API workflows, citations, MCP-server access, retrieval, and model choice.
Topics
AI search, Search API, Agent API, Grounded answers, Model selection, Research workflows, MCP
Agent tools and skill directories
Skill marketplace
ClawHub
OpenClaw · Registry
Use this when you need a public registry for OpenClaw skills and plugins rather than hand-copying skill folders.
Start
Search from the CLI, inspect the skill source, and install only skills that match a real workflow.
Self-improving agent
Hermes Agent
Nous Research · Open-source agent
Use this when persistent memory, skill creation from completed tasks, and remote agent operation matter more than a simple chat UI.
Start
Read the README, run it in a contained environment, and test one recurring workflow before trusting broader memory.
Learning paths
Context engineering and MCP
Developers using coding agents and tool-connected workflows
Learn first
- How to structure instructions, memories, and skills
- When to use MCP servers versus retrieval or file search
- Subagents, hooks, and tool boundaries
- How to keep agent context small, relevant, and testable
Good matches
Open next
Resources
Perplexity Deep Research and Search API docs
API docs · Perplexity · Intermediate
You want to compare search, Sonar, Agent API, and cited research workflows from the primary source.
ai search, deep research, grounded answers, sonar, research workflows
Perplexity Deep Research Workflows
Cookbook · Perplexity · Intermediate
You want a current, implementation-focused Perplexity walkthrough for long-running deep-research jobs, async handling, and batch-style research flows.
deep research, agent api, async workflows, research workflows, grounded answers
OpenAI deep research guide
Guide · OpenAI · Intermediate to advanced
You want the official OpenAI path for long-running research tasks that combine reasoning, web search, remote MCP servers, and detailed cited reports.
openai, deep research, web search, mcp, research workflows
OpenAI tools guide
Guide · OpenAI · Intermediate
You need the official overview of built-in tools before deciding between plain model calls, retrieval, web search, or computer-use workflows.
openai, tools, agent workflows, file search, web search
OpenAI web search guide
Guide · OpenAI · Intermediate
You want the official OpenAI path for live web retrieval, citations, and freshness-aware research behavior inside agent workflows.
openai, web search, grounded answers, research workflows, agents
OpenAI Retrieval guide
Guide · OpenAI · Intermediate
You need the official path for file search, retrieval, and grounded answers before designing a RAG stack.
openai, retrieval, rag, file search, knowledge
Meet the Claude models
Model guide · Anthropic · Intermediate
You want Anthropic's learner-facing overview of the current Claude lineup before changing long-running agent, coding, or enterprise research workflows.
anthropic, claude 5, model lineup, model updates, frontier models
Gemini Agents Overview
Guide · Google AI for Developers · Intermediate
You want the official overview of Gemini managed agents, sandbox behavior, and when to use agent workflows instead of plain model calls.
gemini, agents, interactions api, deep research, coding agents
Gemini Managed Agents quickstart
Quickstart · Google AI for Developers · Intermediate
You want Google's practical quickstart for building managed Gemini agents with tools, system instructions, and server-side state instead of reading only the higher-level overview.
gemini, managed agents, interactions api, tools, stateful workflows
Gemini background execution
Guide · Google AI for Developers · Intermediate to advanced
You need Google's current pattern for long-running Gemini tasks such as deep research, multi-step agents, and server-side asynchronous execution.
gemini, background execution, interactions api, async workflows, deep research
Cohere models overview
Model docs · Cohere · Beginner to advanced
You need to choose between current Cohere Command, embedding, and rerank models for grounded enterprise search.
cohere, command, rag, embeddings, reranking
Perplexity API overview
API docs · Perplexity · Beginner to advanced
You need to understand Search, Agent, and Embeddings APIs for grounded AI research workflows and multi-provider model access.
perplexity, agent api, search api, ai search, grounded answers
Perplexity Agent API quickstart
Quickstart · Perplexity · Intermediate
You want the fastest official path into Perplexity's multi-provider Agent API before deciding how much search, tool use, or routing you need.
perplexity, agent api, multi-provider, web search, tool use
Perplexity Sonar models
Model docs · Perplexity · Intermediate
You need to compare Sonar, Sonar Pro, Sonar Reasoning Pro, and Sonar Deep Research for grounded search workflows.
perplexity, sonar, deep research, reasoning, model selection
Perplexity Sonar Deep Research
Model docs · Perplexity · Intermediate
You want the specific Sonar Deep Research tradeoffs, pricing, and workflow fit before using it for exhaustive cited research tasks.
perplexity, deep research, search grounding, model selection, research workflows
Perplexity Search Evals
GitHub repo · Perplexity · Intermediate
You want Perplexity's open evaluation suites for benchmarking grounded search quality and comparing search API behavior against other retrieval stacks.
perplexity, search evals, benchmarks, grounded answers, evaluation
Gemini Deep Research Agent
Guide · Google AI for Developers · Intermediate to advanced
You want the latest official Google docs for long-running research agents, cited reports, background execution, and MCP-aware investigation workflows.
gemini, deep research, agents, search grounding, research workflows
Gemini File Search
Guide · Google AI for Developers · Intermediate
You want Google's newest first-party retrieval path for grounded Gemini answers with managed chunking, indexing, and multimodal embeddings.
gemini, file search, rag, interactions api, grounded answers
Gemini URL Context
Guide · Google AI for Developers · Intermediate
You want Gemini to read and reason over live web pages directly, which is useful for cited research, page summarization, and web-grounded automation.
gemini, url context, web pages, grounded answers, research workflows
Gemini Google Search grounding
Guide · Google AI for Developers · Intermediate
You need the official Google path for grounding Gemini with Google Search instead of relying on stale prompts or manual search glue.
gemini, google search, grounding, research workflows, agents
Cohere Rerank guide
Guide · Cohere · Intermediate
You are learning RAG quality work and want a focused official guide on reranking before debugging retrieval only through prompt changes.
cohere, reranking, rag, retrieval, search relevance
Cohere Embed guide
Guide · Cohere · Intermediate
You want Cohere's official embedding guidance for multilingual retrieval, semantic search, and RAG ingestion choices.
cohere, embeddings, rag, retrieval, multilingual
Automations in Grok
Product guide · xAI · Beginner to intermediate
You want a current example of how xAI is packaging repeatable agent workflows for reminders, scheduled research, and recurring task execution.
xai, grok, automations, workflows, scheduled tasks
xAI Web Search
Tool docs · xAI · Intermediate
You want xAI's official grounded-search tool docs before using Grok for real-time web research or tool-using agent workflows.
xai, web search, grounded answers, tool use, agents
Grok release notes
Product release notes · xAI · Beginner to intermediate
You want the end-user Grok release stream for recent product changes such as Automations, DeepSearch behavior, and workflow packaging outside the raw API docs.
xai, grok, release notes, automations, research workflows
Perplexity Agent API models
Model docs · Perplexity · Intermediate
You need Perplexity's current multi-provider model table for grounded agent workflows and fallback behavior.
perplexity, agent api, model selection, search, research workflows
Perplexity Search API
API docs · Perplexity · Intermediate
You need ranked web results and domain filtering rather than only generated summaries.
perplexity, search api, ai search, grounded answers, rag
Perplexity Prompt Guide
Guide · Perplexity · Intermediate
You want Perplexity's official guidance for prompting a bounded search-and-tool loop instead of writing prompts as if the model were single-shot chat.
perplexity, agent api, prompting, tool use, web search
Perplexity Embeddings API
API docs · Perplexity · Intermediate
You want the official Perplexity embeddings entry point before designing retrieval, semantic search, or hybrid RAG pipelines around its newer embedding models.
perplexity, embeddings, rag, retrieval, semantic search
Perplexity Cookbook
Cookbook · Perplexity · Intermediate
You want copyable Perplexity examples for grounded search, embeddings, and end-to-end RAG work instead of assembling the workflow from scattered reference pages.
perplexity, cookbook, rag, agent api, embeddings
RAG with Perplexity Embeddings
Guide · Perplexity · Intermediate
You want Perplexity's practical guidance for turning its embeddings and search stack into a real RAG workflow instead of reading only low-level API docs.
perplexity, rag, embeddings, retrieval, search
Perplexity MCP server overview
Guide · Perplexity · Intermediate
You want Perplexity's official MCP path for bringing grounded search into agent workflows and tool-connected research setups, including the newer remote-server option alongside local setup.
perplexity, mcp, search, research workflows, grounded answers
Perplexity API changelog
Release notes · Perplexity · Intermediate
You need the current Perplexity source of truth for new Agent API models, retired model IDs, MCP changes, and platform-level migration updates such as the July 2026 move from Sonar-backed tools to Agent API presets.
perplexity, agent api, release notes, model updates, migrations
Perplexity Remote MCP Server
Release note / integration guide · Perplexity · Intermediate
You want the current hosted MCP entry point at `https://api.perplexity.ai/mcp` so clients can use Perplexity search tools without installing or updating a local MCP server.
perplexity, mcp, remote server, search, research workflows
Perplexity migrate from Sonar to Agent API
Migration guide · Perplexity · Intermediate
You still have Sonar-based code or OpenAI-compatible chat-completions integrations and need the current Perplexity migration path into the Agent API.
perplexity, agent api, migration, sonar, search
OpenRouter Search Models server tool
Guide · OpenRouter · Intermediate to advanced
You want agents to inspect and filter OpenRouter's live model catalog programmatically instead of hardcoding model IDs or capability assumptions.
openrouter, search models, server tools, model selection, agents