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Grep or Embeddings? Agentic Search Over Company Documents — George He, LlamaIndex
AI Engineer · 2026, agentic search, RAG, hybrid retrieval
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.
14 matches for "meta"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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Harness Engineering: How to Build a Software Factory — Dru Knox, Tessl
AI Engineer · 2026, harness engineering, coding agents, software factory
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From Vibes to Production: Evaluating and Shipping AI Agents That Work 101 — Laurie Voss, Arize AI
AI Engineer · 2026, agent evaluation, tracing, LLM as judge
Providers and platforms
Meta Llama
Meta Model API and Llama docs · Beginner to advanced
Official path into current Llama families, prompt formats, open-weight deployment, Meta's newer hosted Model API surface, and integration decisions for both local and managed workflows.
Topics
Llama, Open models, Meta Model API, Muse Spark, Muse Code, Local models, Fine-tuning, Model deployment, Safety models
Learning paths
Frontier models and model selection
Builders choosing between Claude, GPT, Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, Perplexity, and hosted open models
Learn first
- When to use Claude or GPT-class reasoning models for complex coding, analysis, and long-horizon agent work
- How Gemini, Llama, Mistral, Cohere, DeepSeek, Qwen, Grok, and Perplexity differ by modality, openness, retrieval, coding, and price
- Context windows, output limits, latency, pricing, tool support, and eval-based routing
- How to migrate safely when frontier model versions change
Good matches
Open next
Resources
How Meta built safety into Muse
Agent security architecture guide · Meta AI · Intermediate to advanced
You want Meta's September 8, 2026 technical account of defense-in-depth for a long-running personal agent, including isolated runtime cells, credential surrogates, a separate permission authority, tainted-egress tracking, scoped approvals, browser controls, red teaming, and prompt-injection evals.
meta, muse, agent security, prompt injection, least privilege
Muse Spark 1.3
Model launch and selection guide · Meta AI · Intermediate
You are comparing frontier models for long-horizon coding or knowledge work and need Meta's September 2, 2026 release notes on Muse Spark 1.3's tool use, instruction following, user steering, multitasking, model self-awareness, and availability through Muse Code and Meta Model API.
meta, muse spark 1.3, frontier models, coding agents, long-horizon agents
Llama 4 prompt formats
Model docs · Meta Llama · Beginner to advanced
You need the current official Llama 4 prompt formats and model-card details before choosing Maverick or Scout for hosted or local deployment.
llama, meta, llama 4, prompt formats, open models
Llama docs overview
Docs overview · Meta Llama · Intermediate
You want Meta's official starting point for access, hosting, integrations, and next-step guides before wiring a Llama stack into tooling or eval configs.
llama, meta, docs overview, model selection, deployment
Meta Model API overview
API docs · Meta Llama · Intermediate
You want Meta's current hosted entry point for Muse Spark and agent-ready coding workflows rather than assuming the older Llama docs cover the newest API surface.
meta, model api, muse spark, muse code, coding agents
Llama Cookbook
GitHub repo · Meta Llama · Beginner to advanced
You want Meta's practical recipes for inference, fine-tuning, RAG, and end-to-end Llama applications.
llama, open models, rag, fine-tuning, deployment
Llama API models
Model docs · Meta Llama · Beginner to advanced
You need Meta's current model-card and prompt-format index before choosing which Llama family, size, or integration path to test.
llama, meta, open models, model cards, prompt formats
OpenRouter models API
API reference · OpenRouter · Intermediate
You want a machine-readable way to inspect current models, filters, and metadata across providers.
openrouter, model catalog, api reference, model routing, model selection
Pietro Montaldo: 9 Claude Skills I use daily
Substack guide · Pietro Montaldo · Beginner to intermediate
You want a concrete list of reusable Claude meta-skills for writing, fact-checking, file organization, decisions, and prompt building.
substack, claude skills, agent workflows, business automation, prompting