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Tools💻 Code & DevelopmentRig
Rig

Rig

Free

Build modular and scalable LLM applications in Rust

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 7d ago
69/100Monitor
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In short

Rig — Build modular and scalable LLM applications in Rust. Best for Rust developers building production LLM applications, Teams needing type-safe AI agent orchestration, Developers deploying AI as single binary or WASM. Free to use.

Compared withvs Locus Roboticsvs Truleovs Presto Voice

Is Rig actually worth it?

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Editorial Verdict

Best for
Rust developers building production LLM applicationsTeams needing type-safe AI agent orchestrationDevelopers deploying AI as single binary or WASMEngineers building multi-agent systems with composable workflowsRust shops adding AI capabilities without changing stack
Not ideal for
Non-Rust developers looking for quick scripting solutionUsers wanting graphical interface or no-code setupProjects needing extensive pre-built integrations beyond listed onesBeginners unfamiliar with Rust async/await patternsTeams that prefer Python's AI ecosystem breadth

The best choice for Rust teams that want type-safe AI agent orchestration with no framework overhead. If you need LLM features in Rust, Rig's compile-time checks and unified provider API beat gluing together custom clients. Not for non-Rust developers or those wanting a GUI.

Compare with: Rig vs Draftbit, Rig vs Shipixen, Rig vs Cognition AI

Last verified: July 2026

What's new in Rig

Checked 7 days ago

Across the latest 1 update: 1 news mention.

NewsBlog·Jun 3Newest

One million downloads special 🥳

Rig celebrates 1M downloads, announces new maintainer, and reflects on past, present, and future.

Viability Score

69/100
Monitor

How likely is Rig to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
40
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Type-safe tool arguments and structured output
  • Unified API across 20+ LLM providers
  • Agent builder with preamble, tools, streaming, RAG
  • Streaming tokens with backpressure-friendly streams
  • RAG with provider-agnostic embeddings
  • Pluggable vector stores (10+ supported)
  • Multi-agent workflows with parallel execution
  • Tracing hooks, mock models, VCR cassettes
  • Embeddings builder for vector embeddings
  • Memory support per agent
  • Model Context Protocol (MCP) integration
  • Loader system for document ingestion
  • Deploy as single binary or WebAssembly
  • Recent gpt-5.5 and gpt-5 model support
  • No runtime overhead

About Rig

FreeIntermediateAPI availableAPI · CLI

Rig is a Rust library for building LLM-powered applications and agents. It provides a unified API over 20+ model providers (OpenAI, Anthropic, Gemini, Groq, Cohere, and more), vector stores, tools, and RAG pipelines, enabling you to wire up an agent in a few lines and scale to production. Rig targets Rust developers who want performance, type safety, and no context-switching when adding AI to their stack. Its builder pattern lets you create agents with system prompts, tools, streaming, RAG, and multi-agent workflows, all checked at compile time. Features include type-safe tool arguments, structured output as ordinary Rust types, streaming tokens with backpressure-friendly streams, provider-agnostic embeddings, and pluggable vector stores (10+ supported). Rig compiles to a single binary or WebAssembly for deployment on servers, edge, or browsers. Recent releases add support for OpenAI gpt-5.5 and gpt-5 models. With 1M+ downloads and 7K+ GitHub stars, Rig is production-ready for Rust AI applications.

Behind the Verdict

Rig fills a specific niche: Rust-native AI orchestration with compile-time verified schemas. If you're building production LLM applications in Rust, it's the most sensible option—no other library offers type-safe tool arguments and structured output checked before network calls. Its builder pattern is clean: you chain methods to set a preamble, add tools, enable streaming, attach a vector store, and get an agent ready to prompt. We'd reach for this when we need a single binary deployment (Rust compiles to a static binary or WASM) and want to avoid Python dependencies. However, Rig requires Rust proficiency; it's not for quick scripting or non-technical users. Compared to Python frameworks like LangChain or LlamaIndex, Rig sacrifices ecosystem breadth for performance and safety—you get less pre-built integrations but far better compile-time guarantees. Real-world caveat: the vector store integrations are pluggable but fewer than Python alternatives (10+ vs 30+). Multi-agent workflows are solid but the community is smaller. That said, with 1.4M+ downloads and recent surges into gpt-5.x support, the library is maturing fast. Pricing is open-source free forever.

Researching Rig? Get your full AI stack in 60 seconds.

Free, no signup — tell us your goal and get tools matched to your budget & existing stack.

Use Cases

  • Build a conversational agent with tools and context for customer support.
  • Create a RAG pipeline to ground LLM responses in your own documents.
  • Develop a multi-agent workflow that routes tasks to specialized models.
  • Deploy an AI feature as a single binary to edge servers or browser WASM.
  • Automate text extraction and classification with type-safe structured output.
  • Implement a Discord bot that uses streaming responses and tool calls.

Models Under the Hood

gpt-5.5gpt-5

Limitations

  • Rig is a Rust library and requires Rust development skills.
  • It does not provide a graphical interface or managed cloud service.
  • Integration options are limited to the listed providers and vector stores; custom integrations require extending Rig.
  • As an open-source project, support relies on community and documentation.

12-month cost

Project the real annual outlay, including the implied monthly cost when only an annual tier is published.

Annual total
Free
Over 12 months
Effective monthly
—
—

Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.

Integrations

OpenAIAnthropicGeminiGroqCohereLanceDBMongoDBNeo4jQdrantSurrealDBMCP

Resources & Guides

  • Documentationrig.rs

    Docs · Rig

    Full product docs from rig.rs

Frequently Asked Questions

Tools that pair well with Rig

Common stack mates teams adopt alongside Rig, with the specific reason each pairing earns its keep.

Draftbit

Draftbit

Visually build native & web apps with AI agents and exportable code

Shipixen

Shipixen

Generate & deploy Next.js landing pages in 5 minutes with AI.

Cognition AI

Cognition AI

Autonomous AI software engineer for enterprise production code

Featured Head-to-Head Comparisons

Rig vs Locus Robotics

Rig vs Truleo

Rig vs Presto Voice

Alternatives to Rig

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Draftbit

Draftbit

Visually build native & web apps with AI agents and exportable code

FreemiumTry
Shipixen

Shipixen

Generate & deploy Next.js landing pages in 5 minutes with AI.

PaidTry
Cognition AI

Cognition AI

Autonomous AI software engineer for enterprise production code

FreemiumTry

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Details

Pricing
Free
Skill Level
Intermediate
Platforms
API, CLI
API Available
Yes
Pricing & overview verified
7d ago

Categories

💻 Code & Development🤖 Automation & Agents

Best-of guides

Best AI Tools for Coding & DevelopmentBest AI Workflow Automation & Agent Tools

Topics

AgentRAGAPIOpen SourceCode Generation

Resources

Official Website
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