Octotools

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OctoTools is an open-source agentic framework that provides extensible tools for complex reasoning. It supports a broad range of LLM engines and offers a training-free integration of new tools.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is octotools?

OctoTools is an open-source, training-free, and easily extensible agentic framework designed to tackle complex reasoning across diverse domains. It introduces standardized tool cards to encapsulate tool functionality, a planner for both high-level and low-level planning, and an executor to carry out tool usage. The framework enables training-free integration of new tools without additional training or refinement. OctoTools supports a wide array of LLM engines, including OpenAI, Azure OpenAI, Anthropic, TogetherAI, DeepSeek, Gemini, Grok, vLLM, LiteLLM, Forge, and Ollama. It has demonstrated substantial accuracy gains over other frameworks in various complex reasoning tasks.

Best used for

Ideal for developers and data scientists who need to build and experiment with AI agents, integrate various LLM engines, and automate complex reasoning tasks. Especially valuable for researchers looking to benchmark agent performance and optimize toolsets for specific applications.

Common actions

build AI agents

integrate LLMs

automate complex reasoning

optimize toolsets

face swappinggithub copilot"AI Agents"collaborationdeepfakeworkflowsopen-sourcelow-code/no-codeautomated workflow

Capabilities

Key features

Extensible tool cards
High-level planning
Low-level planning
Tool usage executor
Broad LLM engine support
Task-specific toolset optimization

Target Audience

developerdata scientist

Integrations

openaiazure-openaianthropictogetheraideepseekgoogle-geminigrokvllm+ 2 more

Pricing & Plans

Open Source

Free

FAQs

What types of LLM engines does OctoTools support?

OctoTools supports a broad range of LLM engines, including OpenAI (GPT-4o, GPT-3.5-turbo), Azure OpenAI, Anthropic (Claude models), TogetherAI, DeepSeek, Gemini, Grok, vLLM, LiteLLM, Forge, and Ollama. This allows for flexible integration with various models.

How does OctoTools integrate new tools without additional training?

OctoTools uses standardized tool cards that encapsulate tool functionality and metadata. This design enables training-free integration of new tools, allowing users to extend the framework's capabilities without needing to retrain models or refine the core framework.

Can OctoTools be used for local LLM inference?

Yes, OctoTools supports local LLM inference through integrations with vLLM and Ollama. This allows users to utilize local checkpoint models for customization and inference, providing flexibility for specific use cases or privacy requirements.

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