Ollama local LLM + embedding provider for AgentForge — llama / mistral / qwen / mxbai-embed on localhost
Project description
agentforge-ollama
Ollama local LLM + embedding provider for AgentForge.
Talks to a local Ollama server (default
http://localhost:11434). Use it for fully-local agents, dev
loops without an API budget, or to run open-weight models
(llama3, qwen3, mistral, mxbai-embed-large) under the
same LLMClient / EmbeddingClient contracts as the cloud
providers.
Install
pip install "agentforge-ollama[ollama]"
You also need the Ollama daemon running locally:
ollama serve
ollama pull llama3.2:3b
Use
from agentforge import Agent
agent = Agent(model="ollama:llama3.2:3b")
Capabilities
OllamaClient.capabilities() declares {"tools", "streaming"}
when the model advertises tool support (the server reports this
via /api/show). Caching / extended thinking / vision are not
surfaced — Ollama doesn't expose them through a uniform API.
Cost is always zero (local inference).
License
Apache-2.0. See LICENSE.
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