Ollama LLM Integration

v 18.0 Third Party 114

Availability	Odoo Online Odoo.sh On Premise
Odoo Apps Dependencies	Discuss (mail)
Community Apps Dependencies	Show • LLM Integration Base • LLM Tool
Lines of code	3071
Technical Name	`llm_ollama`
License	LGPL-3
Website	https://github.com/apexive/odoo-llm
Versions	16.0 18.0

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Availability	Odoo Online Odoo.sh On Premise
Odoo Apps Dependencies	Discuss (mail)
Community Apps Dependencies	Show • LLM Integration Base • LLM Tool
Lines of code	3071
Technical Name	`llm_ollama`
License	LGPL-3
Website	https://github.com/apexive/odoo-llm
Versions	16.0 18.0

Description
Documentation

Local AI Provider

Ollama Provider for Odoo LLM

Connect your Odoo instance with locally deployed open-source models.

Run Llama, Mistral, Vicuna and more locally with full privacy

Full Privacy

Local Deployment

Open Source

What is Ollama Provider?

Run open-source AI models on your own hardware

The Ollama Provider module extends the LLM Integration Base to connect with locally deployed Ollama models. This module allows you to use Llama, Mistral, Vicuna, and other open-source models directly from your Odoo instance with full privacy and control, without sending data to external APIs.

Key Benefits

Why choose local AI with Ollama

Complete Privacy

Your data never leaves your server. Run AI with complete control and compliance.

No API Costs

Run unlimited queries without per-token charges. Only pay for your hardware.

Function Calling

Enable AI models to execute functions through a standardized interface.

Configuration

Get started with local AI

Install the module in your Odoo instance
Set up Ollama on your server or local machine
Navigate to LLM → Configuration → Providers
Create a new provider and select "Ollama" as the provider type
Enter your Ollama server URL (default: http://localhost:11434)
Click "Fetch Models" to import available models
Set default models for text generation

Technical Details

Requirements and dependencies

Module Information

Dependencies:

llm, llm_tool, llm_mail_message_subtypes

Python Packages:

ollama

Category:

Technical

License:

LGPL-3

Supported Models

Llama 3, Mistral, Vicuna, Codellama, Phi, Gemma, and any model available in the Ollama library.

Related Modules

Build your complete AI ecosystem

LLM Base

Core framework for AI integration. Required dependency for all LLM modules.

LLM Thread

Persistent chat conversations with streaming responses and message history.

LLM Assistant

Create specialized AI assistants with custom prompts and personalities.

OpenAI Provider

Connect to OpenAI, Gemini, Grok, DeepSeek, and any OpenAI-compatible API.

LLM Tool

Enable AI to execute Odoo functions with the @llm_tool decorator.

LLM Knowledge

RAG-powered knowledge base with semantic search and document indexing.

Ollama Provider for Odoo LLM Integration

Local AI deployment with Ollama - privacy-focused, no API costs.

Module Type: 🔧 Provider (Local/Privacy-Focused)

Architecture

┌─────────────────────────────────────────────────────────────────┐
│                    Used By (Any LLM Module)                     │
│  ┌─────────────┐  ┌───────────┐  ┌─────────────┐  ┌───────────┐ │
│  │llm_assistant│  │llm_thread │  │llm_knowledge│  │llm_generate│ │
│  └──────┬──────┘  └─────┬─────┘  └──────┬──────┘  └─────┬─────┘ │
└─────────┼───────────────┼───────────────┼───────────────┼───────┘
          └───────────────┴───────┬───────┴───────────────┘
                                  ▼
          ┌───────────────────────────────────────────────┐
          │          ★ llm_ollama (This Module) ★         │
          │           Ollama Provider (Local AI)          │
          │  🔒 Llama 3 │ Mistral │ CodeLlama │ Phi │ etc │
          └─────────────────────┬─────────────────────────┘
                    ┌───────────┴───────────┐
                    ▼                       ▼
┌───────────────────────────┐   ┌───────────────────────────┐
│           llm             │   │      Ollama Server        │
│    (Core Base Module)     │   │   (localhost:11434)       │
└───────────────────────────┘   └───────────────────────────┘

Installation

What to Install

For local AI chat (no external API):

# 1. Install Ollama on your server first
curl -fsSL https://ollama.ai/install.sh | sh
ollama pull llama3

# 2. Install the Odoo module
odoo-bin -d your_db -i llm_assistant,llm_ollama

Why Choose Ollama?

Common Setups

I want to...	Install
Local AI chat	`llm_assistant` + `llm_ollama`
Local AI + RAG	Above + `llm_knowledge` + `llm_pgvector`
Mixed (local + cloud)	Install both `llm_ollama` + `llm_openai`

Features

Connect to Ollama with proper configuration
Support for various open-source models (Llama, Mistral, etc.)
Text generation capabilities
Function calling support
Automatic model discovery
Local deployment for privacy and control

Configuration

Install Ollama on your server
Navigate to LLM > Configuration > Providers
Create provider with URL (default: http://localhost:11434)
Click "Fetch Models" to import available models

Technical Specifications

Version: 18.0.1.1.0
License: LGPL-3
Dependencies: llm
Python Package: ollama

License

LGPL-3

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