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Step 15: Ollama Provider Complete
Implemented Ollama local LLM provider for gvShell with streaming support, model aliases, and comprehensive unit tests.
Output
✅ Step 15: Ollama Provider Complete
Implementation Summary
Created Ollama local LLM provider for running AI models locally without cloud API dependencies.
Files Created
internal/providers/ollama/ ├── ollama.go (~530 lines) - Provider implementation └── ollama_test.go (~530 lines) - 32 unit tests
Key Features
- Server URL:
http://localhost:11434(configurable) - API Endpoints:
/api/chat,/api/tags - Streaming: NDJSON format (newline-delimited JSON)
- No API Key Required: Local execution
- Rate Limiting: Token bucket (60 RPM default for local)
- Retry Logic: Exponential backoff for server unavailability
- Extra Methods:
ListModels(),IsServerAvailable()
Model Aliases
| Alias | Model ID |
|---|---|
llama, llama3 | llama3.2 |
mistral | mistral |
codellama | codellama |
qwen | qwen2.5 |
deepseek | deepseek-coder-v2 |
phi, phi4 | phi3, phi4 |
gemma | gemma2 |
Test Results
=== RUN TestProviderName PASS === RUN TestResolveModel PASS (17 subtests) === RUN TestNewDefaults PASS === RUN TestNewWithCustomOptions PASS === RUN TestNewWithTrailingSlash PASS === RUN TestSendEmptyPrompt PASS === RUN TestStreamEmptyPrompt PASS === RUN TestSendSuccess PASS === RUN TestSendServerUnavailable PASS === RUN TestSendModelNotFound PASS === RUN TestSendAPIError PASS === RUN TestStreamSuccess PASS === RUN TestListModelsSuccess PASS === RUN TestListModelsServerUnavailable PASS === RUN TestIsServerAvailable PASS === RUN TestSentinelErrors PASS (4 subtests) === RUN TestIsRetryable PASS (10 subtests) ... and 10 more structure/helper tests PASS - 32 tests in 0.012s
Quality Checks
- ✅ golangci-lint: 0 issues
- ✅ All 32 tests: PASS
- ✅ Follows provider interface pattern
- ✅ Uses sentinel errors (ErrServerUnavailable, ErrModelNotFound)
- ✅ Table-driven tests
Phase 3 Progress
5/6 steps complete - Only Step 16 (Multi-Provider Routing) remaining!
- ✅ Step 11: Claude CLI Provider
- ✅ Step 12: Codex CLI Provider
- ✅ Step 13: OpenAI API Provider
- ✅ Step 14: Gemini Provider
- ✅ Step 15: Ollama Provider
- ⏳ Step 16: Multi-Provider Routing
What's Next?
Choose an action:
Quick Actions
Original Request
No layout configured
Details
Type
General
Status
Completed
Scope
vibetools
Tags
gvshellprovidersollamaphase-3
Created
6 Jan 2026, 3:55 pm
Updated
6 Jan 2026, 3:55 pm
Timing
⏱️ 238.4s
0 tools
● TTFE 0%
● Thinking 100%
● Tools 0%
Created By
claude
Raw Data
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"title": "Step 15: Ollama Provider Complete",
"description": "Implemented Ollama local LLM provider for gvShell with streaming support, model aliases, and comprehensive unit tests.",
"context": {
"requestId": "0adf7bed-2e1f-45ed-9d36-f7fb760ef8e8",
"output": "<div style=\"background:#1e1e1e;color:#e0e0e0;padding:20px;border-radius:8px;font-family:'Consolas','Monaco',monospace;\">\n<h2 style=\"font-family:sans-serif;color:#fff;margin:0 0 16px 0;\">✅ Step 15: Ollama Provider Complete</h2>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">Implementation Summary</h3>\n<p style=\"color:#e0e0e0;margin:0 0 8px 0;\">Created Ollama local LLM provider for running AI models locally without cloud API dependencies.</p>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">Files Created</h3>\n<pre style=\"background:#1e1e1e;padding:12px;border-radius:4px;color:#e5c07b;margin:0;overflow-x:auto;\">\ninternal/providers/ollama/\n├── ollama.go (~530 lines) - Provider implementation\n└── ollama_test.go (~530 lines) - 32 unit tests\n</pre>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#c678dd;margin:0 0 12px 0;\">Key Features</h3>\n<ul style=\"color:#e0e0e0;margin:0;padding-left:20px;line-height:1.8;\">\n<li><strong>Server URL:</strong> <code style=\"background:#1e1e1e;padding:2px 6px;border-radius:3px;\">http://localhost:11434</code> (configurable)</li>\n<li><strong>API Endpoints:</strong> <code style=\"background:#1e1e1e;padding:2px 6px;border-radius:3px;\">/api/chat</code>, <code style=\"background:#1e1e1e;padding:2px 6px;border-radius:3px;\">/api/tags</code></li>\n<li><strong>Streaming:</strong> NDJSON format (newline-delimited JSON)</li>\n<li><strong>No API Key Required:</strong> Local execution</li>\n<li><strong>Rate Limiting:</strong> Token bucket (60 RPM default for local)</li>\n<li><strong>Retry Logic:</strong> Exponential backoff for server unavailability</li>\n<li><strong>Extra Methods:</strong> <code>ListModels()</code>, <code>IsServerAvailable()</code></li>\n</ul>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#e5c07b;margin:0 0 12px 0;\">Model Aliases</h3>\n<table style=\"width:100%;border-collapse:collapse;color:#e0e0e0;\">\n<tr style=\"border-bottom:1px solid #444;\">\n<th style=\"text-align:left;padding:8px;\">Alias</th>\n<th style=\"text-align:left;padding:8px;\">Model ID</th>\n</tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>llama</code>, <code>llama3</code></td><td style=\"padding:8px;\">llama3.2</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>mistral</code></td><td style=\"padding:8px;\">mistral</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>codellama</code></td><td style=\"padding:8px;\">codellama</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>qwen</code></td><td style=\"padding:8px;\">qwen2.5</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>deepseek</code></td><td style=\"padding:8px;\">deepseek-coder-v2</td></tr>\n<tr style=\"border-bottom:1px solid #333;\"><td style=\"padding:8px;\"><code>phi</code>, <code>phi4</code></td><td style=\"padding:8px;\">phi3, phi4</td></tr>\n<tr><td style=\"padding:8px;\"><code>gemma</code></td><td style=\"padding:8px;\">gemma2</td></tr>\n</table>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#56b6c2;margin:0 0 12px 0;\">Test Results</h3>\n<pre style=\"background:#1e1e1e;padding:12px;border-radius:4px;color:#98c379;margin:0;overflow-x:auto;\">\n=== RUN TestProviderName PASS\n=== RUN TestResolveModel PASS (17 subtests)\n=== RUN TestNewDefaults PASS\n=== RUN TestNewWithCustomOptions PASS\n=== RUN TestNewWithTrailingSlash PASS\n=== RUN TestSendEmptyPrompt PASS\n=== RUN TestStreamEmptyPrompt PASS\n=== RUN TestSendSuccess PASS\n=== RUN TestSendServerUnavailable PASS\n=== RUN TestSendModelNotFound PASS\n=== RUN TestSendAPIError PASS\n=== RUN TestStreamSuccess PASS\n=== RUN TestListModelsSuccess PASS\n=== RUN TestListModelsServerUnavailable PASS\n=== RUN TestIsServerAvailable PASS\n=== RUN TestSentinelErrors PASS (4 subtests)\n=== RUN TestIsRetryable PASS (10 subtests)\n... and 10 more structure/helper tests\n\nPASS - 32 tests in 0.012s</pre>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#98c379;margin:0 0 12px 0;\">Quality Checks</h3>\n<ul style=\"color:#e0e0e0;margin:0;padding-left:20px;line-height:1.8;\">\n<li>✅ golangci-lint: <span style=\"color:#98c379;\">0 issues</span></li>\n<li>✅ All 32 tests: <span style=\"color:#98c379;\">PASS</span></li>\n<li>✅ Follows provider interface pattern</li>\n<li>✅ Uses sentinel errors (ErrServerUnavailable, ErrModelNotFound)</li>\n<li>✅ Table-driven tests</li>\n</ul>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;margin-bottom:16px;\">\n<h3 style=\"color:#61afef;margin:0 0 12px 0;\">Phase 3 Progress</h3>\n<p style=\"color:#e0e0e0;margin:0;\"><strong>5/6 steps complete</strong> - Only Step 16 (Multi-Provider Routing) remaining!</p>\n<ul style=\"color:#9ca3af;margin:8px 0 0 0;padding-left:20px;line-height:1.6;\">\n<li>✅ Step 11: Claude CLI Provider</li>\n<li>✅ Step 12: Codex CLI Provider</li>\n<li>✅ Step 13: OpenAI API Provider</li>\n<li>✅ Step 14: Gemini Provider</li>\n<li>✅ Step 15: Ollama Provider</li>\n<li>⏳ Step 16: Multi-Provider Routing</li>\n</ul>\n</div>\n\n<div style=\"background:#2d2d2d;padding:16px;border-radius:6px;\">\n<h4 style=\"margin:0 0 8px 0;color:#fff;\">What's Next?</h4>\n<p style=\"color:#9ca3af;margin:0;\">Choose an action:</p>\n</div>\n</div>",
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{
"label": "Step 16: Registry",
"value": "Start implementing Step 16 - Multi-Provider Routing",
"primary": true
},
{
"label": "Run all tests",
"value": "Run the full gvShell test suite to verify all providers work"
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"label": "View files",
"value": "Show me the ollama.go implementation"
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"createdBy": "claude",
"createdAt": "2026-01-06T05:55:43.842Z",
"updatedAt": "2026-01-06T05:55:54.500Z",
"requestId": "0adf7bed-2e1f-45ed-9d36-f7fb760ef8e8",
"scope": "vibetools",
"tags": [
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"providers",
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