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Release local embeddings and local sqlite-vec without need for chroma.

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Lukasz Raczylo
2025-12-16 11:42:59 +00:00
parent 2974ef811b
commit a981842304
5 changed files with 36 additions and 99 deletions
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docs/src/App.vue
+13 -60
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@@ -202,14 +202,13 @@
<!-- Requirements Section -->
<section id="requirements" class="py-20 lg:py-28 px-4 sm:px-6 bg-slate-900/30">
<div class="max-w-6xl mx-auto">
<SectionHeader title="Requirements" subtitle="Minimal dependencies. Maximum functionality." />
<SectionHeader title="Requirements" subtitle="Minimal dependencies. Everything else is built-in." />
<div class="grid md:grid-cols-2 gap-6 sm:gap-8">
<!-- Required -->
<div class="max-w-xl mx-auto">
<div class="glass rounded-2xl p-5 sm:p-6">
<div class="flex items-center gap-2 mb-4">
<i class="fas fa-check-circle text-green-500"></i>
<span class="text-white font-semibold text-sm sm:text-base">Required</span>
<span class="text-white font-semibold text-sm sm:text-base">That's all you need</span>
</div>
<div class="space-y-3">
<div v-for="req in requiredDeps" :key="req.name" class="flex items-start gap-3 p-3 bg-slate-800/50 rounded-lg">
@@ -220,57 +219,12 @@
</div>
</div>
</div>
</div>
<!-- Optional -->
<div class="glass rounded-2xl p-5 sm:p-6">
<div class="flex items-center gap-2 mb-4">
<i class="fas fa-plus-circle text-amber-500"></i>
<span class="text-white font-semibold text-sm sm:text-base">Optional (for semantic search)</span>
</div>
<div class="space-y-3">
<div v-for="req in optionalDeps" :key="req.name" class="flex items-start gap-3 p-3 bg-slate-800/50 rounded-lg">
<i :class="[req.icon, 'text-slate-500 mt-0.5']"></i>
<div>
<code class="text-white text-xs sm:text-sm font-semibold">{{ req.name }}</code>
<p class="text-slate-400 text-xs mt-1">{{ req.description }}</p>
</div>
</div>
</div>
<p class="text-slate-500 text-xs mt-4">
<i class="fas fa-info-circle mr-1"></i>
Without these, core functionality (SQLite storage, full-text search) still works.
No Python. No external services. Semantic search with local embeddings is built-in.
</p>
</div>
</div>
<div class="mt-6 sm:mt-8 glass rounded-xl p-4 sm:p-5">
<div class="flex items-center gap-2 mb-3">
<i class="fas fa-terminal text-amber-500"></i>
<span class="text-white font-semibold text-sm">Install optional dependencies</span>
</div>
<div class="grid sm:grid-cols-3 gap-3 text-xs">
<div class="bg-slate-800/50 rounded-lg p-3">
<p class="text-slate-400 mb-2">macOS</p>
<code class="text-amber-400">brew install python3</code><br>
<code class="text-amber-400">pip3 install uv</code>
</div>
<div class="bg-slate-800/50 rounded-lg p-3">
<p class="text-slate-400 mb-2">Linux</p>
<code class="text-amber-400">apt install python3</code><br>
<code class="text-amber-400">pip3 install uv</code>
</div>
<div class="bg-slate-800/50 rounded-lg p-3">
<p class="text-slate-400 mb-2">Windows</p>
<code class="text-amber-400">winget install Python.Python.3</code><br>
<code class="text-amber-400">pip install uv</code>
</div>
</div>
<p class="text-slate-500 text-xs mt-3">
<i class="fas fa-info-circle mr-1"></i>
Requires Python 3.13+. Most package managers install the latest version.
</p>
</div>
</div>
</section>
@@ -320,18 +274,22 @@
<section class="py-20 lg:py-28 px-4 sm:px-6">
<div class="max-w-6xl mx-auto">
<SectionHeader title="Under the hood" subtitle="Built with simplicity and performance in mind" />
<div class="grid sm:grid-cols-3 gap-4 sm:gap-8 text-center">
<div class="grid sm:grid-cols-2 lg:grid-cols-4 gap-4 sm:gap-6 text-center">
<div class="glass rounded-2xl p-6 sm:p-8 hover:border-amber-500/30 transition-colors">
<div class="text-3xl sm:text-4xl font-bold text-amber-500 mb-2">Go</div>
<p class="text-slate-400 text-xs sm:text-sm">Worker service and hooks. Fast startup, low memory footprint, zero runtime dependencies.</p>
<p class="text-slate-400 text-xs sm:text-sm">Single binary. Fast startup, low memory. Zero runtime dependencies.</p>
</div>
<div class="glass rounded-2xl p-6 sm:p-8 hover:border-amber-500/30 transition-colors">
<div class="text-3xl sm:text-4xl font-bold text-amber-500 mb-2">SQLite</div>
<p class="text-slate-400 text-xs sm:text-sm">FTS5 full-text search. Single file database. No server to manage. Survives restarts.</p>
<p class="text-slate-400 text-xs sm:text-sm">FTS5 full-text search. Single file database. Survives restarts.</p>
</div>
<div class="glass rounded-2xl p-6 sm:p-8 hover:border-amber-500/30 transition-colors">
<div class="text-3xl sm:text-4xl font-bold text-amber-500 mb-2">ChromaDB</div>
<p class="text-slate-400 text-xs sm:text-sm">Vector embeddings for semantic search. "Fix auth" finds "JWT validation issue" automatically.</p>
<div class="text-3xl sm:text-4xl font-bold text-amber-500 mb-2">sqlite-vec</div>
<p class="text-slate-400 text-xs sm:text-sm">Embedded vector database. No external services required.</p>
</div>
<div class="glass rounded-2xl p-6 sm:p-8 hover:border-amber-500/30 transition-colors">
<div class="text-3xl sm:text-4xl font-bold text-amber-500 mb-2">MiniLM</div>
<p class="text-slate-400 text-xs sm:text-sm">Local embeddings via ONNX. "Fix auth" finds "JWT issue" automatically.</p>
</div>
</div>
</div>
@@ -466,11 +424,6 @@ const requiredDeps = [
{ name: 'jq', description: 'JSON processor used during installation. Usually pre-installed on most systems.', icon: 'fas fa-code' },
]
const optionalDeps = [
{ name: 'Python 3.13+', description: 'Required for ChromaDB semantic search. Natural language queries like "that auth bug" work.', icon: 'fab fa-python' },
{ name: 'uv', description: 'Python package manager for ChromaDB MCP server. Provides the uvx command.', icon: 'fas fa-box' },
]
const faqs = [
{ question: 'Will it confuse Claude with wrong context?', answer: 'No. Mnemonic uses project isolation and semantic relevance scoring. Only memories from the current project (or global best practices) are injected, and only when they\'re actually relevant to your prompt.' },
{ question: 'What exactly gets saved?', answer: 'Bug fixes with context ("Fixed race condition by adding mutex"), architecture decisions ("Using repository pattern for data access"), conventions ("All API routes prefixed with /api/v1"), and learnings you want to preserve.' },