ef3473db21
Complete snapshot of /opt/microdao-daarion/ from NODE1 (144.76.224.179).
This represents the actual running production code that has diverged
significantly from the previous main branch.
Key changes from old main:
- Gateway (http_api.py): expanded from ~40KB to 164KB with full agent support
- Router: new /v1/agents/{id}/infer endpoint with vision + DeepSeek routing
- Behavior Policy: SOWA v2.2 (3-level: FULL/ACK/SILENT)
- Agent Registry: config/agent_registry.yml as single source of truth
- 13 agents configured (was 3)
- Memory service integration
- CrewAI teams and roles
Excluded from snapshot: venv/, .env, data/, backups, .tgz archives
Co-authored-by: Cursor <cursoragent@cursor.com>
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2. Neo4j 📊
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#3-dify-ai-platform" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
3. Dify AI Platform 🎯
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#4-weaviate" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
4. Weaviate 🔍
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_3" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
❌ Що потребує фіксу
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="❌ Що потребує фіксу">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#5-memory-service" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
5. Memory Service 🧠
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#6-rag-service" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
6. RAG Service 📚
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#7-milvus" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
7. Milvus 🔍
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_4" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
🎯 Рекомендований план (пріоритезовано)
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="🎯 Рекомендований план (пріоритезовано)">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-1-dify-1" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 1: Дослідити Dify (1 год) 🔴
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-2-crewai-30" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 2: Інтегрувати CrewAI (30 хв) 🔴
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="Phase 2: Інтегрувати CrewAI (30 хв) 🔴">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#1-crewai-api" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Крок 1: Перевірити CrewAI API
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#2-crewai-provider-router" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Крок 2: Додати CrewAI provider в Router
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#3-workflow-greenfood" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Крок 3: Створити workflow для GREENFOOD
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-3-neo4j-45" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 3: Підключити Neo4j (45 хв) 🟡
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="Phase 3: Підключити Neo4j (45 хв) 🟡">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#1-neo4j" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Крок 1: Перевірити Neo4j
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#2-neo4j-client" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Крок 2: Створити Neo4j client
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-4-vision-dify-api-30" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 4: Vision через Dify або API (30 хв) 🟡
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-5-streaming-tts-1" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 5: Streaming TTS (1 год) 🟢
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="Phase 5: Streaming TTS (1 год) 🟢">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#a-coqui-tts" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Варіант A: Coqui TTS (локальний)
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#b-elevenlabs-api" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Варіант B: ElevenLabs API
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#phase-6-grafana-alerts-30" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Phase 6: Grafana Alerts (30 хв) 🟢
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#timeline" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
📊 Пріоритизований Timeline
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="📊 Пріоритизований Timeline">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#3-4" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Сьогодні (3-4 год):
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#2-3" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Завтра (2-3 год):
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_5" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Опційно (якщо потрібно):
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_6" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
💡 Ключові висновки
|
||
</span>
|
||
</a>
|
||
|
||
<nav class="md-nav" aria-label="💡 Ключові висновки">
|
||
<ul class="md-nav__list">
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_7" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Що маємо:
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_8" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Що можна зробити швидко:
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_9" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
Що не критично:
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#_10" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
🚀 Готовий почати?
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
|
||
</nav>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
|
||
|
||
<div class="md-content" data-md-component="content">
|
||
<article class="md-content__inner md-typeset">
|
||
|
||
|
||
|
||
|
||
<h1 id="_1">🚀 План дій: Інтеграція всіх сервісів<a class="headerlink" href="#_1" title="Permanent link">¶</a></h1>
|
||
<p><strong>Дата</strong>: 2025-11-18<br />
|
||
<strong>На основі</strong>: SERVER_AUDIT_REPORT.md</p>
|
||
<hr />
|
||
<h2 id="_2">✅ Що вже працює (готово до використання)<a class="headerlink" href="#_2" title="Permanent link">¶</a></h2>
|
||
<h3 id="1-crewai">1. <strong>CrewAI</strong> 🤖<a class="headerlink" href="#1-crewai" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Статус</strong>: ✅ Працює (<code>dagi-crewai:9102</code>)</li>
|
||
<li><strong>Що робити</strong>: Додати workflows для GREENFOOD та інших агентів</li>
|
||
<li><strong>Час</strong>: 30 хв</li>
|
||
<li><strong>Пріоритет</strong>: 🔴 ВИСОКИЙ</li>
|
||
</ul>
|
||
<h3 id="2-neo4j">2. <strong>Neo4j</strong> 📊<a class="headerlink" href="#2-neo4j" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Статус</strong>: ✅ Працює (ports 7474, 7687)</li>
|
||
<li><strong>Що робити</strong>: Підключити до Router для knowledge graphs</li>
|
||
<li><strong>UI</strong>: http://144.76.224.179:7474</li>
|
||
<li><strong>Час</strong>: 45 хв</li>
|
||
<li><strong>Пріоритет</strong>: 🟡 СЕРЕДНІЙ</li>
|
||
</ul>
|
||
<h3 id="3-dify-ai-platform">3. <strong>Dify AI Platform</strong> 🎯<a class="headerlink" href="#3-dify-ai-platform" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Статус</strong>: ✅ Повний стек працює!</li>
|
||
<li><strong>Компоненти</strong>: API, Web, Workers, Weaviate, Plugins</li>
|
||
<li><strong>Можливості</strong>:</li>
|
||
<li>LLM orchestration</li>
|
||
<li>RAG workflows (через Weaviate)</li>
|
||
<li><strong>МОЖЕ МАТИ GPT-4V/Claude Vision!</strong></li>
|
||
<li><strong>Що робити</strong>: Дослідити API та можливості</li>
|
||
<li><strong>Час</strong>: 1 год</li>
|
||
<li><strong>Пріоритет</strong>: 🔴 ВИСОКИЙ</li>
|
||
</ul>
|
||
<h3 id="4-weaviate">4. <strong>Weaviate</strong> 🔍<a class="headerlink" href="#4-weaviate" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Статус</strong>: ✅ Працює (port 8080)</li>
|
||
<li><strong>Використання</strong>: Vector DB для Dify</li>
|
||
<li><strong>Інтеграція</strong>: Через Dify RAG</li>
|
||
</ul>
|
||
<hr />
|
||
<h2 id="_3">❌ Що потребує фіксу<a class="headerlink" href="#_3" title="Permanent link">¶</a></h2>
|
||
<h3 id="5-memory-service">5. <strong>Memory Service</strong> 🧠<a class="headerlink" href="#5-memory-service" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Проблема</strong>: PostgreSQL не має <code>pgvector</code> extension</li>
|
||
<li><strong>Рішення</strong>: </li>
|
||
<li>Встановити pgvector в PostgreSQL container</li>
|
||
<li>АБО використовувати Memory з Dify/Neo4j</li>
|
||
<li><strong>Час</strong>: 1 год</li>
|
||
<li><strong>Пріоритет</strong>: 🟢 НИЗЬКИЙ (не критично)</li>
|
||
</ul>
|
||
<h3 id="6-rag-service">6. <strong>RAG Service</strong> 📚<a class="headerlink" href="#6-rag-service" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Проблема</strong>: Haystack 2.x API changes</li>
|
||
<li><strong>Рішення</strong>: </li>
|
||
<li>Виправити imports</li>
|
||
<li>АБО використовувати Dify RAG (через Weaviate)</li>
|
||
<li><strong>Час</strong>: 1-2 год</li>
|
||
<li><strong>Пріоритет</strong>: 🟡 СЕРЕДНІЙ</li>
|
||
</ul>
|
||
<h3 id="7-milvus">7. <strong>Milvus</strong> 🔍<a class="headerlink" href="#7-milvus" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li><strong>Проблема</strong>: Зупинено 2 дні тому</li>
|
||
<li><strong>Рішення</strong>: Запустити, ЯКЩО потрібна альтернатива Qdrant</li>
|
||
<li><strong>Час</strong>: 15 хв</li>
|
||
<li><strong>Пріоритет</strong>: 🟢 НИЗЬКИЙ (є Qdrant і Weaviate)</li>
|
||
</ul>
|
||
<hr />
|
||
<h2 id="_4">🎯 Рекомендований план (пріоритезовано)<a class="headerlink" href="#_4" title="Permanent link">¶</a></h2>
|
||
<h3 id="phase-1-dify-1"><strong>Phase 1: Дослідити Dify</strong> (1 год) 🔴<a class="headerlink" href="#phase-1-dify-1" title="Permanent link">¶</a></h3>
|
||
<p><strong>Чому</strong>: Dify може замінити багато сервісів!</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># 1. Перевірити Dify API</span>
|
||
curl<span class="w"> </span>http://localhost/v1/models
|
||
|
||
<span class="c1"># 2. Перевірити чи підключено GPT-4V/Claude</span>
|
||
curl<span class="w"> </span>http://localhost/v1/chat/completions<span class="w"> </span><span class="se">\</span>
|
||
<span class="w"> </span>-H<span class="w"> </span><span class="s2">"Authorization: Bearer YOUR_TOKEN"</span><span class="w"> </span><span class="se">\</span>
|
||
<span class="w"> </span>-H<span class="w"> </span><span class="s2">"Content-Type: application/json"</span><span class="w"> </span><span class="se">\</span>
|
||
<span class="w"> </span>-d<span class="w"> </span><span class="s1">'{"model": "gpt-4-vision-preview", "messages": [...]}'</span>
|
||
|
||
<span class="c1"># 3. Перевірити RAG capabilities</span>
|
||
<span class="c1"># Через Dify Web UI: http://localhost/</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: Якщо Dify має GPT-4V - ГОТОВО! Якщо ні - знаємо що додати.</p>
|
||
<hr />
|
||
<h3 id="phase-2-crewai-30"><strong>Phase 2: Інтегрувати CrewAI</strong> (30 хв) 🔴<a class="headerlink" href="#phase-2-crewai-30" title="Permanent link">¶</a></h3>
|
||
<p><strong>Що</strong>: Додати CrewAI workflows для агентів</p>
|
||
<h4 id="1-crewai-api">Крок 1: Перевірити CrewAI API<a class="headerlink" href="#1-crewai-api" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code>curl<span class="w"> </span>http://dagi-crewai:9102/health
|
||
curl<span class="w"> </span>http://dagi-crewai:9102/crews<span class="w"> </span><span class="c1"># List available crews</span>
|
||
</code></pre></div>
|
||
|
||
<h4 id="2-crewai-provider-router">Крок 2: Додати CrewAI provider в Router<a class="headerlink" href="#2-crewai-provider-router" title="Permanent link">¶</a></h4>
|
||
<p><code>router-config.yml</code>:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="nt">providers</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="nt">crewai</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="nt">type</span><span class="p">:</span><span class="w"> </span><span class="s">"crew"</span>
|
||
<span class="w"> </span><span class="nt">base_url</span><span class="p">:</span><span class="w"> </span><span class="s">"http://dagi-crewai:9102"</span>
|
||
</code></pre></div>
|
||
|
||
<h4 id="3-workflow-greenfood">Крок 3: Створити workflow для GREENFOOD<a class="headerlink" href="#3-workflow-greenfood" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># services/greenfood/crew/workflows.py</span>
|
||
<span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">web_search_workflow</span><span class="p">(</span><span class="n">query</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
|
||
<span class="w"> </span><span class="sd">"""Пошук в інтернеті через CrewAI"""</span>
|
||
<span class="n">response</span> <span class="o">=</span> <span class="k">await</span> <span class="n">httpx</span><span class="o">.</span><span class="n">post</span><span class="p">(</span>
|
||
<span class="s2">"http://dagi-crewai:9102/crews/research/run"</span><span class="p">,</span>
|
||
<span class="n">json</span><span class="o">=</span><span class="p">{</span><span class="s2">"query"</span><span class="p">:</span> <span class="n">query</span><span class="p">}</span>
|
||
<span class="p">)</span>
|
||
<span class="k">return</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: GREENFOOD може шукати в інтернеті!</p>
|
||
<hr />
|
||
<h3 id="phase-3-neo4j-45"><strong>Phase 3: Підключити Neo4j</strong> (45 хв) 🟡<a class="headerlink" href="#phase-3-neo4j-45" title="Permanent link">¶</a></h3>
|
||
<p><strong>Що</strong>: Knowledge graph для зв'язків</p>
|
||
<h4 id="1-neo4j">Крок 1: Перевірити Neo4j<a class="headerlink" href="#1-neo4j" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># Browser: http://144.76.224.179:7474</span>
|
||
<span class="c1"># Username: neo4j</span>
|
||
<span class="c1"># Password: <перевірити в docker-compose></span>
|
||
</code></pre></div>
|
||
|
||
<h4 id="2-neo4j-client">Крок 2: Створити Neo4j client<a class="headerlink" href="#2-neo4j-client" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># utils/neo4j_client.py</span>
|
||
<span class="kn">from</span><span class="w"> </span><span class="nn">neo4j</span><span class="w"> </span><span class="kn">import</span> <span class="n">GraphDatabase</span>
|
||
|
||
<span class="k">class</span><span class="w"> </span><span class="nc">Neo4jClient</span><span class="p">:</span>
|
||
<span class="k">def</span><span class="w"> </span><span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
|
||
<span class="bp">self</span><span class="o">.</span><span class="n">driver</span> <span class="o">=</span> <span class="n">GraphDatabase</span><span class="o">.</span><span class="n">driver</span><span class="p">(</span>
|
||
<span class="s2">"bolt://neo4j:7687"</span><span class="p">,</span>
|
||
<span class="n">auth</span><span class="o">=</span><span class="p">(</span><span class="s2">"neo4j"</span><span class="p">,</span> <span class="s2">"password"</span><span class="p">)</span>
|
||
<span class="p">)</span>
|
||
|
||
<span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">save_interaction</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">user_id</span><span class="p">,</span> <span class="n">agent_id</span><span class="p">,</span> <span class="n">message</span><span class="p">,</span> <span class="n">response</span><span class="p">):</span>
|
||
<span class="w"> </span><span class="sd">"""Зберегти взаємодію"""</span>
|
||
<span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">driver</span><span class="o">.</span><span class="n">session</span><span class="p">()</span> <span class="k">as</span> <span class="n">session</span><span class="p">:</span>
|
||
<span class="n">session</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="s2">"""</span>
|
||
<span class="s2"> MERGE (u:User {id: $user_id})</span>
|
||
<span class="s2"> MERGE (a:Agent {id: $agent_id})</span>
|
||
<span class="s2"> CREATE (u)-[:ASKED]->(m:Message {text: $message, timestamp: datetime()})</span>
|
||
<span class="s2"> CREATE (a)-[:RESPONDED]->(r:Response {text: $response, timestamp: datetime()})</span>
|
||
<span class="s2"> CREATE (m)-[:GOT_RESPONSE]->(r)</span>
|
||
<span class="s2"> """</span><span class="p">,</span> <span class="n">user_id</span><span class="o">=</span><span class="n">user_id</span><span class="p">,</span> <span class="n">agent_id</span><span class="o">=</span><span class="n">agent_id</span><span class="p">,</span> <span class="n">message</span><span class="o">=</span><span class="n">message</span><span class="p">,</span> <span class="n">response</span><span class="o">=</span><span class="n">response</span><span class="p">)</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: Візуалізація зв'язків користувач ↔ агент ↔ документи!</p>
|
||
<hr />
|
||
<h3 id="phase-4-vision-dify-api-30"><strong>Phase 4: Vision через Dify або API</strong> (30 хв) 🟡<a class="headerlink" href="#phase-4-vision-dify-api-30" title="Permanent link">¶</a></h3>
|
||
<p><strong>Варіант A</strong>: Якщо Dify має GPT-4V:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># Use Dify API for vision</span>
|
||
<span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">analyze_image_dify</span><span class="p">(</span><span class="n">image_url</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">prompt</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
|
||
<span class="n">response</span> <span class="o">=</span> <span class="k">await</span> <span class="n">httpx</span><span class="o">.</span><span class="n">post</span><span class="p">(</span>
|
||
<span class="s2">"http://localhost/v1/chat/completions"</span><span class="p">,</span>
|
||
<span class="n">json</span><span class="o">=</span><span class="p">{</span>
|
||
<span class="s2">"model"</span><span class="p">:</span> <span class="s2">"gpt-4-vision"</span><span class="p">,</span>
|
||
<span class="s2">"messages"</span><span class="p">:</span> <span class="p">[{</span>
|
||
<span class="s2">"role"</span><span class="p">:</span> <span class="s2">"user"</span><span class="p">,</span>
|
||
<span class="s2">"content"</span><span class="p">:</span> <span class="p">[</span>
|
||
<span class="p">{</span><span class="s2">"type"</span><span class="p">:</span> <span class="s2">"text"</span><span class="p">,</span> <span class="s2">"text"</span><span class="p">:</span> <span class="n">prompt</span><span class="p">},</span>
|
||
<span class="p">{</span><span class="s2">"type"</span><span class="p">:</span> <span class="s2">"image_url"</span><span class="p">,</span> <span class="s2">"image_url"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"url"</span><span class="p">:</span> <span class="n">image_url</span><span class="p">}}</span>
|
||
<span class="p">]</span>
|
||
<span class="p">}]</span>
|
||
<span class="p">}</span>
|
||
<span class="p">)</span>
|
||
<span class="k">return</span> <span class="n">response</span><span class="o">.</span><span class="n">json</span><span class="p">()</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Варіант B</strong>: Якщо немає - додати OpenAI API key:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># Прямий виклик OpenAI</span>
|
||
<span class="kn">import</span><span class="w"> </span><span class="nn">openai</span>
|
||
<span class="n">openai</span><span class="o">.</span><span class="n">api_key</span> <span class="o">=</span> <span class="s2">"sk-..."</span>
|
||
|
||
<span class="n">response</span> <span class="o">=</span> <span class="n">openai</span><span class="o">.</span><span class="n">ChatCompletion</span><span class="o">.</span><span class="n">create</span><span class="p">(</span>
|
||
<span class="n">model</span><span class="o">=</span><span class="s2">"gpt-4-vision-preview"</span><span class="p">,</span>
|
||
<span class="n">messages</span><span class="o">=</span><span class="p">[</span><span class="o">...</span><span class="p">]</span>
|
||
<span class="p">)</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: Боти описують зображення!</p>
|
||
<hr />
|
||
<h3 id="phase-5-streaming-tts-1"><strong>Phase 5: Streaming TTS</strong> (1 год) 🟢<a class="headerlink" href="#phase-5-streaming-tts-1" title="Permanent link">¶</a></h3>
|
||
<p><strong>Що</strong>: Замінити gTTS на Coqui TTS або ElevenLabs</p>
|
||
<h4 id="a-coqui-tts">Варіант A: Coqui TTS (локальний)<a class="headerlink" href="#a-coqui-tts" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code><span class="c"># Dockerfile для Coqui TTS</span>
|
||
<span class="k">FROM</span><span class="w"> </span><span class="s">python:3.10</span>
|
||
<span class="k">RUN</span><span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>TTS
|
||
<span class="k">CMD</span><span class="w"> </span><span class="p">[</span><span class="s2">"tts-server"</span><span class="p">,</span><span class="w"> </span><span class="s2">"--host"</span><span class="p">,</span><span class="w"> </span><span class="s2">"0.0.0.0"</span><span class="p">,</span><span class="w"> </span><span class="s2">"--port"</span><span class="p">,</span><span class="w"> </span><span class="s2">"5002"</span><span class="p">]</span>
|
||
</code></pre></div>
|
||
|
||
<h4 id="b-elevenlabs-api">Варіант B: ElevenLabs API<a class="headerlink" href="#b-elevenlabs-api" title="Permanent link">¶</a></h4>
|
||
<div class="codehilite"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">elevenlabs</span>
|
||
|
||
<span class="k">async</span> <span class="k">def</span><span class="w"> </span><span class="nf">text_to_speech_elevenlabs</span><span class="p">(</span><span class="n">text</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
|
||
<span class="n">audio</span> <span class="o">=</span> <span class="n">elevenlabs</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span>
|
||
<span class="n">text</span><span class="o">=</span><span class="n">text</span><span class="p">,</span>
|
||
<span class="n">voice</span><span class="o">=</span><span class="s2">"Bella"</span><span class="p">,</span> <span class="c1"># Ukrainian voice</span>
|
||
<span class="n">model</span><span class="o">=</span><span class="s2">"eleven_multilingual_v2"</span>
|
||
<span class="p">)</span>
|
||
<span class="k">return</span> <span class="n">audio</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: Якісніший голос, підтримка довших текстів!</p>
|
||
<hr />
|
||
<h3 id="phase-6-grafana-alerts-30"><strong>Phase 6: Grafana Alerts</strong> (30 хв) 🟢<a class="headerlink" href="#phase-6-grafana-alerts-30" title="Permanent link">¶</a></h3>
|
||
<p><strong>Що</strong>: Налаштувати alerting rules</p>
|
||
<p><code>monitoring/prometheus/alerts/daarion_alerts.yml</code>:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="nt">groups</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">critical_alerts</span>
|
||
<span class="w"> </span><span class="nt">rules</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">alert</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ServiceDown</span>
|
||
<span class="w"> </span><span class="nt">expr</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">up{job=~"dagi-.*|telegram-gateway"} == 0</span>
|
||
<span class="w"> </span><span class="nt">for</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1m</span>
|
||
<span class="w"> </span><span class="nt">labels</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="nt">severity</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">critical</span>
|
||
<span class="w"> </span><span class="nt">annotations</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="nt">summary</span><span class="p">:</span><span class="w"> </span><span class="s">"Service</span><span class="nv"> </span><span class="s">{{</span><span class="nv"> </span><span class="s">$labels.job</span><span class="nv"> </span><span class="s">}}</span><span class="nv"> </span><span class="s">is</span><span class="nv"> </span><span class="s">down"</span>
|
||
|
||
<span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">alert</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">HighErrorRate</span>
|
||
<span class="w"> </span><span class="nt">expr</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">rate(http_requests_total{status_code=~"5.."}[5m]) / rate(http_requests_total[5m]) > 0.05</span>
|
||
<span class="w"> </span><span class="nt">for</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">5m</span>
|
||
<span class="w"> </span><span class="nt">labels</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="nt">severity</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">warning</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Налаштувати Telegram notifications</strong>:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="c1"># monitoring/prometheus/alertmanager.yml</span>
|
||
<span class="nt">receivers</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="s">'telegram'</span>
|
||
<span class="w"> </span><span class="nt">telegram_configs</span><span class="p">:</span>
|
||
<span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">bot_token</span><span class="p">:</span><span class="w"> </span><span class="s">'YOUR_BOT_TOKEN'</span>
|
||
<span class="w"> </span><span class="nt">chat_id</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">YOUR_CHAT_ID</span>
|
||
</code></pre></div>
|
||
|
||
<p><strong>Результат</strong>: Автоматичні алерти в Telegram!</p>
|
||
<hr />
|
||
<h2 id="timeline">📊 Пріоритизований Timeline<a class="headerlink" href="#timeline" title="Permanent link">¶</a></h2>
|
||
<h3 id="3-4">Сьогодні (3-4 год):<a class="headerlink" href="#3-4" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li>✅ Дослідити Dify (1 год) - може має все що треба!</li>
|
||
<li>✅ Інтегрувати CrewAI (30 хв) - web search для агентів</li>
|
||
<li>✅ Vision через Dify або OpenAI (30 хв) - описи зображень</li>
|
||
</ol>
|
||
<h3 id="2-3">Завтра (2-3 год):<a class="headerlink" href="#2-3" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li>✅ Підключити Neo4j (45 хв) - knowledge graphs</li>
|
||
<li>✅ Streaming TTS (1 год) - якісний голос</li>
|
||
<li>✅ Grafana Alerts (30 хв) - моніторинг</li>
|
||
</ol>
|
||
<h3 id="_5">Опційно (якщо потрібно):<a class="headerlink" href="#_5" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li>⚠️ Виправити RAG Service (2 год) - АБО використовувати Dify RAG</li>
|
||
<li>⚠️ Виправити Memory Service (1 год) - АБО використовувати Neo4j</li>
|
||
<li>⚠️ Запустити Milvus (15 хв) - тільки якщо Qdrant недостатньо</li>
|
||
</ol>
|
||
<hr />
|
||
<h2 id="_6">💡 Ключові висновки<a class="headerlink" href="#_6" title="Permanent link">¶</a></h2>
|
||
<h3 id="_7">Що маємо:<a class="headerlink" href="#_7" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>✅ <strong>35 Docker контейнерів</strong> - величезна інфраструктура!</li>
|
||
<li>✅ <strong>Dify AI Platform</strong> - може замінити багато сервісів</li>
|
||
<li>✅ <strong>CrewAI</strong> - готовий до використання</li>
|
||
<li>✅ <strong>Neo4j</strong> - готовий до використання</li>
|
||
<li>✅ <strong>3 Vector DBs</strong> - Qdrant, Weaviate, (Milvus)</li>
|
||
</ul>
|
||
<h3 id="_8">Що можна зробити швидко:<a class="headerlink" href="#_8" title="Permanent link">¶</a></h3>
|
||
<ol>
|
||
<li><strong>Dify exploration</strong> - може вже все є!</li>
|
||
<li><strong>CrewAI integration</strong> - web search для агентів</li>
|
||
<li><strong>Neo4j integration</strong> - knowledge graphs</li>
|
||
</ol>
|
||
<h3 id="_9">Що не критично:<a class="headerlink" href="#_9" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>Memory Service (є альтернативи)</li>
|
||
<li>RAG Service (є Dify RAG)</li>
|
||
<li>Milvus (є Qdrant і Weaviate)</li>
|
||
</ul>
|
||
<hr />
|
||
<h2 id="_10">🚀 Готовий почати?<a class="headerlink" href="#_10" title="Permanent link">¶</a></h2>
|
||
<p><strong>Рекомендую порядок</strong>:
|
||
1. <strong>Dify</strong> - дослідити можливості (може GPT-4V вже там!)
|
||
2. <strong>CrewAI</strong> - додати до GREENFOOD
|
||
3. <strong>Vision</strong> - через Dify або OpenAI API
|
||
4. <strong>Neo4j</strong> - knowledge graphs
|
||
5. <strong>Інше</strong> - за потребою</p>
|
||
<p><strong>З чого почнемо?</strong> 🎯</p>
|
||
<hr />
|
||
<p><em>Створено: 2025-11-18</em><br />
|
||
<em>Базується на: SERVER_AUDIT_REPORT.md</em></p>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
</article>
|
||
</div>
|
||
|
||
|
||
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<div class="md-copyright">
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Made with
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<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
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Material for MkDocs
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</a>
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</div>
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</div>
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</div>
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</footer>
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</div>
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<div class="md-dialog" data-md-component="dialog">
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<div class="md-dialog__inner md-typeset"></div>
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</div>
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<script id="__config" type="application/json">{"base": "..", "features": ["navigation.sections", "navigation.instant", "content.code.copy"], "search": "../assets/javascripts/workers/search.b8dbb3d2.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}}</script>
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<script src="../assets/javascripts/bundle.3220b9d7.min.js"></script>
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</body>
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</html> |