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<h1 id="second-me-service-spec-port-7003">SECOND ME SERVICE SPEC (PORT 7003)<a class="headerlink" href="#second-me-service-spec-port-7003" title="Permanent link">&para;</a></h1>
<h1 id="version-100">Version: 1.0.0<a class="headerlink" href="#version-100" title="Permanent link">&para;</a></h1>
<hr />
<h2 id="0-purpose">0. PURPOSE<a class="headerlink" href="#0-purpose" title="Permanent link">&para;</a></h2>
<p><code>Second Me Service</code> — це сервіс створення та управління <strong>персональними цифровими двійниками</strong> користувачів та агентів у DAARION.city.</p>
<p>Це ядро системи персоналізації:</p>
<ul>
<li>кожен користувач має SecondMe-профіль,</li>
<li>SecondMe є persistent-пам'яттю,</li>
<li>SecondMe може діяти як мультиагентний "асистент у тіні",</li>
<li>SecondMe синхронізується з мультимодальністю (audio → текст, image → профіль),</li>
<li>SecondMe допомагає іншим агентам (в т.ч. Метаморфу) адаптувати поведінку.</li>
</ul>
<p>SecondMe працює як:</p>
<ul>
<li>storage (пам'ять користувача),</li>
<li>continuous learning module,</li>
<li>персональна reasoning-прошивка.</li>
</ul>
<p>Порт сервісу: <strong>7003</strong>.</p>
<hr />
<h2 id="1-high-level-architecture">1. HIGH-LEVEL ARCHITECTURE<a class="headerlink" href="#1-high-level-architecture" title="Permanent link">&para;</a></h2>
<div class="codehilite"><pre><span></span><code> [ User ]
/ | \
Telegram Web Matrix
\ | /
[ DAGI Router ]
[ Second Me Service (7003) ]
[ Vector DB + Redis + Postgres ]
[ Agents ]
</code></pre></div>
<p>SecondMe Service перехоплює:</p>
<ul>
<li>історію взаємодії,</li>
<li>мультимодальний контент (image/audio/doc),</li>
<li>профіль користувача,</li>
<li>поведінкові патерни.</li>
</ul>
<hr />
<h2 id="2-core-responsibilities">2. CORE RESPONSIBILITIES<a class="headerlink" href="#2-core-responsibilities" title="Permanent link">&para;</a></h2>
<h3 id="21-secondme">2.1. Профіль SecondMe<a class="headerlink" href="#21-secondme" title="Permanent link">&para;</a></h3>
<p>Містить:</p>
<ul>
<li>user_id,</li>
<li>персональні налаштування,</li>
<li>пам'ять (context store),</li>
<li>переваги, хобі, стилі,</li>
<li>NFTs / achievements (майбутнє),</li>
<li>зв'язки з microDAO.</li>
</ul>
<h3 id="22">2.2. Персональна пам'ять<a class="headerlink" href="#22" title="Permanent link">&para;</a></h3>
<p>SecondMe має 3 типи пам'яті:</p>
<ol>
<li><strong>Short-term</strong> (до 48 год, швидкий доступ)</li>
<li><strong>Long-term</strong> (векторна пам'ять)</li>
<li>
<p><strong>Structured Memory</strong>:</p>
</li>
<li>
<p>knowledge cards,</p>
</li>
<li>tasks,</li>
<li>goals,</li>
<li>архіви розмов.</li>
</ol>
<h3 id="23-learning-pipeline">2.3. Learning Pipeline<a class="headerlink" href="#23-learning-pipeline" title="Permanent link">&para;</a></h3>
<p>SecondMe автоматично:</p>
<ul>
<li>аналізує повідомлення та файли,</li>
<li>перетворює їх у structured facts,</li>
<li>зберігає у векторну пам'ять,</li>
<li>оновлює профіль (переваги/мету/поведінку),</li>
<li>генерує особисті інсайти.</li>
</ul>
<h3 id="24-behavior-assistant">2.4. Behavior Assistant<a class="headerlink" href="#24-behavior-assistant" title="Permanent link">&para;</a></h3>
<p>SecondMe допомагає іншим агентам:</p>
<ul>
<li>підказувати Helion/Helix, що знає про користувача,</li>
<li>спрощує пояснення контексту,</li>
<li>
<p>додає пам'ять у DAGI Router подіями типу:</p>
</li>
<li>
<p><code>user.context_update</code>,</p>
</li>
<li><code>user.preference_update</code>,</li>
<li><code>user.knowledge_card</code>.</li>
</ul>
<hr />
<h2 id="3-data-model-postgres-vector-db">3. DATA MODEL (Postgres + Vector DB)<a class="headerlink" href="#3-data-model-postgres-vector-db" title="Permanent link">&para;</a></h2>
<h3 id="31-users">3.1. Users<a class="headerlink" href="#31-users" title="Permanent link">&para;</a></h3>
<div class="codehilite"><pre><span></span><code><span class="k">CREATE</span><span class="w"> </span><span class="k">TABLE</span><span class="w"> </span><span class="n">users</span><span class="w"> </span><span class="p">(</span>
<span class="w"> </span><span class="n">user_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">PRIMARY</span><span class="w"> </span><span class="k">KEY</span><span class="p">,</span>
<span class="w"> </span><span class="n">created_at</span><span class="w"> </span><span class="k">TIMESTAMP</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">now</span><span class="p">(),</span>
<span class="w"> </span><span class="n">meta</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">::</span><span class="n">jsonb</span>
<span class="p">);</span>
</code></pre></div>
<h3 id="32-secondme-profile">3.2. SecondMe Profile<a class="headerlink" href="#32-secondme-profile" title="Permanent link">&para;</a></h3>
<div class="codehilite"><pre><span></span><code><span class="k">CREATE</span><span class="w"> </span><span class="k">TABLE</span><span class="w"> </span><span class="n">secondme_profile</span><span class="w"> </span><span class="p">(</span>
<span class="w"> </span><span class="n">user_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">PRIMARY</span><span class="w"> </span><span class="k">KEY</span><span class="p">,</span>
<span class="w"> </span><span class="n">preferences</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">::</span><span class="n">jsonb</span><span class="p">,</span>
<span class="w"> </span><span class="n">traits</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">::</span><span class="n">jsonb</span><span class="p">,</span>
<span class="w"> </span><span class="n">skills</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">::</span><span class="n">jsonb</span><span class="p">,</span>
<span class="w"> </span><span class="n">settings</span><span class="w"> </span><span class="n">JSONB</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="s1">&#39;{}&#39;</span><span class="p">::</span><span class="n">jsonb</span><span class="p">,</span>
<span class="w"> </span><span class="n">updated_at</span><span class="w"> </span><span class="k">TIMESTAMP</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">now</span><span class="p">()</span>
<span class="p">);</span>
</code></pre></div>
<h3 id="33-memory-short-term">3.3. Memory — Short Term<a class="headerlink" href="#33-memory-short-term" title="Permanent link">&para;</a></h3>
<div class="codehilite"><pre><span></span><code><span class="k">CREATE</span><span class="w"> </span><span class="k">TABLE</span><span class="w"> </span><span class="n">secondme_memory_short</span><span class="w"> </span><span class="p">(</span>
<span class="w"> </span><span class="n">memory_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">PRIMARY</span><span class="w"> </span><span class="k">KEY</span><span class="p">,</span>
<span class="w"> </span><span class="n">user_id</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="nb">text</span><span class="w"> </span><span class="nb">TEXT</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="p">,</span>
<span class="w"> </span><span class="n">created_at</span><span class="w"> </span><span class="k">TIMESTAMP</span><span class="w"> </span><span class="k">NOT</span><span class="w"> </span><span class="k">NULL</span><span class="w"> </span><span class="k">DEFAULT</span><span class="w"> </span><span class="n">now</span><span class="p">()</span>
<span class="p">);</span>
</code></pre></div>
<h3 id="34-memory-long-term-vector-db">3.4. Memory — Long Term (Vector DB)<a class="headerlink" href="#34-memory-long-term-vector-db" title="Permanent link">&para;</a></h3>
<p>Хоститься в твоєму VectorDB (8898).</p>
<p>Документ:</p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;mem123&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;user_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;u1&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;користувач любить працювати з GREENFOOD&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;embedding&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="err">...</span><span class="mi">1024</span><span class="w"> </span><span class="kc">fl</span><span class="err">oa</span><span class="kc">ts</span><span class="err">...</span><span class="p">],</span>
<span class="w"> </span><span class="nt">&quot;metadata&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;preference&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;timestamp&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;2025-11-24T12:00:00Z&quot;</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h2 id="4-public-api-http">4. PUBLIC API (HTTP)<a class="headerlink" href="#4-public-api-http" title="Permanent link">&para;</a></h2>
<h3 id="41-post-secondmeupdate_from_event">4.1. <code>POST /secondme/update_from_event</code><a class="headerlink" href="#41-post-secondmeupdate_from_event" title="Permanent link">&para;</a></h3>
<p>Вхідна точка для DAGI Router.</p>
<p><strong>Request:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;event&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;source&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;telegram&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;user&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="nt">&quot;id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;u1&quot;</span><span class="w"> </span><span class="p">},</span>
<span class="w"> </span><span class="nt">&quot;project_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;proj-greenfood&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;мені дуже подобається зелена аналітика&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;attachments&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="nt">&quot;images&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span><span class="w"> </span><span class="nt">&quot;audio&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[]</span><span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">}</span>
<span class="p">}</span>
</code></pre></div>
<p><strong>Response:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ok&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;actions&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="s2">&quot;short_memory_added&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="s2">&quot;long_memory_indexed&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="s2">&quot;profile_trait_updated&quot;</span>
<span class="w"> </span><span class="p">]</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h3 id="42-get-secondmeprofileuser_id">4.2. <code>GET /secondme/profile/{user_id}</code><a class="headerlink" href="#42-get-secondmeprofileuser_id" title="Permanent link">&para;</a></h3>
<p>Отримати повний профіль користувача.</p>
<hr />
<h3 id="43-get-secondmememoryuser_id">4.3. <code>GET /secondme/memory/{user_id}</code><a class="headerlink" href="#43-get-secondmememoryuser_id" title="Permanent link">&para;</a></h3>
<p>Повертає коротку + довгу пам'ять.</p>
<hr />
<h3 id="44-post-secondmequery">4.4. <code>POST /secondme/query</code><a class="headerlink" href="#44-post-secondmequery" title="Permanent link">&para;</a></h3>
<p>Пошук у пам'яті:</p>
<p><strong>Request:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;user_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;u1&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;query&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;що цей користувач любить робити?&quot;</span>
<span class="p">}</span>
</code></pre></div>
<p><strong>Response:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;results&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
<span class="w"> </span><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;text&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;користувач любить працювати з GREENFOOD&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;score&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.92</span>
<span class="w"> </span><span class="p">}</span>
<span class="w"> </span><span class="p">]</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h3 id="45-post-secondmesummarize">4.5. <code>POST /secondme/summarize</code><a class="headerlink" href="#45-post-secondmesummarize" title="Permanent link">&para;</a></h3>
<p>Генерує персональний summary користувача для агентів:</p>
<p><strong>Response:</strong></p>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;summary&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Користувач працює над GREENFOOD, любить аналітику, часто дає задачі Helix.&quot;</span>
<span class="p">}</span>
</code></pre></div>
<hr />
<h2 id="5-agent-integration">5. AGENT INTEGRATION<a class="headerlink" href="#5-agent-integration" title="Permanent link">&para;</a></h2>
<h3 id="51-helion-integration">5.1. Helion integration<a class="headerlink" href="#51-helion-integration" title="Permanent link">&para;</a></h3>
<p>Helion отримує SecondMe-summary для:</p>
<ul>
<li>кращих відповідей,</li>
<li>виконання задач з персональним контекстом.</li>
</ul>
<h3 id="52-helix-integration">5.2. Helix integration<a class="headerlink" href="#52-helix-integration" title="Permanent link">&para;</a></h3>
<p>SecondMe → Helix:</p>
<ul>
<li>історія рішень користувача,</li>
<li>технічні вподобання,</li>
<li>деталі проектів користувача.</li>
</ul>
<h3 id="53-metamorph-integration">5.3. Metamorph integration<a class="headerlink" href="#53-metamorph-integration" title="Permanent link">&para;</a></h3>
<p>SecondMe → Metamorph:</p>
<ul>
<li>персоналізація поведінки агентів,</li>
<li>рекомендації по агентах, які потрібні користувачу.</li>
</ul>
<h3 id="54-geo-agent">5.4. Geo-agent<a class="headerlink" href="#54-geo-agent" title="Permanent link">&para;</a></h3>
<p>Якщо користувач дає гео-події:</p>
<ul>
<li>SecondMe зберігає маршрути / активність,</li>
<li>може допомагати City Service сортувати події.</li>
</ul>
<hr />
<h2 id="6-learning-pipeline">6. LEARNING PIPELINE<a class="headerlink" href="#6-learning-pipeline" title="Permanent link">&para;</a></h2>
<p>SecondMe обробляє кожну подію:</p>
<ol>
<li>
<p><strong>Extract facts</strong>
Визначає, чи є текст чи медіа важливим для пам'яті.</p>
</li>
<li>
<p><strong>Classify type</strong></p>
</li>
<li>
<p>preference</p>
</li>
<li>skill</li>
<li>long-term fact</li>
<li>behavioural pattern</li>
<li>
<p>project affinity</p>
</li>
<li>
<p><strong>Embed</strong></p>
</li>
<li>
<p>створює embedding (через твою bge-m3 модель).</p>
</li>
<li>
<p><strong>Index</strong></p>
</li>
<li>
<p>зберігає у Vector DB.</p>
</li>
<li>
<p><strong>Profile Update</strong></p>
</li>
<li>
<p>якщо знайдені нові патерни → оновити SecondMe Profile.</p>
</li>
<li>
<p><strong>Emit Events</strong>
Публікує в NATS:</p>
</li>
<li>
<p><code>secondme.{user_id}.memory_added</code></p>
</li>
<li><code>secondme.{user_id}.profile_updated</code></li>
</ol>
<hr />
<h2 id="7-interaction-with-dagi-router">7. INTERACTION WITH DAGI ROUTER<a class="headerlink" href="#7-interaction-with-dagi-router" title="Permanent link">&para;</a></h2>
<p>DAGI Router повинен:</p>
<ul>
<li>при кожному <code>RouterEvent</code> викликати <code>POST /secondme/update_from_event</code>,</li>
<li>
<p>отримувати у відповідь:</p>
</li>
<li>
<p>пам'ять-дії,</p>
</li>
<li>профільні зміни.</li>
</ul>
<p>SecondMe діє як <strong>фонова підсистема</strong>, що збагачує контекст.</p>
<hr />
<h2 id="8-project-bus-integration">8. PROJECT BUS INTEGRATION<a class="headerlink" href="#8-project-bus-integration" title="Permanent link">&para;</a></h2>
<p>SecondMe може бути підписаним на:</p>
<div class="codehilite"><pre><span></span><code>project.&lt;project_id&gt;.events
project.&lt;project_id&gt;.chat.human
</code></pre></div>
<p>щоб вчитися на:</p>
<ul>
<li>командних подіях,</li>
<li>рішеннях,</li>
<li>поведінці користувача всередині проекту.</li>
</ul>
<hr />
<h2 id="9-multimodal-support">9. MULTIMODAL SUPPORT<a class="headerlink" href="#9-multimodal-support" title="Permanent link">&para;</a></h2>
<p>SecondMe працює з мультимодальністю:</p>
<ul>
<li>image → Vision-agent → SecondMe ("користувач показує X"),</li>
<li>audio → STT → SecondMe (зберігає розмови і суть),</li>
<li>docs → Doc-agent → SecondMe (пам'ятає PDF-документи користувача).</li>
</ul>
<hr />
<h2 id="10-healthcheck-metrics">10. HEALTHCHECK &amp; METRICS<a class="headerlink" href="#10-healthcheck-metrics" title="Permanent link">&para;</a></h2>
<h3 id="101-get-healthz">10.1. <code>GET /healthz</code><a class="headerlink" href="#101-get-healthz" title="Permanent link">&para;</a></h3>
<div class="codehilite"><pre><span></span><code><span class="p">{</span>
<span class="w"> </span><span class="nt">&quot;status&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ok&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;db&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ok&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;vector&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;ok&quot;</span><span class="p">,</span>
<span class="w"> </span><span class="nt">&quot;uptime_seconds&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">21344</span>
<span class="p">}</span>
</code></pre></div>
<h3 id="102-prometheus">10.2. Prometheus<a class="headerlink" href="#102-prometheus" title="Permanent link">&para;</a></h3>
<ul>
<li><code>secondme_events_total</code></li>
<li><code>memory_added_total</code></li>
<li><code>profile_updates_total</code></li>
<li><code>embedding_latency_ms_bucket</code></li>
<li><code>vector_search_latency_ms_bucket</code></li>
</ul>
<hr />
<h2 id="11-summary">11. SUMMARY<a class="headerlink" href="#11-summary" title="Permanent link">&para;</a></h2>
<p>Second Me Service (7003):</p>
<ul>
<li>персональна пам'ять,</li>
<li>особистісний профіль,</li>
<li>обробка мультимодальних подій,</li>
<li>забезпечує глибинну персоналізацію системи,</li>
<li>розуміє контекст користувача,</li>
<li>допомагає іншим агентам приймати кращі рішення,</li>
<li>працює автономно, мовчки, але є ключовим "мозком користувача".</li>
</ul>
</article>
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