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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<h1 id="17-co-memory-knowledge-space-microdao">17 — Co-Memory & Knowledge Space (MicroDAO)<a class="headerlink" href="#17-co-memory-knowledge-space-microdao" title="Permanent link">¶</a></h1>
|
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<p>Простір знань і колективна памʼять спільноти</p>
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<p>Co-Memory — це "мозок спільноти".<br />
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Це місце, де зберігаються документи, факти, концепти, визначення, історія, рішення, правила й контексти. </p>
|
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<p>Knowledge Space — це структурована навігація по цій памʼяті, яку розуміють і люди, і агенти.</p>
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<p>Разом вони формують фундамент DAGI — децентралізованого емерджентного інтелекту.</p>
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<hr />
|
||
<h1 id="1">1. Призначення<a class="headerlink" href="#1" title="Permanent link">¶</a></h1>
|
||
<p>Co-Memory вирішує три завдання:</p>
|
||
<ol>
|
||
<li>
|
||
<p><strong>Колективні знання</strong></p>
|
||
</li>
|
||
<li>
|
||
<p>Документи, файли, бази знань.</p>
|
||
</li>
|
||
<li>
|
||
<p>Значущі фрагменти (факти, визначення, домовленості).</p>
|
||
</li>
|
||
<li>
|
||
<p><strong>Структура знань</strong></p>
|
||
</li>
|
||
<li>
|
||
<p>Простори (knowledge spaces),</p>
|
||
</li>
|
||
<li>Теги,</li>
|
||
<li>Категорії,</li>
|
||
<li>RAG-індекси,</li>
|
||
<li>
|
||
<p>Семантичні групи.</p>
|
||
</li>
|
||
<li>
|
||
<p><strong>Інструменти розуміння</strong></p>
|
||
</li>
|
||
<li>
|
||
<p>RAG-пошук,</p>
|
||
</li>
|
||
<li>оновлення знань агентами,</li>
|
||
<li>генерація summary,</li>
|
||
<li>інференс подій,</li>
|
||
<li>пропозиції покращення.</li>
|
||
</ol>
|
||
<p>Knowledge Space — це не "Google Drive".<br />
|
||
Це <strong>агентський, самооновлюваний простір</strong>, де знання постійно оновлюються через взаємодію спільноти та агентів.</p>
|
||
<hr />
|
||
<h1 id="2-knowledge-space">2. Що таке Knowledge Space<a class="headerlink" href="#2-knowledge-space" title="Permanent link">¶</a></h1>
|
||
<p>Knowledge Space — це:</p>
|
||
<ul>
|
||
<li>"папка", але з контекстом,</li>
|
||
<li>
|
||
<p>простір, який може містити:</p>
|
||
</li>
|
||
<li>
|
||
<p>документи,</p>
|
||
</li>
|
||
<li>файли,</li>
|
||
<li>нотатки,</li>
|
||
<li>факти,</li>
|
||
<li>
|
||
<p>ключові поняття,</p>
|
||
</li>
|
||
<li>
|
||
<p>власну багаторівневу памʼять,</p>
|
||
</li>
|
||
<li>власних агентів-кураторів знань.</li>
|
||
</ul>
|
||
<p>Кожен Knowledge Space існує як <strong>контекст</strong>, у якому можуть взаємодіяти:</p>
|
||
<ul>
|
||
<li>люди,</li>
|
||
<li>агент знань,</li>
|
||
<li>інші агенти,</li>
|
||
<li>Projects Agent,</li>
|
||
<li>Followup Agent.</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="3-co-memory">3. Структура Co-Memory<a class="headerlink" href="#3-co-memory" title="Permanent link">¶</a></h1>
|
||
<p>Co-Memory складається з:</p>
|
||
<h3 id="31-documents">3.1. Documents (Документи)<a class="headerlink" href="#31-documents" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>PDF, MD, DOCX</li>
|
||
<li>структури текстів</li>
|
||
<li>автоматично створювані summary</li>
|
||
</ul>
|
||
<h3 id="32-notes">3.2. Notes (Нотатки)<a class="headerlink" href="#32-notes" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>короткі фрагменти,</li>
|
||
<li>конспекти,</li>
|
||
<li>витяги агентів.</li>
|
||
</ul>
|
||
<h3 id="33-facts">3.3. Facts (Факти)<a class="headerlink" href="#33-facts" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>
|
||
<p>короткі текстові знання:</p>
|
||
</li>
|
||
<li>
|
||
<p>"Проєкт MicroDAO запускається в три етапи."</p>
|
||
</li>
|
||
<li>"Кожен агент має власну пам'ять і колективну памʼять."</li>
|
||
</ul>
|
||
<h3 id="34-definitions">3.4. Definitions (Визначення)<a class="headerlink" href="#34-definitions" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>
|
||
<p>ключові поняття:</p>
|
||
</li>
|
||
<li>
|
||
<p>"DAGI",</p>
|
||
</li>
|
||
<li>"Team Agent",</li>
|
||
<li>"1T як одиниця досвіду".</li>
|
||
</ul>
|
||
<h3 id="35-threads-memory">3.5. Threads Memory<a class="headerlink" href="#35-threads-memory" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>памʼять дискусій,</li>
|
||
<li>важливі моменти взаємодій у каналах.</li>
|
||
</ul>
|
||
<h3 id="36-semantic-embeddings">3.6. Semantic Embeddings<a class="headerlink" href="#36-semantic-embeddings" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>ембедінги документів, нотаток, фактів.</li>
|
||
</ul>
|
||
<h3 id="37-metadata-relations">3.7. Metadata & Relations<a class="headerlink" href="#37-metadata-relations" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>посилання між документами,</li>
|
||
<li>причинно-наслідкові звʼязки,</li>
|
||
<li>залежності між поняттями.</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="4-co-memory">4. Агенти, пов'язані з Co-Memory<a class="headerlink" href="#4-co-memory" title="Permanent link">¶</a></h1>
|
||
<h2 id="41-memory-agent">4.1. Memory Agent (основний)<a class="headerlink" href="#41-memory-agent" title="Permanent link">¶</a></h2>
|
||
<p>Роль: <code>"memory_core"</code></p>
|
||
<p>Відповідає за:</p>
|
||
<ul>
|
||
<li>додавання фактів,</li>
|
||
<li>витяг релевантних знань,</li>
|
||
<li>формування рішень,</li>
|
||
<li>оновлення довгострокової памʼяті агента,</li>
|
||
<li>RAG-індексацію.</li>
|
||
</ul>
|
||
<h2 id="42-knowledge-curator-agent">4.2. Knowledge Curator Agent<a class="headerlink" href="#42-knowledge-curator-agent" title="Permanent link">¶</a></h2>
|
||
<p>Роль: <code>"knowledge_curator"</code></p>
|
||
<ul>
|
||
<li>створює структуру знань,</li>
|
||
<li>перевіряє старі факти,</li>
|
||
<li>пропонує очистку або об'єднання документів,</li>
|
||
<li>формує "канон" спільноти.</li>
|
||
</ul>
|
||
<h2 id="43-knowledge-guide-agent">4.3. Knowledge Guide Agent<a class="headerlink" href="#43-knowledge-guide-agent" title="Permanent link">¶</a></h2>
|
||
<p>Роль: <code>"knowledge_guide"</code></p>
|
||
<ul>
|
||
<li>
|
||
<p>відповідає на питання:</p>
|
||
</li>
|
||
<li>
|
||
<p>"Що ми знаємо про MicroDAO?"</p>
|
||
</li>
|
||
<li>"Поясни концепцію DAGI."</li>
|
||
<li>
|
||
<p>"Покажи документи про governance."</p>
|
||
</li>
|
||
<li>
|
||
<p>виконує RAG-пошук,</p>
|
||
</li>
|
||
<li>створює підбірки знань.</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="5">5. Життєвий цикл знань<a class="headerlink" href="#5" title="Permanent link">¶</a></h1>
|
||
<h3 id="1_1">Етап 1: Створення<a class="headerlink" href="#1_1" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>документ завантажують,</li>
|
||
<li>агент додає summary,</li>
|
||
<li>Knowledge Space оновлюється.</li>
|
||
</ul>
|
||
<h3 id="2">Етап 2: Дистиляція<a class="headerlink" href="#2" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>Memory Agent аналізує обговорення,</li>
|
||
<li>створює факти / визначення,</li>
|
||
<li>додає їх у long-term.</li>
|
||
</ul>
|
||
<h3 id="3">Етап 3: Об'єднання<a class="headerlink" href="#3" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>
|
||
<p>Curator Agent:</p>
|
||
</li>
|
||
<li>
|
||
<p>виявляє дублікати,</p>
|
||
</li>
|
||
<li>обʼєднує схожі документи,</li>
|
||
<li>оптимізує структуру.</li>
|
||
</ul>
|
||
<h3 id="4-rag-">Етап 4: RAG-індексація<a class="headerlink" href="#4-rag-" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>ембедінги документів,</li>
|
||
<li>векторні індекси,</li>
|
||
<li>контекст для всіх агентів.</li>
|
||
</ul>
|
||
<h3 id="5_1">Етап 5: Використання<a class="headerlink" href="#5_1" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>пошук,</li>
|
||
<li>відповіді на запити,</li>
|
||
<li>автоматичні звіти,</li>
|
||
<li>аналіз проєктів.</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="6">6. Структура даних<a class="headerlink" href="#6" title="Permanent link">¶</a></h1>
|
||
<h2 id="61-knowledge_spaces">6.1. Таблиця <code>knowledge_spaces</code><a class="headerlink" href="#61-knowledge_spaces" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>id </li>
|
||
<li>team_id </li>
|
||
<li>name </li>
|
||
<li>description </li>
|
||
<li>created_by </li>
|
||
<li>created_at </li>
|
||
</ul>
|
||
<h2 id="62-knowledge_documents">6.2. Таблиця <code>knowledge_documents</code><a class="headerlink" href="#62-knowledge_documents" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>id </li>
|
||
<li>space_id </li>
|
||
<li>title </li>
|
||
<li>content_text </li>
|
||
<li>file_url? </li>
|
||
<li>summary </li>
|
||
<li>embedding_vector </li>
|
||
<li>created_at </li>
|
||
<li>updated_at </li>
|
||
</ul>
|
||
<h2 id="63-knowledge_facts">6.3. Таблиця <code>knowledge_facts</code><a class="headerlink" href="#63-knowledge_facts" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>id </li>
|
||
<li>space_id </li>
|
||
<li>fact_text </li>
|
||
<li>embedding_vector </li>
|
||
<li>created_by </li>
|
||
<li>created_at </li>
|
||
</ul>
|
||
<h2 id="64-knowledge_relations">6.4. Таблиця <code>knowledge_relations</code><a class="headerlink" href="#64-knowledge_relations" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>id </li>
|
||
<li>from_id </li>
|
||
<li>to_id </li>
|
||
<li>relation_type ("defines", "depends_on", "explains", "references") </li>
|
||
<li>created_by </li>
|
||
<li>created_at </li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="7-tools-runtime-core">7. Tools (сумісні з Runtime Core)<a class="headerlink" href="#7-tools-runtime-core" title="Permanent link">¶</a></h1>
|
||
<h3 id="71-add_document">7.1. add_document<a class="headerlink" href="#71-add_document" title="Permanent link">¶</a></h3>
|
||
<p>Додає документ у Knowledge Space.</p>
|
||
<h3 id="72-add_fact">7.2. add_fact<a class="headerlink" href="#72-add_fact" title="Permanent link">¶</a></h3>
|
||
<p>Додає факт у LTM та індексує його.</p>
|
||
<h3 id="73-get_relevant_knowledge">7.3. get_relevant_knowledge<a class="headerlink" href="#73-get_relevant_knowledge" title="Permanent link">¶</a></h3>
|
||
<p>RAG-пошук:</p>
|
||
<ul>
|
||
<li>слова → факти → документи → summary.</li>
|
||
</ul>
|
||
<h3 id="74-summarize_space">7.4. summarize_space<a class="headerlink" href="#74-summarize_space" title="Permanent link">¶</a></h3>
|
||
<p>Створює огляд усього Knowledge Space.</p>
|
||
<h3 id="75-explain_concept">7.5. explain_concept<a class="headerlink" href="#75-explain_concept" title="Permanent link">¶</a></h3>
|
||
<p>Пояснює концепт на основі фактів, визначень, документів.</p>
|
||
<h3 id="76-link_knowledge">7.6. link_knowledge<a class="headerlink" href="#76-link_knowledge" title="Permanent link">¶</a></h3>
|
||
<p>Створює звʼязки між фактами/документами.</p>
|
||
<hr />
|
||
<h1 id="8-runtime-core-12">8. Інтеграція з Runtime Core (12)<a class="headerlink" href="#8-runtime-core-12" title="Permanent link">¶</a></h1>
|
||
<p>Memory Agent підключається як:</p>
|
||
<div class="codehilite"><pre><span></span><code><span class="kd">const</span><span class="w"> </span><span class="nx">memoryAgentConfig</span><span class="o">:</span><span class="w"> </span><span class="kt">AgentConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">{</span>
|
||
<span class="w"> </span><span class="nx">id</span><span class="o">:</span><span class="w"> </span><span class="s2">"ag_memory_core"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">teamId</span><span class="o">:</span><span class="w"> </span><span class="s2">"..."</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">name</span><span class="o">:</span><span class="w"> </span><span class="s2">"Memory Agent"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">role</span><span class="o">:</span><span class="w"> </span><span class="s2">"memory_core"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">systemPrompt</span><span class="o">:</span><span class="w"> </span><span class="kt">systemMemoryPrompt</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">memoryScope</span><span class="o">:</span><span class="w"> </span><span class="s2">"team"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="nx">tools</span><span class="o">:</span><span class="w"> </span><span class="p">[</span>
|
||
<span class="w"> </span><span class="s2">"add_document"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="s2">"add_fact"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="s2">"get_relevant_knowledge"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="s2">"summarize_space"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="s2">"explain_concept"</span><span class="p">,</span>
|
||
<span class="w"> </span><span class="s2">"link_knowledge"</span>
|
||
<span class="w"> </span><span class="p">]</span>
|
||
<span class="p">};</span>
|
||
</code></pre></div>
|
||
|
||
<hr />
|
||
<h1 id="9-projects-messenger-followups">9. Інтеграція з Projects, Messenger, Followups<a class="headerlink" href="#9-projects-messenger-followups" title="Permanent link">¶</a></h1>
|
||
<h3 id="projects-agent">Projects Agent<a class="headerlink" href="#projects-agent" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>додає факти про проєкт у Knowledge Space проєкту.</li>
|
||
</ul>
|
||
<h3 id="messenger-agent">Messenger Agent<a class="headerlink" href="#messenger-agent" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>зберігає важливі уривки обговорень.</li>
|
||
</ul>
|
||
<h3 id="followups-agent">Followups Agent<a class="headerlink" href="#followups-agent" title="Permanent link">¶</a></h3>
|
||
<ul>
|
||
<li>формує історію ритму та задач у вигляді нотаток.</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="10-ui">10. UI<a class="headerlink" href="#10-ui" title="Permanent link">¶</a></h1>
|
||
<h2 id="101-sidebar-knowledge">10.1. Sidebar → Knowledge<a class="headerlink" href="#101-sidebar-knowledge" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>Список Knowledge Spaces.</li>
|
||
<li>Кнопка "Створити новий простір знань".</li>
|
||
</ul>
|
||
<h2 id="102-knowledge-space">10.2. Основний екран Knowledge Space<a class="headerlink" href="#102-knowledge-space" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>Заголовок.</li>
|
||
<li>Опис.</li>
|
||
<li>Documents.</li>
|
||
<li>Facts.</li>
|
||
<li>Relations.</li>
|
||
<li>Кнопка "Додати документ".</li>
|
||
<li>Кнопка "Додати факт".</li>
|
||
</ul>
|
||
<h2 id="103-knowledge">10.3. Правий сайдбар Knowledge<a class="headerlink" href="#103-knowledge" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>Рекомендації від агентів.</li>
|
||
<li>Семантичні групи.</li>
|
||
<li>Контекстні звʼязки.</li>
|
||
</ul>
|
||
<h2 id="104-knowledge-guide">10.4. Чат взаємодії з Knowledge Guide<a class="headerlink" href="#104-knowledge-guide" title="Permanent link">¶</a></h2>
|
||
<ul>
|
||
<li>"Поясни мені цей документ…"</li>
|
||
<li>"Що ми знаємо про governance?"</li>
|
||
<li>"Покажи всі визначення, повʼязані з DAGI."</li>
|
||
</ul>
|
||
<hr />
|
||
<h1 id="11-api">11. API<a class="headerlink" href="#11-api" title="Permanent link">¶</a></h1>
|
||
<h3 id="111-knowledge-spaces">11.1. Knowledge Spaces<a class="headerlink" href="#111-knowledge-spaces" title="Permanent link">¶</a></h3>
|
||
<p><code>GET /knowledge_spaces?team_id</code>
|
||
<code>POST /knowledge_spaces</code></p>
|
||
<h3 id="112-documents">11.2. Documents<a class="headerlink" href="#112-documents" title="Permanent link">¶</a></h3>
|
||
<p><code>GET /knowledge_spaces/:id/documents</code>
|
||
<code>POST /documents</code>
|
||
<code>PATCH /documents/:id</code></p>
|
||
<h3 id="113-facts">11.3. Facts<a class="headerlink" href="#113-facts" title="Permanent link">¶</a></h3>
|
||
<p><code>GET /knowledge_spaces/:id/facts</code>
|
||
<code>POST /facts</code></p>
|
||
<h3 id="114-search-rag">11.4. Search & RAG<a class="headerlink" href="#114-search-rag" title="Permanent link">¶</a></h3>
|
||
<p><code>POST /knowledge/search</code></p>
|
||
<p>→ повертає релевантні факти, документи, summary.</p>
|
||
<hr />
|
||
<h1 id="12-cursor">12. Інструкції для Cursor<a class="headerlink" href="#12-cursor" title="Permanent link">¶</a></h1>
|
||
<div class="codehilite"><pre><span></span><code><span class="n">Implement</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">Co</span><span class="o">-</span><span class="n">Memory</span><span class="w"> </span><span class="o">&</span><span class="w"> </span><span class="n">Knowledge</span><span class="w"> </span><span class="n">Space</span><span class="w"> </span><span class="n">module</span><span class="w"> </span><span class="n">using</span><span class="p">:</span>
|
||
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">17</span><span class="n">_comemory_knowledge_space</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">12</span><span class="n">_agent_runtime_core</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">13</span><span class="n">_agent_memory_system</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">14</span><span class="n">_messenger_agent_module</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">15</span><span class="n">_projects_agent_module</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">10</span><span class="n">_agent_ui_system</span><span class="o">.</span><span class="n">md</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="mi">05</span><span class="n">_coding_standards</span><span class="o">.</span><span class="n">md</span>
|
||
|
||
<span class="n">Tasks</span><span class="p">:</span>
|
||
|
||
<span class="mi">1</span><span class="p">)</span><span class="w"> </span><span class="n">Create</span><span class="w"> </span><span class="n">backend</span><span class="w"> </span><span class="n">models</span><span class="p">:</span>
|
||
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">knowledge_spaces</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">knowledge_documents</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">knowledge_facts</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">knowledge_relations</span>
|
||
|
||
<span class="mi">2</span><span class="p">)</span><span class="w"> </span><span class="n">Implement</span><span class="w"> </span><span class="n">API</span><span class="w"> </span><span class="k">for</span><span class="w"> </span><span class="n">documents</span><span class="p">,</span><span class="w"> </span><span class="n">facts</span><span class="p">,</span><span class="w"> </span><span class="n">spaces</span><span class="p">,</span><span class="w"> </span><span class="n">relations</span><span class="o">.</span>
|
||
|
||
<span class="mi">3</span><span class="p">)</span><span class="w"> </span><span class="n">Register</span><span class="w"> </span><span class="n">Memory</span><span class="w"> </span><span class="n">Agent</span><span class="w"> </span><span class="ow">and</span><span class="w"> </span><span class="n">Knowledge</span><span class="w"> </span><span class="n">Guide</span><span class="w"> </span><span class="n">Agent</span><span class="w"> </span><span class="n">with</span><span class="w"> </span><span class="n">tools</span><span class="p">:</span>
|
||
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">add_document</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">add_fact</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">get_relevant_knowledge</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">explain_concept</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">summarize_space</span>
|
||
|
||
<span class="mi">4</span><span class="p">)</span><span class="w"> </span><span class="n">Create</span><span class="w"> </span><span class="n">UI</span><span class="p">:</span>
|
||
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">Knowledge</span><span class="w"> </span><span class="n">Spaces</span><span class="w"> </span><span class="n">list</span><span class="w"> </span><span class="ow">in</span><span class="w"> </span><span class="n">sidebar</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">Knowledge</span><span class="w"> </span><span class="n">Space</span><span class="w"> </span><span class="n">page</span><span class="w"> </span><span class="p">(</span><span class="n">documents</span><span class="p">,</span><span class="w"> </span><span class="n">facts</span><span class="p">,</span><span class="w"> </span><span class="n">relations</span><span class="p">)</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">modal</span><span class="w"> </span><span class="k">for</span><span class="w"> </span><span class="n">uploading</span><span class="w"> </span><span class="n">documents</span>
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">chat</span><span class="w"> </span><span class="n">with</span><span class="w"> </span><span class="n">Knowledge</span><span class="w"> </span><span class="n">Guide</span><span class="w"> </span><span class="n">Agent</span>
|
||
|
||
<span class="mi">5</span><span class="p">)</span><span class="w"> </span><span class="n">Integrate</span><span class="w"> </span><span class="n">RAG</span><span class="w"> </span><span class="n">search</span><span class="p">:</span>
|
||
|
||
<span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">based</span><span class="w"> </span><span class="n">on</span><span class="w"> </span><span class="n">documents</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">facts</span>
|
||
|
||
<span class="n">Output</span><span class="p">:</span>
|
||
|
||
<span class="o">-</span><span class="w"> </span><span class="n">list</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">changed</span><span class="w"> </span><span class="n">files</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="n">diff</span>
|
||
<span class="o">-</span><span class="w"> </span><span class="n">summary</span>
|
||
</code></pre></div>
|
||
|
||
<hr />
|
||
<h1 id="13">13. Результат<a class="headerlink" href="#13" title="Permanent link">¶</a></h1>
|
||
<p>Після впровадження цього модуля:</p>
|
||
<ul>
|
||
<li>кожне microDAO отримує повноцінну еволюційну памʼять,</li>
|
||
<li>агенти знають, що створює спільнота,</li>
|
||
<li>знання не губляться в чатах — вони структуруються,</li>
|
||
<li>DAGI отримує основу для глибинного reasoning,</li>
|
||
<li>MicroDAO перетворюється на справжній "живий простір розуму".</li>
|
||
</ul>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
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