# LANGCHAIN STACK — TECHNISCHE DOKUMENTATION
## Vollständiger Index aller Tools, Endpunkte, Techniken & Funktionen

---

## ZUSAMMENFASSUNG

Dieses Dokument beschreibt alle 15 Tools des **LANGCHAIN STACK** (https://lang-chain.replit.app). 
Es ist primär für **autonome LLM-Agenten** und **weitere AI-Systeme** gedacht, die sofort verstehen 
und nutzen können, was jede Datei macht, welche API-Calls sie tätigt, und welche Techniken 
angewendet werden. Keine Floskeln, nur Tight-Fakten.

---

## ARCHITEKTUR ÜBERBLICK

```
┌─────────────────────────────────────────┐
│  LANGCHAIN STACK (lang-chain.replit.app)│
│                                         │
│  ┌──────────────┐  ┌─────────────────┐  │
│  │ v2.0 STACK   │  │ v1 LEGACY STACK │  │
│  │ 8 Tools      │  │ 7 Tools         │  │
│  └──────────────┘  └─────────────────┘  │
│                                         │
│  ┌─ Backends ──────────────────────────┐│
│  │ https://theserver-open-ai.replit.app ││
│  │ https://gemini-os.replit.app         ││
│  │ https://genitus-embeddings.replit.app││
│  └─────────────────────────────────────┘│
└─────────────────────────────────────────┘
```

---

## ZENTRALE API-ENDPUNKTE (Global Re-Use)

| Endpoint | URL | Zweck | Verwendet von |
|----------|-----|-------|---------------|
| **OpenAI Chat Proxy** | `https://theserver-open-ai.replit.app/api/chat` | GPT-4 Chat-Completions | Agent, Intel, Outreach, Script, RPG, Tech, Travel, Weather, IDE |
| **Perplexity Proxy** | `https://theserver-open-ai.replit.app/perplexity/chat/completions` | Perplexity Web-Search | Agent, Competitor, Diagramm, Outreach |
| **Claude Messages** | `https://theserver-open-ai.replit.app/claude/messages` | Anthropic Claude | IDE |
| **Mistral Chat** | `https://theserver-open-ai.replit.app/mistral/chat` | Mistral AI | IDE |
| **Embeddings API** | `https://theserver-open-ai.replit.app/api/embeddings` | OpenAI Embeddings | IDE, Privacy |
| **RAG Query** | `https://genitus-embeddings.replit.app/query` | Semantic Vector Search | IDE |
| **DALL-E 3** | `https://theserver-open-ai.replit.app/api/images/generate` | Image Generation | IDE |
| **Audio TTS** | `https://theserver-open-ai.replit.app/api/audio/speech` | Text-to-Speech | IDE |
| **Audio Transcribe** | `https://theserver-open-ai.replit.app/api/audio/transcriptions` | Whisper STT | IDE |
| **Moderations** | `https://theserver-open-ai.replit.app/api/moderations` | OpenAI Moderation | IDE |
| **EOD Market Data** | `https://gemini-os.replit.app/api/eod` | Stock OHLC | Hedge Fund Hub, Macro |
| **Hacker News** | `https://hacker-news.firebaseio.com/v0/` | Tech News Feed | Tech-Monitor |
| **Wikipedia DE** | `https://de.wikipedia.org/w/api.php` | Wiki Knowledge | Travel, Wikimedia |
| **Open-Meteo** | `https://api.open-meteo.com/v1/forecast` | Weather API | Travel, Weather |
| **ApexCharts** | `https://cdn.jsdelivr.net/npm/apexcharts` | Chart Library | Diagramm |
| **Three.js** | `https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js` | 3D Engine | RPG Engine |
| **TensorFlow.js** | `https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@4.11.0` | ML Runtime | Privacy Shield |
| **USE Model** | `https://cdn.jsdelivr.net/npm/@tensorflow-models/universal-sentence-encoder@1.3.3` | Text Embedding | Privacy Shield |
| **PDF.js** | `https://cdnjs.cloudflare.com/ajax/libs/pdf.js/3.11.174/pdf.min.js` | PDF Parser | Privacy Shield, IDE |
| **ACE Editor** | `https://cdnjs.cloudflare.com/ajax/libs/ace/1.4.12/ace.js` | Code Editor | IDE |
| **Pyodide** | `https://cdn.jsdelivr.net/pyodide/v0.25.0/full/pyodide.js` | Python WASM | IDE |
| **JSZip** | `https://cdnjs.cloudflare.com/ajax/libs/jszip/3.10.1/jszip.min.js` | ZIP Export | IDE |

---

## TOOL-BESCHREIBUNGEN (v2.0 STACK)

### 1. LANGCHAIN AGENT ENGINE v2.2
**File:** `LANGCHAIN/langchain-agent (2).html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/langchain-agent%20(2).html`

**Architektur:**
- ReAct-Pattern (Reasoning + Acting)
- Tool-Use-Integration mit 4 definierten Tools
- Memory-Buffer (Konversation als Kontext)
- Streaming-Output
- Retry-Logik
- Dark-Theme Radial-Gradient UI

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/perplexity/chat/completions
POST https://theserver-open-ai.replit.app/api/chat
```

**Tools (hardcoded):**
| Tool | Beschreibung |
|------|-------------|
| `web_search` | Perplexity API für Web-Suche |
| `calculator` | Client-seitige Math-Evaluation |
| `code_executor` | Client-seitige JS-Eval (sicher) |
| `file_writer` | Client-seitige Blob/Download |

**Key-Techniken:**
- ReAct Prompt Engineering ("Thought: ... Action: ...")
- Tool-Schema Parsing
- Streaming-Response Parsing
- Memory-Buffer-Injection in Prompts
- Self-Correction Loop

**Funktionen:**
- `runAgent()` — Haupt-Loop
- `executeTool(toolName, input)` — Tool-Dispatcher
- Streaming-Terminal-Output mit Color-Coding

---

### 2. LANGGRAPH INTEL-TRACKER v4.0
**File:** `LANGCHAIN/DIAGRAMM-LANGCHAIN.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/DIAGRAMM-LANGCHAIN.html`

**Architektur:**
- ApexCharts-Visualisierung (vollständig per CDN)
- LangGraph-Style Node-Visualisierung
- ReAct-Graph mit Perplexity + OpenAI Dual-LLM
- Chart-Dashboard: Line, Radar, Heatmap, Bar

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/perplexity/chat/completions
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- ApexCharts Multi-Chart Synchronization
- Node-Visual Aktualisierung (updateNodeVisuals)
- LangSmith-Trace-Export (exportLangSmithTrace)
- ReAct-Graph mit State-Transition-Visualisierung

**Funktionen:**
- `runAutonomousGraph()` — Graph-Execution
- `initOrUpdateCharts()` — Chart-Dashboard
- `exportLangSmithTrace()` — Trace-Export als JSON

---

### 3. LANGGRAPH COMPETITOR-TRACKER v3.1
**File:** `LANGCHAIN/COMPETITOR-LANGCHAIN.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/COMPETITOR-LANGCHAIN.html`

**Architektur:**
- Standalone Monolith (kein Framework-Dependency)
- Competitor-Intelligence-Engine
- Perplexity + OpenAI Dual-LLM Pipeline
- Status-Indikatoren mit Card-UI

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/perplexity/chat/completions
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Competitor-Mapping (Manual Input)
- Feature-Gap-Analyse
- Market-Positioning-Score
- ReAct-Graph im Monolith-Design

**Funktionen:**
- `runAutonomousGraph()` — Competitor-Analyse
- Dual-LLM: Perplexity (Research) → OpenAI (Synthesis)

---

### 4. QUANT HEDGEFUND HUB v3
**File:** `LANGCHAIN/HEDGE-FUND-HUB (4).html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/HEDGE-FUND-HUB%20(4).html`

**Architektur:**
- Light-Theme Quant-Platform
- HMM (Hidden Markov Model) Regime Detection
- Viterbi-Decoding
- EOD-Market-Data-Proxy
- Universum-Modal (Globale Stock-Scanner)
- Trading-AI mit LangChain

**API-Calls:**
```
GET  https://gemini-os.replit.app/api/eod?symbol=...&period=...
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- HMM Regime Detection (Bull/Bear)
- Viterbi-Decoding Algorithmus
- Log-Emission-Wahrscheinlichkeiten
- Max-Drawdown-Berechnung
- Volatilitäts-Annualisierung
- Stop-Loss / Take-Profit-Kalkulation
- Canvas-Chart-Rendering (Custom)
- Universum-Scanner mit Modal-Overlay

**Funktionen:**
- `loadStockData()` — OHLC-Daten laden
- `fetchRealMarketData()` — EOD-Proxy abfragen
- `runViterbiDecoding()` — HMM Regime-Detection
- `triggerTradingAI()` — AI-Trading-Analysis
- `openAnalysisModal()` — Detail-Modal
- `calculateMaxDrawdown()` — Risk-Metric
- `drawChart()` — Canvas-Rendering

**Daten-Schema (EOD-Proxy Response):**
```json
{
  "symbol": "SOL-USD",
  "data": [
    {"date": "2024-01-01", "close": 100.0, "volume": 1000000}
  ]
}
```

---

### 5. QUANT INSTITUTIONAL ALPHA v4
**File:** `LANGCHAIN/HEDGE-FUND-MACRO (1).html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/HEDGE-FUND-MACRO%20(1).html`

**Architektur:**
- Light-Theme Macro-Quant-Platform
- Alpha-Terminal Design
- HMM Regime Detection (geteilt mit Hub)
- Signal-Generator für Macro-Strategien
- Buy-&-Hold vs. Quant-Return-Vergleich
- Canvas-Chart-Rendering

**API-Calls:**
```
GET  https://gemini-os.replit.app/api/eod?symbol=...&period=...
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Identische HMM/Viterbi wie Hub (Code-Replication)
- Macro-Strategie-Signal-Generator
- Asset-Return-Berechnung
- Buy-&-Hold Benchmark
- Regime-Switch-Counting
- Annualized-Volatility
- YTD-Return

**Funktionen:**
- `fetchRealMarketData()` — EOD-Daten
- `triggerTradingAI()` — Macro-Analysis
- `drawChart()` — Canvas-Chart

---

### 6. AI HTML STUDIO v4
**File:** `LANGCHAIN/IDE (4).html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/IDE%20(4).html`

**Architektur:**
- Vollständiger Code-Editor (ACE Editor)
- Live-Preview (iframe)
- Multi-LLM-Agent-Integration (Claude, Mistral, GPT)
- RAG-Semantic-Search (Embeddings)
- Python-Interpreter (Pyodide WASM)
- PDF-Analyse (PDF.js)
- Image-Generation (DALL-E 3)
- Audio-TTS (OpenAI Speech)
- Audio-STT (Whisper)
- Moderation
- Dark/Light-Theme

**API-Calls (vollständig):**
```
POST https://theserver-open-ai.replit.app/api/chat               (GPT-4)
POST https://theserver-open-ai.replit.app/claude/messages        (Claude)
POST https://theserver-open-ai.replit.app/mistral/chat           (Mistral)
POST https://theserver-open-ai.replit.app/api/embeddings         (Embeddings)
POST https://genitus-embeddings.replit.app/query                  (RAG)
POST https://theserver-open-ai.replit.app/api/images/generate    (DALL-E 3)
POST https://theserver-open-ai.replit.app/api/audio/speech       (TTS)
POST https://theserver-open-ai.replit.app/api/audio/transcriptions (STT)
POST https://theserver-open-ai.replit.app/api/moderations       (Moderation)
```

**Key-Techniken:**
- ACE Editor Integration (Syntax-Highlighting, Auto-Complete)
- Live-Preview iframe (Split-Pane)
- Pyodide WASM (Python in Browser)
- Semantic-Search mit Embeddings
- RAG-Retrieval mit genitus-embeddings
- Multi-LLM-Agent mit Streaming
- PDF.js Text-Extraction
- Code-Beautification (js-beautify)
- JSZIP Export
- Auto-Save (localStorage)
- Keyboard-Shortcuts (Ctrl+Shift+F etc.)
- Mobile-Responsive-Layout

**Funktionen (Auswahl):**
- `runPythonCode()` — Pyodide Execution
- `generateEmbeddings()` — OpenAI Embeddings
- `semanticSearch(query, topK)` — RAG Retrieval
- `callClaudeStream()` — Claude Streaming
- `callMistralStream()` — Mistral Streaming
- `callImagesAPI(prompt)` — DALL-E 3
- `callSpeechAPI(text)` — TTS
- `callTranscribeAPI(file)` — Whisper
- `callModerationAPI(text)` — Moderation
- `processPDFAgentFile(file)` — PDF Analysis
- `exportAllFilesAndFolders()` — ZIP Export
- `runAgent()` — Multi-LLM Agent

---

### 7. GDPR PRIVACY SHIELD v5
**File:** `LANGCHAIN/PRIVACY-SHIELD (1).html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/PRIVACY-SHIELD%20(1).html`

**Architektur:**
- TensorFlow.js Universal Sentence Encoder
- GDPR-Risiko-Klassifikation
- PII-Erkennung (Pattern-Matching)
- Anonymisierungs-Score
- PDF.js-Integration für Dokumenten-Scan
- Dark-Theme Security-Aesthetic

**API-Calls:**
```
N/A (Client-Side Only, TF.js + PDF.js)
```

**Key-Techniken:**
- Universal Sentence Encoder (USE) für Semantik
- Regex-PII-Erkennung (Email, IBAN, SSN, etc.)
- GDPR-Risiko-Scoring (Red/Amber/Green)
- Anonymisierungs-Engine (Maskierung)
- PDF-Text-Extraction (PDF.js)
- Drag-&-Drop File Upload
- Dark-Theme Security-UI

**Funktionen:**
- `loadUSEModel()` — TF.js USE laden
- `runPrivacyPipeline()` — GDPR-Analysis
- `handleFileSelect()` — File-Upload
- `processUploadedFile()` — PDF/TXT/CSV Parsing
- `registerToken()` — PII-Registrierung

---

### 8. AUTONOMOUS TECH-MONITOR
**File:** `LANGCHAIN/TECH-MONITOR.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/TECH-MONITOR.html`

**Architektur:**
- Matrix-Background-Animation (Canvas)
- Hacker-News-API-Integration
- Tech-Intelligence-Agent
- Autonomes Alert-System
- Status-Beacon

**API-Calls:**
```
GET https://hacker-news.firebaseio.com/v0/topstories.json
GET https://hacker-news.firebaseio.com/v0/item/{id}.json
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Hacker-News-API (Real-Time)
- Matrix-Rain-Animation (Canvas)
- Autonomous-Alert-System
- Status-Beacon ( pulsierend )
- Tech-Stack-Monitoring

**Funktionen:**
- `launchIntelligenceGraph()` — Haupt-Loop
- Hacker-News-Top-Stories laden
- AI-Summary via GPT-4

---

## TOOL-BESCHREIBUNGEN (v1 LEGACY STACK)

### 9. MCMC EXOPLANET DETECTOR
**File:** `LANGCHAIN/MARKOV-PLANETEN.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/MARKOV-PLANETEN.html`

**Architektur:**
- MCMC (Markov Chain Monte Carlo) Algorithmus
- Stellar-Transit-Methoden
- Radial-Velocity Simulation
- Bayesian-Inference
- Canvas-Visualisierung

**Key-Techniken:**
- Metropolis-Hastings MCMC
- Log-Likelihood-Berechnung
- Transit-Light-Curve-Generierung
- Habitability-Zone-Score
- Parameter-Sliding (Depth, Duration, Noise)
- Canvas-Animation

**Funktionen:**
- `generateData()` — Simulierte Transit-Daten
- `computeLogLikelihood(depth, duration)` — Likelihood
- `startMCMC()` — MCMC-Start
- `mcmcStep()` — Single MCMC Step
- `draw()` — Canvas-Rendering

---

### 10. AI OUTREACH ARCHITECT
**File:** `LANGCHAIN/OUTREACH-ARCHITECT.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/OUTREACH-ARCHITECT.html`

**Architektur:**
- Marketing-Campaign-Builder
- Perplexity + OpenAI Dual-LLM
- E-Mail-Sequenz-Generierung
- A/B-Test-Varianten
- Follow-up-Schedules

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/perplexity/chat/completions
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Audience-Segmentation
- E-Mail-Template-Generierung
- A/B-Test-Varianten (Multi-Variant)
- Follow-up-Scheduling
- Response-Tracking

**Funktionen:**
- `executeShowcaseWorkflow()` — Campaign-Execution
- Dual-LLM: Perplexity (Research) → OpenAI (Copy)

---

### 11. QUANTUM SCRIPT MUTATOR
**File:** `LANGCHAIN/SCRIPT-MUTATOR.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/SCRIPT-MUTATOR.html`

**Architektur:**
- Code-Mutation-Engine
- PDF.js-Integration für Dokumenten-Import
- Multi-Agent-Swarm (fireSwarmAgents)
- Station-List (Modularer Workflow)
- Matrix-Style UI

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Code-Mutation (AST-Style)
- Multi-Agent-Swarm
- Station-basierte Workflows
- PDF-Text-Extraction
- Metrics-Berechnung (Länge, Komplexität)
- Matrix-UI

**Funktionen:**
- `renderStationList()` — Stations-Rendering
- `selectStation(idx)` — Station-Auswahl
- `calculateMetrics(text)` — Code-Metrics
- `mutateNextState()` — Mutation-Step
- `fireSwarmAgents()` — Multi-Agent-Feuerung
- `fireAgent(id, prompt)` — Single-Agent-Call
- `resetToDefault()` — Reset

---

### 12. STOCHASTIC RPG NPC ENGINE
**File:** `LANGCHAIN/STOCHASTIC RPG ENGINE.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/STOCHASTIC%20RPG%20ENGINE.html`

**Architektur:**
- Three.js 3D-Rendering
- Stochastic-Dialog-System
- Markov-basierte Dialog-Generierung
- Mood-States (Friendly, Suspicious, Aggressive, Greedy)
- 3D-Charakter-Visualisierung

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Three.js 3D Scene
- Markov-Dialog-Generator
- Mood-State-Transition
- 3D-Object-Animation (update3DObject)
- RequestAnimationFrame-Loop
- Light-Theme mit Mood-Color-Coding

**Funktionen:**
- `rollNextMood(mood)` — Mood-Transition
- `animate()` — Render-Loop
- `update3DObject(mood)` — 3D-Update
- `sendAction()` — Dialog-Action

---

### 13. AI TRAVEL CONCIERGE
**File:** `LANGCHAIN/TRAVEL-AGENT.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/TRAVEL-AGENT.html`

**Architektur:**
- Autonomer AI-Reise-Agent
- Wikipedia-API (Sehenswürdigkeiten)
- Open-Meteo API (Wetter)
- Buchungs-Logik
- Matrix-Background

**API-Calls:**
```
GET https://de.wikipedia.org/w/api.php?action=query&list=search&srsearch=...
GET https://api.open-meteo.com/v1/forecast?latitude=...&longitude=...
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Wikipedia-Search (JSONP / CORS)
- Open-Meteo Geo-Coding
- Wetter-Daten-Integration
- Reise-Planungs-Algorithmus
- Autonomous-Agent-Modus

**Funktionen:**
- `launchTravelGraph()` — Reise-Workflow
- Wikipedia-Suche für Sehenswürdigkeiten
- Open-Meteo Wetter-Abfrage
- AI-Travel-Recommendation

---

### 14. QUANTUM CLIMATE INTERFACE v9.1
**File:** `LANGCHAIN/WETTER-MARKOV.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/WETTER-MARKOV.html`

**Architektur:**
- Geo-Coupled Markov Core
- Open-Meteo API
- Markov-State-Transition für Wetter
- Canvas-Visualisierung
- Matrix-Style UI

**API-Calls:**
```
POST https://theserver-open-ai.replit.app/api/chat
```

**Key-Techniken:**
- Geo-Coding (Open-Meteo)
- Markov-State-Transition (Wetter-Zustände)
- 6-State Markov-Chain (Sunny, Cloudy, Rainy, etc.)
- Transition-Matrix-Visualisierung
- Canvas-Chart-Rendering
- Meteorologische Daten-Visualisierung

**Funktionen:**
- `executeGeocodedAtmosphericRun()` — Haupt-Workflow
- `fetchMeteoMetrics(lat, lon)` — Wetter-Daten
- `triggerLangChainCouncil(lat, lon)` — AI-Council
- `fireWeatherAgent(agentId, promptText)` — Agent-Feuerung

---

### 15. WIKIMEDIA RAW-METRIC
**File:** `LANGCHAIN/WIKIMEDIA.html`
**URL:** `https://lang-chain.replit.app/LANGCHAIN/WIKIMEDIA.html`

**Architektur:**
- Wikipedia-Analytics
- Light-Theme
- Terminal-Style Output
- Rohdaten-Metriken
- Data-Analytics-Layout

**API-Calls:**
```
GET https://de.wikipedia.org/w/api.php?action=query&list=search&srsearch=...
```

**Key-Techniken:**
- Wikipedia-API (Raw-Metrics)
- Artikel-Statistiken
- Bearbeitungs-Häufigkeiten
- Autoren-Scores
- Trending-Themen
- Terminal-Color-Coding

**Funktionen:**
- `triggerPureWikiCall()` — Wiki-Abfrage
- `log(msg, style)` — Terminal-Logging

---

## SHARED PATTERNS (WIEDERVERWENDETE TECHNIKEN)

### ReAct-Graph (Dual-LLM)
```
1. Perplexity: Web-Research + Fakten-Sammlung
2. OpenAI: Synthese + Formatierung + Output
```
Genutzt von: Agent, Competitor, Diagramm, Outreach

### HMM Regime Detection
```
1. EOD-Daten laden (gemini-os.replit.app)
2. Log-Returns berechnen
3. Viterbi-Decoding für Bull/Bear
4. Emission-Wahrscheinlichkeiten berechnen
5. Regime-Switches zählen
6. Canvas-Chart rendern
```
Genutzt von: Hedge Fund Hub, Hedge Fund Macro

### Multi-Agent Swarm
```
1. Prompt-Generierung
2. Parallele Agent-Feuerung
3. Response-Aggregation
4. Konsensus-Bildung
```
Genutzt von: Script Mutator, Weather

### Streaming-Response
```
1. fetch() mit ReadableStream
2. Chunk-by-Chunk Parsing
3. Real-Time Terminal-Update
4. Done-Detection
```
Genutzt von: Agent, IDE (Claude, Mistral, GPT)

### Canvas-Rendering
```
1. initCanvas() für Responsive
2. mapX() / mapY() für Koordinaten
3. draw() Loop
4. window.addEventListener('resize')
```
Genutzt von: Hedge Fund Hub, Macro, Weather, Planeten

---

## DATA SCHEMAS

### EOD-Proxy Response
```json
{
  "symbol": "SOL-USD",
  "data": [
    {
      "date": "2024-01-01",
      "close": 100.0,
      "volume": 1000000,
      "open": 98.0,
      "high": 102.0,
      "low": 97.0
    }
  ]
}
```

### OpenAI Chat Proxy Request
```json
{
  "model": "gpt-4",
  "messages": [
    {"role": "system", "content": "..."},
    {"role": "user", "content": "..."}
  ],
  "stream": true
}
```

### Perplexity Proxy Request
```json
{
  "model": "llama-3.1-sonar-large-128k-online",
  "messages": [
    {"role": "system", "content": "..."},
    {"role": "user", "content": "..."}
  ],
  "stream": true
}
```

### Embeddings Request
```json
{
  "input": "text to embed",
  "model": "text-embedding-3-small"
}
```

### RAG Query Request
```json
{
  "query": "search query",
  "top_k": 5
}
```

---

## CSS DESIGN TOKENS (Shared)

### Dark-Theme (Standard)
```css
--bg-dark: #030508;
--bg-card: #0b0f17;
--accent-purple: #a855f7;
--accent-cyan: #06b6d4;
--accent-green: #10b981;
--accent-red: #ef4444;
--accent-gold: #f59e0b;
--text-main: #f3f4f6;
--text-muted: #6b7280;
--border-color: #1f2937;
```

### Light-Theme (Quant)
```css
--bg-light: #f1f5f9;
--panel-light: #ffffff;
--border-light: #cbd5e1;
--text-dark: #0f172a;
--text-muted: #64748b;
--bull-green: #10b981;
--bear-red: #ef4444;
--accent-blue: #0284c7;
```

---

## QUICK-START FÜR NEUE LLM-AGENTEN

```
# Wenn du als neuer LLM-Agent auf diesen Stack zugreifst:

1. MASTER-INDEX: https://lang-chain.replit.app/
   → Alle 15 Tools als Cards mit iframe previews

2. HAUPT-API: https://theserver-open-ai.replit.app
   → /api/chat (GPT-4)
   → /perplexity/chat/completions (Perplexity)
   → /claude/messages (Claude)
   → /mistral/chat (Mistral)
   → /api/embeddings (Embeddings)
   → /api/images/generate (DALL-E 3)
   → /api/audio/speech (TTS)
   → /api/audio/transcriptions (STT)
   → /api/moderations (Moderation)

3. MARKET-DATA: https://gemini-os.replit.app/api/eod
   → ?symbol=SOL-USD&period=365

4. RAG-VEKTOR: https://genitus-embeddings.replit.app/query
   → POST {query: "...", top_k: 5}

5. WIKIPEDIA: https://de.wikipedia.org/w/api.php
   → ?action=query&list=search&srsearch=...&format=json&origin=*

6. WETTER: https://api.open-meteo.com/v1/forecast
   → ?latitude=...&longitude=...&current_weather=true

7. TECH-NEWS: https://hacker-news.firebaseio.com/v0/
   → /topstories.json + /item/{id}.json
```

---

## VERSIONS-HISTORIE

| Tool | Version | Datum | Status |
|------|---------|-------|--------|
| Agent Engine | v2.2 | 2024 | ✅ Active |
| Intel-Tracker | v4.0 | 2024 | ✅ Active |
| Competitor-Tracker | v3.1 | 2024 | ✅ Active |
| Hedge Fund Hub | v3.0 | 2024 | ✅ Active |
| Hedge Fund Macro | v4.0 | 2024 | ✅ Active |
| AI HTML Studio | v4.0 | 2024 | ✅ Active |
| Privacy Shield | v5.0 | 2024 | ✅ Active |
| Tech-Monitor | v1.0 | 2024 | ✅ Active |
| Exoplanet Detector | v1.0 | 2024 | 🔧 Legacy |
| Outreach Architect | v1.0 | 2024 | 🔧 Legacy |
| Script Mutator | v1.0 | 2024 | 🔧 Legacy |
| RPG NPC Engine | v1.0 | 2024 | 🔧 Legacy |
| Travel Concierge | v1.0 | 2024 | 🔧 Legacy |
| Climate Interface | v9.1 | 2024 | 🔧 Legacy |
| Wikimedia Metric | v1.0 | 2024 | 🔧 Legacy |

---

## ENDE DER DOKUMENTATION

Generiert: 2026-06-18
Stack: LANGCHAIN STACK (lang-chain.replit.app)
Author: Replit Agent