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# DeepSeek V4 Chat β€” Module Documentation

Status: **integrated** (v1.0.0, 2026-08-09) Β· Registry: `modules/chat-module.yaml`

## 1. Overview

The chat module integrates the DeepSeek-V4-Sovereign model into the
Sovereign stack as a conversational core: session management (bounded
history), sovereign-context system prompt, OpenAI-compatible API client,
and a deterministic local-echo fallback so the module runs β€” and is
testable β€” with zero external dependencies.

## 2. Architecture

```
chat/
β”œβ”€β”€ core.py            ChatMessage Β· ChatSession Β· DeepSeekV4Client
└── api/
    β”œβ”€β”€ routes.py      /api/v1/chat/* (5 endpoints)
    └── app.py         standalone app (port 8003)
site/chat.html         chat web UI (self-contained, responsive)
```

Wired into `src/sovereign/main.py` with a guarded include (same pattern
as matrix/kyrexis/pec5d/coldcase).

## 3. Behavior

- **API mode** β€” `DEEPSEEK_API_KEY` set: OpenAI-compatible
  `/chat/completions` call; errors surface as 502.
- **Local mode** β€” no key: deterministic sovereign echo, no network.
- **Sessions** β€” in-memory, bounded to `max_history` (50), system prompt
  always retained.

## 4. Configuration

`config/chat.yaml` β€” model id/base/temperature/max_tokens, session bounds,
system prompt. Keys via env only.

## 5. Verification

- `tests/test_chat.py` β€” 7 tests (defaults, sessions, bounding, local
  echo, env config, model list, API surface).
- Registry validator covers the `chat` module entry.

## 6. Production notes

- In production set `DEEPSEEK_API_KEY` (or a gateway URL) and serve behind
  TLS; the UI (`site/chat.html`) talks to `/api/v1/chat` same-origin.
- The local echo is a smoke path, not a production model answerer.