Auto Update

Author: FastJava Team

MAP.md

@@ -106,14 +106,16 @@
 ### AI & ML
 | Module | Purpose | Tech |
 |--------|---------|------|
-| FastAIClient | Unified AI client | REST/GRPC |
-| FastEmbedding | Text embeddings | Local/Cloud |
-| FastVectorDB | In-memory vector search | SIMD |
-| FastToolBridge | AI tool integration | MCP |
-| FastContext | Context management for AI | — |
+| FastAIService | Router/Orchestrator | API |
+| FastContext | Session-Manager | State |
 | FastMemory | AI memory/retrieval | Vector DB |
 | FastRAG | Retrieval-Augmented Generation | Pipeline |
+| FastEmbedding | Text to Vector translation | Model |
+| FastVectorDB | In-memory vector search | SIMD |
+| FastAgent | Autonomous agent runtime | LLM |
+| FastToolBridge | AI tool integration | API |
 | FastMCP | Model Context Protocol | Standard |
+| FastModel | C++ Model Engine (ONNX/gguf) | ONNX |
 
 ### Debugging & Development
 | Module | Purpose | Tech |
@@ -144,10 +146,16 @@
 ┌────────────────────────────────────────────────────────────────────────┐
 │  AUDIO          │  AI            │  COMPUTE      │  UTILS    │ DEBUG   │
 ├────────────────────────────────────────────────────────────────────────┤
-│  FastAudio      │  FastAI        │  FastGPU      │  FastTween│ FastTest│
-│  FastTTS        │  FastEmbedding │               │  FastAnim │FastWatch│
-│  FastSTT        │  FastVectorDB  │               │  FastEvent│FastRepla│
+│  FastAudio      │  FastAIService │  FastGPU      │  FastTween│ FastTest│
+│  FastTTS        │  FastAgent     │               │  FastAnim │FastWatch│
+│  FastSTT        │  FastModel     │               │  FastEvent│FastRepla│
 │  FastOCR        │  FastRAG       │               │  FastSort │FastTrace│
+│                 │  FastVectorDB  │               │           │         │
+│                 │  FastToolBridge│               │           │         │
+│                 │  FastContext   │               │           │         │
+│                 │  FastMemory    │               │           │         │
+│                 │  FastEmbedding │               │           │         │
+│                 │  FastMCP       │               │           │         │
 └────────────────────────────────────────────────────────────────────────┘
 ```
 
@@ -157,7 +165,7 @@
 
 ```
 ┌────────────────────────────────────────┐
-│  AI & Agent Layer                      │ FastAI, FastRAG, FastToolBridge
+│  AI & Agent Layer                      │ FastAIService, FastAgent, FastRAG, FastToolBridge
 ├────────────────────────────────────────┤
 │  Application Layer                     │ FastRobot, FastScreen, FastWindow
 ├────────────────────────────────────────┤

README.md

@@ -121,9 +121,14 @@ A unified directory of all FastJava modules. Categorized by functional domain, i
 | Module | Speed vs Java | Key Metrics | Tech | Status |
 |--------|---------------|-------------|------|--------|
 | FastAIService | — | Router/Orchestrator | API | TODO |
-| FastModel | — | Model-Runtime | ONNX | TODO |
+| FastContext | — | Session-Manager | State | TODO |
+| FastMemory | — | Long-term user storage | Vector DB | TODO |
 | FastRAG | — | Retrieval-Augmented Generation | Pipeline | TODO |
+| FastEmbedding | — | Text to Vector translation | Model | TODO |
+| FastVectorDB | — | High-speed SIMD vector search | SIMD | TODO |
+| FastToolBridge | — | Executes Java code for Agents | API | TODO |
 | FastMCP | — | Model Context Protocol Adapter | MCP | TODO |
+| FastModel | — | C++ Engine (ONNX/gguf) | ONNX | TODO |
 | **[FastAgent](https://github.com/andrestubbe/FastAgent)** | **—** | Autonomous agent runtime | LLM Integration | Alpha |
 
 ### 13. Vision