Don't release full image (#10654)

### What problem does this PR solve?

Introduced gpu profile in .env
Added Dockerfile_tei
fix datrie
Removed LIGHTEN flag

### Type of change

- [x] Documentation Update
- [x] Refactoring

conf/llm_factories.json

@@ -1112,6 +1112,32 @@
                 }
             ]
         },
+        {
+            "name": "Builtin",
+            "logo": "",
+            "tags": "TEXT EMBEDDING",
+            "status": "1",
+            "llm": [
+                {
+                    "llm_name": "BAAI/bge-small-en-v1.5",
+                    "tags": "TEXT EMBEDDING,512",
+                    "max_tokens": 512,
+                    "model_type": "embedding"
+                },
+                {
+                    "llm_name": "BAAI/bge-m3",
+                    "tags": "TEXT EMBEDDING,8k",
+                    "max_tokens": 8192,
+                    "model_type": "embedding"
+                },
+                {
+                    "llm_name": "Qwen/Qwen3-Embedding-0.6B",
+                    "tags": "TEXT EMBEDDING,32k",
+                    "max_tokens": 32768,
+                    "model_type": "embedding"
+                }
+            ]
+        },
         {
             "name": "MiniMax",
             "logo": "",

conf/service_conf.yaml

@@ -32,6 +32,11 @@ redis:
   db: 1
   password: 'infini_rag_flow'
   host: 'localhost:6379'
+user_default_llm:
+  default_models:
+    embedding_model:
+      api_key: 'xxx'
+      base_url: 'http://localhost:6380'
 # postgres:
 #   name: 'rag_flow'
 #   user: 'rag_flow'
@@ -77,7 +82,8 @@ redis:
 #       api_key: 'xxxx'
 #       base_url: 'https://api.xx.com'
 #     embedding_model:
-#       name: 'bge-m3'
+#       api_key: 'xxx'
+#       base_url: 'http://localhost:6380'
 #     rerank_model: 'bge-reranker-v2'
 #     asr_model:
 #       model: 'whisper-large-v3' # alias of name