From 346223d1a2f5c35f0efcee375e4b8d4a403b6d3e Mon Sep 17 00:00:00 2001
From: Dita Aji Pratama <ditaajipratama@protonmail.com>
Date: Mon, 14 Sep 2026 12:49:54 +0700
Subject: [PATCH] baca-baca dikit, sambil rubah-rubah dikit

---
 services/llm_client.py | 36 +++++++++++++++++++-----------------
 1 file changed, 19 insertions(+), 17 deletions(-)

diff --git a/services/llm_client.py b/services/llm_client.py
index 1da24f4..c32c60e 100644
--- a/services/llm_client.py
+++ b/services/llm_client.py
@@ -5,25 +5,16 @@ import urllib.request
 import urllib.error
 
 class _LLMFail(Exception):
-    """Kegagalan network dari satu kandidat chain.
-
-    kind:
-      - 'auth'        : 401/403 → rotasi key (coba key berikutnya di provider yang sama)
-      - 'unreachable' : koneksi gagal / timeout / 5xx / 429 / 404 → pindah model/provider
+    """
+    - 'auth'        : 401/403 → rotasi key (coba key berikutnya di provider yang sama)
+    - 'unreachable' : koneksi gagal / timeout / 5xx / 429 / 404 → pindah model/provider
     """
     def __init__(self, kind, message):
         super().__init__(message)
         self.kind = kind
         self.message = message
 
-
 class LLMClient:
-    class Message:
-        def __init__(self, msg):
-            raw_content     = msg.get('content', '')      # Ambil konten mentah
-            self.content    = gadget.strip_thinking(raw_content) if isinstance(raw_content, str) else raw_content # Auto-strip <thinking> dari content
-            self.tool_calls = msg.get('tool_calls', None) # Ambil tool calls
-            self.warning    = None
 
     def __init__(self, base_url, model, api_key, timeout=600):
         self.base_url = (base_url or "").rstrip('/')
@@ -32,12 +23,19 @@ class LLMClient:
         self.timeout = timeout
         self.cancel_requested = False
 
-        # Chain kandidat per tipe ('llm', 'imagevision', ...)
+        # Chaining kandidat set model per tipe ('llm', 'imagevision', ...)
         self._chains: dict[str, list[dict]] = {}
         self._chain: list[dict] | None = None
         self._chain_key: str | None = None
         self._chain_index = 0
 
+    class Message:
+        def __init__(self, msg):
+            raw_content     = msg.get('content', '')      # Ambil konten mentah
+            self.content    = gadget.strip_thinking(raw_content) if isinstance(raw_content, str) else raw_content # Auto-strip <thinking> dari content
+            self.tool_calls = msg.get('tool_calls', None) # Ambil tool calls
+            self.warning    = None
+            
     # ------------------------------------------------------------ config ---
 
     def set_chains(self, chains):
@@ -108,11 +106,15 @@ class LLMClient:
         return "llm"
 
     def chat(self, messages, tools=None, on_stream_chunk=None, disable_reasoning=False, tool_reminder=None):
-        if not self._chains:
+
+        if not self._chains: # kalau bukan chain
             return self._chat_once(
-                self.base_url, self.model, self.api_key, messages,
-                tools=tools, on_stream_chunk=on_stream_chunk,
-                disable_reasoning=disable_reasoning, tool_reminder=tool_reminder,
+                self.base_url, self.model, self.api_key,
+                messages,
+                tools=tools,
+                on_stream_chunk=on_stream_chunk,
+                disable_reasoning=disable_reasoning,
+                tool_reminder=tool_reminder,
             )
 
         chain_type = self._pick_chain_type(messages)