configure openclaw to use custom LLM server

app.py

@@ -1,5 +1,6 @@
 import json
 import os
+import re
 import shutil
 import socket
 import subprocess
@@ -248,8 +249,11 @@ def parse_expected_env_vars(config_data: dict) -> list[str]:
     vars_found: set[str] = set()
     for provider in config_data.get("providers", []):
         base_url = provider.get("base_url")
-        if isinstance(base_url, str) and "${LLM_SPACE_URL}" in base_url:
-            vars_found.add("LLM_SPACE_URL")
+        if isinstance(base_url, str):
+            vars_found.update(re.findall(r"\$\{([A-Z0-9_]+)\}", base_url))
+        for _, val in provider.get("headers", {}).items():
+            if isinstance(val, str):
+                vars_found.update(re.findall(r"\$\{([A-Z0-9_]+)\}", val))
     for tool in config_data.get("tools", {}).values():
         for env_name in tool.get("env", []):
             vars_found.add(env_name)

openclaw.json

@@ -1,26 +1,58 @@
 {
   "agent": {
     "name": "openclaw-trading-bot",
-    "description": "OpenClaw bot for paper trading with Alpaca and external LLM Space",
+    "description": "OpenClaw bot for paper trading with Alpaca and ResearchEngineering AGI Multi-Model API",
     "timezone": "UTC"
   },
   "providers": [
     {
-      "name": "hf_space_llm",
+      "name": "agi_chat",
       "type": "custom_http",
-      "base_url": "${LLM_SPACE_URL}",
+      "base_url": "${LLM_SPACE_OPENAI_URL}",
       "method": "POST",
-      "timeout_ms": 20000,
+      "timeout_ms": 30000,
+      "headers": {
+        "Content-Type": "application/json"
+      },
+      "request_schema": {
+        "messages": [
+          {
+            "role": "user",
+            "content": "${prompt}"
+          }
+        ],
+        "max_tokens": 700,
+        "temperature": 0.2
+      },
+      "response_path": "choices.0.message.content"
+    },
+    {
+      "name": "agi_web_chat",
+      "type": "custom_http",
+      "base_url": "${LLM_SPACE_WEBCHAT_URL}",
+      "method": "POST",
+      "timeout_ms": 45000,
+      "headers": {
+        "Content-Type": "application/json"
+      },
       "request_schema": {
-        "inputs": "${prompt}"
+        "messages": [
+          {
+            "role": "user",
+            "content": "${prompt}"
+          }
+        ],
+        "max_tokens": 700,
+        "temperature": 0.2,
+        "max_search_results": 5
       },
-      "response_path": "data.output_text"
+      "response_path": "choices.0.message.content"
     }
   ],
   "routing": {
-    "market_analysis": "hf_space_llm",
-    "signal_generation": "hf_space_llm",
-    "reporting": "hf_space_llm"
+    "market_analysis": "agi_web_chat",
+    "signal_generation": "agi_chat",
+    "reporting": "agi_chat"
   },
   "tools": {
     "alpaca_paper": {