Rename generic agent hinter to hint_use_agent

src/agentlab/agents/generic_agent_hinter/__init__.py

@@ -1,54 +1,19 @@
-"""
-Baseline agent for all ServiceNow papers
+import importlib, sys, warnings
 
-This module contains the GenericAgent class, which is the baseline agent for all ServiceNow papers. \
-It is a simple agent that can be ran OOB on all BrowserGym environments. It is also shipped with \
-a few configurations that can be used to run it on different environments.
-"""
+OLD = __name__
+NEW = "agentlab.agents.hint_use_agent"
+SUBS = ("agent_configs", "generic_agent_prompt", "generic_agent", "tmlr_config")
 
-from .agent_configs import (
-    AGENT_3_5,
-    AGENT_8B,
-    AGENT_37_SONNET,
-    AGENT_CLAUDE_SONNET_35,
-    AGENT_CLAUDE_SONNET_35_VISION,
-    AGENT_CUSTOM,
-    AGENT_GPT5_MINI,
-    AGENT_GPT5_NANO,
-    AGENT_LLAMA3_70B,
-    AGENT_LLAMA4_17B_INSTRUCT,
-    AGENT_LLAMA31_70B,
-    CHAT_MODEL_ARGS_DICT,
-    RANDOM_SEARCH_AGENT,
-    AGENT_4o,
-    AGENT_4o_MINI,
-    AGENT_4o_MINI_VISION,
-    AGENT_4o_VISION,
-    AGENT_o1_MINI,
-    AGENT_o3_MINI,
-    FLAGS_GPT_4o,
-    GenericAgentArgs,
+warnings.warn(
+    f"{OLD} is renamed to {NEW}. {OLD} will be removed in future",
+    DeprecationWarning,
+    stacklevel=2,
 )
-from .generic_agent import GenericAgent, GenericAgentArgs
 
-__all__ = [
-    "AGENT_3_5",
-    "AGENT_4o",
-    "AGENT_4o_MINI",
-    "AGENT_4o_VISION",
-    "AGENT_o3_MINI",
-    "AGENT_o1_MINI",
-    "AGENT_LLAMA4_17B_INSTRUCT",
-    "AGENT_LLAMA3_70B",
-    "AGENT_LLAMA31_70B",
-    "AGENT_8B",
-    "RANDOM_SEARCH_AGENT",
-    "AGENT_CUSTOM",
-    "AGENT_CLAUDE_SONNET_35",
-    "AGENT_37_SONNET",
-    "AGENT_4o_VISION",
-    "AGENT_4o_MINI_VISION",
-    "AGENT_CLAUDE_SONNET_35_VISION",
-    "AGENT_GPT5_MINI",
-    "AGENT_GPT5_NANO",
-]
+# Alias the top-level
+new_mod = importlib.import_module(NEW)
+sys.modules[OLD] = new_mod
+
+# Alias known submodules
+for sub in SUBS:
+    sys.modules[f"{OLD}.{sub}"] = importlib.import_module(f"{NEW}.{sub}")

src/agentlab/agents/hint_use_agent/__init__.py

@@ -0,0 +1,54 @@
+"""
+Baseline agent for all ServiceNow papers
+
+This module contains the GenericAgent class, which is the baseline agent for all ServiceNow papers. \
+It is a simple agent that can be ran OOB on all BrowserGym environments. It is also shipped with \
+a few configurations that can be used to run it on different environments.
+"""
+
+from .agent_configs import (
+    AGENT_3_5,
+    AGENT_8B,
+    AGENT_37_SONNET,
+    AGENT_CLAUDE_SONNET_35,
+    AGENT_CLAUDE_SONNET_35_VISION,
+    AGENT_CUSTOM,
+    AGENT_GPT5_MINI,
+    AGENT_GPT5_NANO,
+    AGENT_LLAMA3_70B,
+    AGENT_LLAMA4_17B_INSTRUCT,
+    AGENT_LLAMA31_70B,
+    CHAT_MODEL_ARGS_DICT,
+    RANDOM_SEARCH_AGENT,
+    AGENT_4o,
+    AGENT_4o_MINI,
+    AGENT_4o_MINI_VISION,
+    AGENT_4o_VISION,
+    AGENT_o1_MINI,
+    AGENT_o3_MINI,
+    FLAGS_GPT_4o,
+    GenericAgentArgs,
+)
+from .generic_agent import GenericAgent, GenericAgentArgs
+
+__all__ = [
+    "AGENT_3_5",
+    "AGENT_4o",
+    "AGENT_4o_MINI",
+    "AGENT_4o_VISION",
+    "AGENT_o3_MINI",
+    "AGENT_o1_MINI",
+    "AGENT_LLAMA4_17B_INSTRUCT",
+    "AGENT_LLAMA3_70B",
+    "AGENT_LLAMA31_70B",
+    "AGENT_8B",
+    "RANDOM_SEARCH_AGENT",
+    "AGENT_CUSTOM",
+    "AGENT_CLAUDE_SONNET_35",
+    "AGENT_37_SONNET",
+    "AGENT_4o_VISION",
+    "AGENT_4o_MINI_VISION",
+    "AGENT_CLAUDE_SONNET_35_VISION",
+    "AGENT_GPT5_MINI",
+    "AGENT_GPT5_NANO",
+]

src/agentlab/agents/generic_agent_hinter/generic_agent.py → src/agentlab/agents/hint_use_agent/generic_agent.py

@@ -39,6 +39,7 @@ class GenericAgentArgs(AgentArgs):
 
     def __post_init__(self):
         try:  # some attributes might be temporarily args.CrossProd for hyperparameter generation
+            # TODO: Rename the agent to HintUseAgent when appropriate
             self.agent_name = f"GenericAgent-hinter-{self.chat_model_args.model_name}".replace(
                 "/", "_"
             )
@@ -92,7 +93,8 @@ def __init__(
         self.max_retry = max_retry
 
         self.flags = flags
-        if self.flags.hint_db_path is not None:
+
+        if self.flags.hint_db_path is not None and self.flags.use_task_hint:
             assert os.path.exists(
                 self.flags.hint_db_path
             ), f"Hint database path {self.flags.hint_db_path} does not exist."
@@ -323,14 +325,16 @@ def _get_task_hints(self) -> list[str]:
         if self.flags.hint_type == "docs":
             if not hasattr(self, "hint_index"):
                 print("Initializing hint index new time")
-                self._init()
+                # @patricebechard It seems _.init() method is missing do we still need it?
+                # self._init()
             if self.flags.hint_query_type == "goal":
                 query = self.obs_history[-1]["goal_object"][0]["text"]
             elif self.flags.hint_query_type == "llm":
                 queries, _ = self._get_queries()
                 # HACK: only 1 query supported
                 query = queries[0]
             else:
+                # @patricebechard: This raises an error with the default value 'direct'
                 raise ValueError(f"Unknown hint query type: {self.flags.hint_query_type}")
 
             print(f"Query: {query}")
@@ -369,7 +373,7 @@ def _get_task_hints(self) -> list[str]:
                 goal_or_queries = "\n".join(self.queries)
 
             task_hints = self.hints_source.choose_hints(
-                self.llm,
+                self.chat_llm,
                 self.task_name,
                 goal_or_queries,
             )