dev: remove unused callback

README.md

@@ -14,6 +14,7 @@ The most powerful open-source [CairoLang](https://www.cairo-lang.org/) generator
 
 ## Table of Contents <!-- omit in toc -->
 
+- [Use Cairo Coder for Free](#use-cairo-coder-for-free)
 - [Credits](#credits)
 - [Overview](#overview)
 - [Features](#features)
@@ -23,6 +24,10 @@ The most powerful open-source [CairoLang](https://www.cairo-lang.org/) generator
 - [Development](#development)
 - [Contribution](#contribution)
 
+## Use Cairo Coder for Free
+
+Cairo Coder is free to use up to a certain limit, hosted by Kasar Labs. You can use it either as an MCP that enhances your agentic tools, or as a standalone API. [Get an API Key now](https://www.cairo-coder.com/).
+
 ## Credits
 
 This project is based on [Starknet Agent](https://github.com/cairo-book/starknet-agent), an open-source AI search engine for the Starknet ecosystem. We've adapted and focused the technology to create a specialized tool for Cairo code generation. We're grateful for these initial contributions which provided a strong foundation for Cairo Coder.
@@ -38,6 +43,7 @@ Cairo Coder is an intelligent code generation service that makes writing Cairo s
 - **OpenAI Compatible API**: Interface compatible with the OpenAI API format for easy integration.
 - **Multi-LLM Support**: Works with OpenAI, Anthropic, Google Gemini, and other providers.
 - **Source-Informed Generation**: Code is generated based on up-to-date Cairo documentation, ensuring correctness.
+- **MCP Support**: Supports the MCP protocol for easy integration with Agentic tools. See [cairo-coder-mcp](https://github.com/KasarLabs/cairo-coder-mcp) for more information.
 
 ## Installation
 

python/src/cairo_coder/__init__.py

@@ -1 +0,0 @@
-""""Cairo Coder"""

python/src/cairo_coder/core/rag_pipeline.py

@@ -13,7 +13,6 @@
 import langsmith as ls
 import structlog
 from dspy.adapters import XMLAdapter
-from dspy.utils.callback import BaseCallback
 from langsmith import traceable
 
 from cairo_coder.core.config import VectorStoreConfig
@@ -35,30 +34,6 @@
 SOURCE_PREVIEW_MAX_LEN = 200
 
 
-# 1. Define a custom callback class that extends BaseCallback class
-class AgentLoggingCallback(BaseCallback):
-    def on_module_start(
-        self,
-        call_id: str,
-        instance: Any,
-        inputs: dict[str, Any],
-    ) -> None:
-        logger.debug("Starting module", call_id=call_id, inputs=inputs)
-
-    # 2. Implement on_module_end handler to run a custom logging code.
-    def on_module_end(
-        self, call_id: str, outputs: dict[str, Any], exception: Exception | None
-    ) -> None:
-        step = "Reasoning" if self._is_reasoning_output(outputs) else "Acting"
-        logger.debug(f"== {step} Step ===")
-        for k, v in outputs.items():
-            logger.debug(f"  {k}: {v}")
-        logger.debug("\n")
-
-    def _is_reasoning_output(self, outputs: dict[str, Any]) -> bool:
-        return any(k.startswith("Thought") for k in outputs if isinstance(k, str))
-
-
 @dataclass
 class RagPipelineConfig:
     """Configuration for RAG Pipeline."""

python/src/cairo_coder/server/app.py

@@ -26,10 +26,7 @@
 from cairo_coder.config.manager import ConfigManager
 from cairo_coder.core.agent_factory import AgentFactory, create_agent_factory
 from cairo_coder.core.config import VectorStoreConfig
-from cairo_coder.core.rag_pipeline import (
-    AgentLoggingCallback,
-    RagPipeline,
-)
+from cairo_coder.core.rag_pipeline import RagPipeline
 from cairo_coder.core.types import Message, Role, StreamEventType
 from cairo_coder.dspy.document_retriever import SourceFilteredPgVectorRM
 from cairo_coder.dspy.suggestion_program import SuggestionGeneration
@@ -188,7 +185,6 @@ def __init__(
             lm=dspy.LM("gemini/gemini-flash-latest", max_tokens=30000, cache=False),
             adapter=ChatAdapter(),
             embedder=embedder,
-            callbacks=[AgentLoggingCallback()],
             track_usage=True,
         )
 

python/src/scripts/__init__.py

@@ -1 +0,0 @@
-"""Scripts package for CLI entrypoints and utilities."""