Merge branch 'main' into redis_cache_type

README.md

@@ -2,7 +2,7 @@
 [![Build](https://github.com/microsoft/autogen/actions/workflows/python-package.yml/badge.svg)](https://github.com/microsoft/autogen/actions/workflows/python-package.yml)
 ![Python Version](https://img.shields.io/badge/3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)
 [![Downloads](https://static.pepy.tech/badge/pyautogen/week)](https://pepy.tech/project/pyautogen)
-[![](https://img.shields.io/discord/1153072414184452236?logo=discord&style=flat)](https://discord.gg/pAbnFJrkgZ)
+[![Discord](https://img.shields.io/discord/1153072414184452236?logo=discord&style=flat)](https://discord.gg/pAbnFJrkgZ)
 [![Twitter](https://img.shields.io/twitter/url/https/twitter.com/cloudposse.svg?style=social&label=Follow%20%40pyautogen)](https://twitter.com/pyautogen)
 
 
@@ -12,6 +12,7 @@
     <img src="https://github.com/microsoft/autogen/blob/main/website/static/img/flaml.svg"  width=200>
     <br>
 </p> -->
+:fire: Mar 1: the first AutoGen multi-agent experiment on the challenging [GAIA](https://huggingface.co/spaces/gaia-benchmark/leaderboard) benchmark achieved the No. 1 accuracy in all the three levels.
 
 :fire: Jan 30: AutoGen is highlighted by Peter Lee in Microsoft Research Forum [Keynote](https://t.co/nUBSjPDjqD).
 

autogen/agentchat/conversable_agent.py

@@ -1271,6 +1271,25 @@ def _generate_code_execution_reply_using_executor(
             code_blocks = self._code_executor.code_extractor.extract_code_blocks(message["content"])
             if len(code_blocks) == 0:
                 continue
+
+            num_code_blocks = len(code_blocks)
+            if num_code_blocks > 1:
+                print(
+                    colored(
+                        f"\n>>>>>>>> EXECUTING CODE BLOCK (inferred language is {code_blocks[0].language})...",
+                        "red",
+                    ),
+                    flush=True,
+                )
+            else:
+                print(
+                    colored(
+                        f"\n>>>>>>>> EXECUTING {num_code_blocks} CODE BLOCKS (inferred languages are [{', '.join([x.language for x in code_blocks])}])...",
+                        "red",
+                    ),
+                    flush=True,
+                )
+
             # found code blocks, execute code.
             code_result = self._code_executor.execute_code_blocks(code_blocks)
             exitcode2str = "execution succeeded" if code_result.exit_code == 0 else "execution failed"

autogen/coding/jupyter/local_jupyter_server.py

@@ -19,12 +19,6 @@
 from .jupyter_client import JupyterClient
 
 
-def _get_free_port() -> int:
-    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
-        s.bind(("", 0))
-        return cast(int, s.getsockname()[1])
-
-
 class LocalJupyterServer(JupyterConnectable):
     class GenerateToken:
         pass
@@ -69,9 +63,6 @@ def __init__(
             )
 
         self.ip = ip
-        if port is None:
-            port = _get_free_port()
-        self.port = port
 
         if isinstance(token, LocalJupyterServer.GenerateToken):
             token = secrets.token_hex(32)
@@ -98,8 +89,6 @@ def __init__(
             "kernelgateway",
             "--KernelGatewayApp.ip",
             ip,
-            "--KernelGatewayApp.port",
-            str(port),
             "--KernelGatewayApp.auth_token",
             token,
             "--JupyterApp.answer_yes",
@@ -109,6 +98,9 @@ def __init__(
             "--JupyterWebsocketPersonality.list_kernels",
             "true",
         ]
+        if port is not None:
+            args.extend(["--KernelGatewayApp.port", str(port)])
+            args.extend(["--KernelGatewayApp.port_retries", "0"])
         self._subprocess = subprocess.Popen(args, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
 
         # Satisfy mypy, we know this is not None because we passed PIPE
@@ -119,11 +111,22 @@ def __init__(
             result = self._subprocess.poll()
             if result is not None:
                 stderr += self._subprocess.stderr.read()
-                print(f"token=[[[[{token}]]]]")
                 raise ValueError(f"Jupyter gateway server failed to start with exit code: {result}. stderr:\n{stderr}")
             line = self._subprocess.stderr.readline()
             stderr += line
+
+            if "ERROR:" in line:
+                error_info = line.split("ERROR:")[1]
+                raise ValueError(f"Jupyter gateway server failed to start. {error_info}")
+
             if "is available at" in line:
+                # We need to extract what port it settled on
+                # Example output:
+                #   Jupyter Kernel Gateway 3.0.0 is available at http://127.0.0.1:8890
+                if port is None:
+                    port = int(line.split(":")[-1])
+                self.port = port
+
                 break
 
         # Poll the subprocess to check if it is still running

autogen/coding/local_commandline_code_executor.py

@@ -5,13 +5,11 @@
 from typing import Any, ClassVar, List, Optional
 from pydantic import BaseModel, Field, field_validator
 
-from autogen.agentchat.conversable_agent import colored
 from ..agentchat.agent import LLMAgent
 from ..code_utils import execute_code
 from .base import CodeBlock, CodeExtractor, CodeResult
 from .markdown_code_extractor import MarkdownCodeExtractor
 
-
 __all__ = (
     "LocalCommandlineCodeExecutor",
     "CommandlineCodeResult",
@@ -139,14 +137,6 @@ def execute_code_blocks(self, code_blocks: List[CodeBlock]) -> CommandlineCodeRe
             lang, code = code_block.language, code_block.code
 
             LocalCommandlineCodeExecutor.sanitize_command(lang, code)
-
-            print(
-                colored(
-                    f"\n>>>>>>>> EXECUTING CODE BLOCK {i} (inferred language is {lang})...",
-                    "red",
-                ),
-                flush=True,
-            )
             filename_uuid = uuid.uuid4().hex
             filename = None
             if lang in ["bash", "shell", "sh", "pwsh", "powershell", "ps1"]:

website/blog/2024-03-03-AutoGen-Update/img/.gitattributes

@@ -0,0 +1,3 @@
+gaia.png filter=lfs diff=lfs merge=lfs -text
+dalle_gpt4v.png filter=lfs diff=lfs merge=lfs -text
+teach.png filter=lfs diff=lfs merge=lfs -text