插件启动接入

.gitignore

@@ -6,6 +6,7 @@ __pycache__/
 # C extensions
 *.so
 
+.idea
 .vscode
 # Distribution / packaging
 .Python

.idea/misc.xml

@@ -1,4 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (Auto-GPT)" project-jdk-type="Python SDK" />
+  <component name="PythonCompatibilityInspectionAdvertiser">
+    <option name="version" value="3" />
+  </component>
 </project>

pilot/agent/json_fix_llm.py

@@ -0,0 +1,166 @@
+
+import json
+from typing import Any, Dict
+import contextlib
+from colorama import Fore
+from regex import regex
+
+from pilot.configs.config import Config
+from pilot.logs import logger
+from pilot.speech import say_text
+
+from pilot.json_utils.json_fix_general import fix_invalid_escape,add_quotes_to_property_names,balance_braces
+
+CFG = Config()
+
+def fix_and_parse_json(
+    json_to_load: str, try_to_fix_with_gpt: bool = True
+) -> Dict[Any, Any]:
+    """Fix and parse JSON string
+
+    Args:
+        json_to_load (str): The JSON string.
+        try_to_fix_with_gpt (bool, optional): Try to fix the JSON with GPT.
+            Defaults to True.
+
+    Returns:
+        str or dict[Any, Any]: The parsed JSON.
+    """
+
+    with contextlib.suppress(json.JSONDecodeError):
+        json_to_load = json_to_load.replace("\t", "")
+        return json.loads(json_to_load)
+
+    with contextlib.suppress(json.JSONDecodeError):
+        json_to_load = correct_json(json_to_load)
+        return json.loads(json_to_load)
+    # Let's do something manually:
+    # sometimes GPT responds with something BEFORE the braces:
+    # "I'm sorry, I don't understand. Please try again."
+    # {"text": "I'm sorry, I don't understand. Please try again.",
+    #  "confidence": 0.0}
+    # So let's try to find the first brace and then parse the rest
+    #  of the string
+    try:
+        brace_index = json_to_load.index("{")
+        maybe_fixed_json = json_to_load[brace_index:]
+        last_brace_index = maybe_fixed_json.rindex("}")
+        maybe_fixed_json = maybe_fixed_json[: last_brace_index + 1]
+        return json.loads(maybe_fixed_json)
+    except (json.JSONDecodeError, ValueError) as e:
+       logger.error("参数解析错误", e)
+
+
+def fix_json_using_multiple_techniques(assistant_reply: str) -> Dict[Any, Any]:
+    """Fix the given JSON string to make it parseable and fully compliant with two techniques.
+
+    Args:
+        json_string (str): The JSON string to fix.
+
+    Returns:
+        str: The fixed JSON string.
+    """
+    assistant_reply = assistant_reply.strip()
+    if assistant_reply.startswith("```json"):
+        assistant_reply = assistant_reply[7:]
+    if assistant_reply.endswith("```"):
+        assistant_reply = assistant_reply[:-3]
+    try:
+        return json.loads(assistant_reply)  # just check the validity
+    except json.JSONDecodeError as e:  # noqa: E722
+        print(f"JSONDecodeError: {e}")
+        pass
+
+    if assistant_reply.startswith("json "):
+        assistant_reply = assistant_reply[5:]
+        assistant_reply = assistant_reply.strip()
+    try:
+        return json.loads(assistant_reply)  # just check the validity
+    except json.JSONDecodeError:  # noqa: E722
+        pass
+
+    # Parse and print Assistant response
+    assistant_reply_json = fix_and_parse_json(assistant_reply)
+    logger.debug("Assistant reply JSON: %s", str(assistant_reply_json))
+    if assistant_reply_json == {}:
+        assistant_reply_json = attempt_to_fix_json_by_finding_outermost_brackets(
+            assistant_reply
+        )
+
+    logger.debug("Assistant reply JSON 2: %s", str(assistant_reply_json))
+    if assistant_reply_json != {}:
+        return assistant_reply_json
+
+    logger.error(
+        "Error: The following AI output couldn't be converted to a JSON:\n",
+        assistant_reply,
+    )
+    if CFG.speak_mode:
+        say_text("I have received an invalid JSON response from the OpenAI API.")
+
+    return {}
+
+
+def correct_json(json_to_load: str) -> str:
+    """
+    Correct common JSON errors.
+    Args:
+        json_to_load (str): The JSON string.
+    """
+
+    try:
+        logger.debug("json", json_to_load)
+        json.loads(json_to_load)
+        return json_to_load
+    except json.JSONDecodeError as e:
+        logger.debug("json loads error", e)
+        error_message = str(e)
+        if error_message.startswith("Invalid \\escape"):
+            json_to_load = fix_invalid_escape(json_to_load, error_message)
+        if error_message.startswith(
+            "Expecting property name enclosed in double quotes"
+        ):
+            json_to_load = add_quotes_to_property_names(json_to_load)
+            try:
+                json.loads(json_to_load)
+                return json_to_load
+            except json.JSONDecodeError as e:
+                logger.debug("json loads error - add quotes", e)
+                error_message = str(e)
+        if balanced_str := balance_braces(json_to_load):
+            return balanced_str
+    return json_to_load
+
+
+def attempt_to_fix_json_by_finding_outermost_brackets(json_string: str):
+    if CFG.speak_mode and CFG.debug_mode:
+        say_text(
+            "I have received an invalid JSON response from the OpenAI API. "
+            "Trying to fix it now."
+        )
+        logger.error("Attempting to fix JSON by finding outermost brackets\n")
+
+    try:
+        json_pattern = regex.compile(r"\{(?:[^{}]|(?R))*\}")
+        json_match = json_pattern.search(json_string)
+
+        if json_match:
+            # Extract the valid JSON object from the string
+            json_string = json_match.group(0)
+            logger.typewriter_log(
+                title="Apparently json was fixed.", title_color=Fore.GREEN
+            )
+            if CFG.speak_mode and CFG.debug_mode:
+                say_text("Apparently json was fixed.")
+        else:
+            return {}
+
+    except (json.JSONDecodeError, ValueError):
+        if CFG.debug_mode:
+            logger.error(f"Error: Invalid JSON: {json_string}\n")
+        if CFG.speak_mode:
+            say_text("Didn't work. I will have to ignore this response then.")
+        logger.error("Error: Invalid JSON, setting it to empty JSON now.\n")
+        json_string = {}
+
+    return fix_and_parse_json(json_string)

pilot/commands/command.py

@@ -1,36 +1,153 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
 
-import functools
+from pilot.prompts.generator import PromptGenerator
-import importlib
+from typing import Dict, List, NoReturn, Union
-import inspect
+from pilot.configs.config import Config
-from typing import Any, Callable, Optional
 
-class Command:
+from pilot.speech import say_text
-    """A class representing a command.
 
-    Attributes:
+from pilot.agent.json_fix_llm import fix_json_using_multiple_techniques
-        name (str): The name of the command.
+from pilot.commands.exception_not_commands import NotCommands
-        description (str): A brief description of what the command does.
+import json
-        signature (str): The signature of the function that the command executes. Default to None.
+
+
+def _resolve_pathlike_command_args(command_args):
+    if "directory" in command_args and command_args["directory"] in {"", "/"}:
+        # todo
+        command_args["directory"] = ""
+    else:
+        for pathlike in ["filename", "directory", "clone_path"]:
+            if pathlike in command_args:
+                # todo
+                command_args[pathlike] = ""
+    return command_args
+
+
+def execute_ai_response_json(
+        prompt: PromptGenerator,
+        ai_response: str,
+        user_input: str = None,
+) -> str:
     """
 
-    def __init__(self,
+    Args:
-                 name: str,
+        command_registry:
-                 description: str,
+        ai_response:
-                 method: Callable[..., Any],
+        prompt:
-                 signature: str = "",
-                 enabled: bool = True,
-                 disabled_reason: Optional[str] = None,
-    ) -> None:
-        self.name = name
-        self.description = description
-        self.method = method
-        self.signature = signature if signature else str(inspect.signature(self.method))
-        self.enabled = enabled
-        self.disabled_reason = disabled_reason
 
-    def __call__(self, *args: Any, **kwds: Any) -> Any:
+    Returns:
-        if not self.enabled:
+
-            return f"Command '{self.name}' is disabled: {self.disabled_reason}"
+    """
-        return self.method(*args, **kwds)
+    cfg = Config()
+    try:
+        assistant_reply_json = fix_json_using_multiple_techniques(ai_response)
+    except (json.JSONDecodeError, ValueError) as e:
+        raise NotCommands("非可执行命令结构")
+    command_name, arguments = get_command(assistant_reply_json)
+    if cfg.speak_mode:
+        say_text(f"I want to execute {command_name}")
+
+    arguments = _resolve_pathlike_command_args(arguments)
+    # Execute command
+    if command_name is not None and command_name.lower().startswith("error"):
+        result = (
+            f"Command {command_name} threw the following error: {arguments}"
+        )
+    elif command_name == "human_feedback":
+        result = f"Human feedback: {user_input}"
+    else:
+        for plugin in cfg.plugins:
+            if not plugin.can_handle_pre_command():
+                continue
+            command_name, arguments = plugin.pre_command(
+                command_name, arguments
+            )
+        command_result = execute_command(
+            command_name,
+            arguments,
+            prompt,
+        )
+        result = f"Command {command_name} returned: " f"{command_result}"
+    return result
+
+
+def execute_command(
+        command_name: str,
+        arguments,
+        prompt: PromptGenerator,
+):
+    """Execute the command and return the result
+
+    Args:
+        command_name (str): The name of the command to execute
+        arguments (dict): The arguments for the command
+
+    Returns:
+        str: The result of the command
+    """
+
+    cmd = prompt.command_registry.commands.get(command_name)
+
+    # If the command is found, call it with the provided arguments
+    if cmd:
+        try:
+            return cmd(**arguments)
+        except Exception as e:
+            return f"Error: {str(e)}"
+    # TODO: Change these to take in a file rather than pasted code, if
+    # non-file is given, return instructions "Input should be a python
+    # filepath, write your code to file and try again
+    else:
+        for command in prompt.commands:
+            if (
+                    command_name == command["label"].lower()
+                    or command_name == command["name"].lower()
+            ):
+                try:
+
+                    return command["function"](**arguments)
+                except Exception as e:
+                    return f"Error: {str(e)}"
+        raise NotCommands("非可用命令" + command)
+
+
+def get_command(response_json: Dict):
+    """Parse the response and return the command name and arguments
+
+    Args:
+        response_json (json): The response from the AI
+
+    Returns:
+        tuple: The command name and arguments
+
+    Raises:
+        json.decoder.JSONDecodeError: If the response is not valid JSON
+
+        Exception: If any other error occurs
+    """
+    try:
+        if "command" not in response_json:
+            return "Error:", "Missing 'command' object in JSON"
+
+        if not isinstance(response_json, dict):
+            return "Error:", f"'response_json' object is not dictionary {response_json}"
+
+        command = response_json["command"]
+        if not isinstance(command, dict):
+            return "Error:", "'command' object is not a dictionary"
+
+        if "name" not in command:
+            return "Error:", "Missing 'name' field in 'command' object"
+
+        command_name = command["name"]
+
+        # Use an empty dictionary if 'args' field is not present in 'command' object
+        arguments = command.get("args", {})
+
+        return command_name, arguments
+    except json.decoder.JSONDecodeError:
+        return "Error:", "Invalid JSON"
+    # All other errors, return "Error: + error message"
+    except Exception as e:
+        return "Error:", str(e)

pilot/commands/exception_not_commands.py

@@ -0,0 +1,4 @@
+class NotCommands(Exception):
+    def __init__(self, message, error_code):
+        super().__init__(message)
+        self.error_code = error_code

pilot/configs/config.py

@@ -42,7 +42,12 @@ class Config(metaclass=Singleton):
         self.milvus_collection = os.getenv("MILVUS_COLLECTION", "dbgpt")
         self.milvus_secure = os.getenv("MILVUS_SECURE") == "True"
 
-        self.plugins_dir = os.getenv("PLUGINS_DIR", "plugins")
+        self.authorise_key = os.getenv("AUTHORISE_COMMAND_KEY", "y")
+        self.exit_key = os.getenv("EXIT_KEY", "n")
+        self.image_provider = bool(os.getenv("IMAGE_PROVIDER", True))
+        self.image_size = int(os.getenv("IMAGE_SIZE", 256))
+
+        self.plugins_dir = os.getenv("PLUGINS_DIR", "../../plugins")
         self.plugins: List[AutoGPTPluginTemplate] = []
         self.plugins_openai = []
 
@@ -57,6 +62,7 @@ class Config(metaclass=Singleton):
         self.huggingface_audio_to_text_model = os.getenv(
             "HUGGINGFACE_AUDIO_TO_TEXT_MODEL"
         )
+        self.speak_mode = False
 
         disabled_command_categories = os.getenv("DISABLED_COMMAND_CATEGORIES")
         if disabled_command_categories:
@@ -92,4 +98,6 @@ class Config(metaclass=Singleton):
         """Set the temperature value."""
         self.temperature = value
 
-    
+    def set_speak_mode(self, value: bool) -> None:
+        """Set the speak mode value."""
+        self.speak_mode = value

pilot/json_utils/json_fix_general.py

@@ -0,0 +1,121 @@
+"""This module contains functions to fix JSON strings using general programmatic approaches, suitable for addressing
+common JSON formatting issues."""
+from __future__ import annotations
+
+import contextlib
+import json
+import re
+from typing import Optional
+
+from pilot.configs.config import Config
+from pilot.logs import logger
+from pilot.json_utils.utilities import extract_char_position
+
+CFG = Config()
+
+
+def fix_invalid_escape(json_to_load: str, error_message: str) -> str:
+    """Fix invalid escape sequences in JSON strings.
+
+    Args:
+        json_to_load (str): The JSON string.
+        error_message (str): The error message from the JSONDecodeError
+          exception.
+
+    Returns:
+        str: The JSON string with invalid escape sequences fixed.
+    """
+    while error_message.startswith("Invalid \\escape"):
+        bad_escape_location = extract_char_position(error_message)
+        json_to_load = (
+            json_to_load[:bad_escape_location] + json_to_load[bad_escape_location + 1 :]
+        )
+        try:
+            json.loads(json_to_load)
+            return json_to_load
+        except json.JSONDecodeError as e:
+            logger.debug("json loads error - fix invalid escape", e)
+            error_message = str(e)
+    return json_to_load
+
+
+def balance_braces(json_string: str) -> Optional[str]:
+    """
+    Balance the braces in a JSON string.
+
+    Args:
+        json_string (str): The JSON string.
+
+    Returns:
+        str: The JSON string with braces balanced.
+    """
+
+    open_braces_count = json_string.count("{")
+    close_braces_count = json_string.count("}")
+
+    while open_braces_count > close_braces_count:
+        json_string += "}"
+        close_braces_count += 1
+
+    while close_braces_count > open_braces_count:
+        json_string = json_string.rstrip("}")
+        close_braces_count -= 1
+
+    with contextlib.suppress(json.JSONDecodeError):
+        json.loads(json_string)
+        return json_string
+
+
+def add_quotes_to_property_names(json_string: str) -> str:
+    """
+    Add quotes to property names in a JSON string.
+
+    Args:
+        json_string (str): The JSON string.
+
+    Returns:
+        str: The JSON string with quotes added to property names.
+    """
+
+    def replace_func(match: re.Match) -> str:
+        return f'"{match[1]}":'
+
+    property_name_pattern = re.compile(r"(\w+):")
+    corrected_json_string = property_name_pattern.sub(replace_func, json_string)
+
+    try:
+        json.loads(corrected_json_string)
+        return corrected_json_string
+    except json.JSONDecodeError as e:
+        raise e
+
+
+def correct_json(json_to_load: str) -> str:
+    """
+    Correct common JSON errors.
+    Args:
+        json_to_load (str): The JSON string.
+    """
+
+    try:
+        logger.debug("json", json_to_load)
+        json.loads(json_to_load)
+        return json_to_load
+    except json.JSONDecodeError as e:
+        logger.debug("json loads error", e)
+        error_message = str(e)
+        if error_message.startswith("Invalid \\escape"):
+            json_to_load = fix_invalid_escape(json_to_load, error_message)
+        if error_message.startswith(
+            "Expecting property name enclosed in double quotes"
+        ):
+            json_to_load = add_quotes_to_property_names(json_to_load)
+            try:
+                json.loads(json_to_load)
+                return json_to_load
+            except json.JSONDecodeError as e:
+                logger.debug("json loads error - add quotes", e)
+                error_message = str(e)
+        if balanced_str := balance_braces(json_to_load):
+            return balanced_str
+    return json_to_load

pilot/json_utils/utilities.py

@@ -0,0 +1,81 @@
+"""Utilities for the json_fixes package."""
+import json
+import os.path
+import re
+
+from jsonschema import Draft7Validator
+
+from pilot.configs.config import Config
+from pilot.logs import logger
+
+CFG = Config()
+LLM_DEFAULT_RESPONSE_FORMAT = "llm_response_format_1"
+
+
+def extract_char_position(error_message: str) -> int:
+    """Extract the character position from the JSONDecodeError message.
+
+    Args:
+        error_message (str): The error message from the JSONDecodeError
+          exception.
+
+    Returns:
+        int: The character position.
+    """
+
+    char_pattern = re.compile(r"\(char (\d+)\)")
+    if match := char_pattern.search(error_message):
+        return int(match[1])
+    else:
+        raise ValueError("Character position not found in the error message.")
+
+
+def validate_json(json_object: object, schema_name: str) -> dict | None:
+    """
+    :type schema_name: object
+    :param schema_name: str
+    :type json_object: object
+    """
+    scheme_file = os.path.join(os.path.dirname(__file__), f"{schema_name}.json")
+    with open(scheme_file, "r") as f:
+        schema = json.load(f)
+    validator = Draft7Validator(schema)
+
+    if errors := sorted(validator.iter_errors(json_object), key=lambda e: e.path):
+        logger.error("The JSON object is invalid.")
+        if CFG.debug_mode:
+            logger.error(
+                json.dumps(json_object, indent=4)
+            )  # Replace 'json_object' with the variable containing the JSON data
+            logger.error("The following issues were found:")
+
+            for error in errors:
+                logger.error(f"Error: {error.message}")
+    else:
+        logger.debug("The JSON object is valid.")
+
+    return json_object
+
+
+def validate_json_string(json_string: str, schema_name: str) -> dict | None:
+    """
+    :type schema_name: object
+    :param schema_name: str
+    :type json_object: object
+    """
+
+    try:
+        json_loaded = json.loads(json_string)
+        return validate_json(json_loaded, schema_name)
+    except:
+        return None
+
+
+def is_string_valid_json(json_string: str, schema_name: str) -> bool:
+    """
+    :type schema_name: object
+    :param schema_name: str
+    :type json_object: object
+    """
+
+    return validate_json_string(json_string, schema_name) is not None

pilot/model/inference.py

@@ -72,7 +72,7 @@ def generate_stream(model, tokenizer, params, device,
 def generate_output(model, tokenizer, params, device, context_len=2048, stream_interval=2):
     prompt = params["prompt"]
     temperature = float(params.get("temperature", 1.0))
-    max_new_tokens = int(params.get("max_new_tokens", 1024))
+    max_new_tokens = int(params.get("max_new_tokens", 2048))
     stop_parameter = params.get("stop", None)
     if stop_parameter == tokenizer.eos_token:
         stop_parameter = None

pilot/plugins.py

@@ -207,6 +207,8 @@ def scan_plugins(cfg: Config, debug: bool = False) -> List[AutoGPTPluginTemplate
         List[Tuple[str, Path]]: List of plugins.
     """
     loaded_plugins = []
+    current_dir = os.getcwd()
+    print(current_dir)
     # Generic plugins
     plugins_path_path = Path(cfg.plugins_dir)
 

pilot/prompts/first_conversation_prompt.py

@@ -38,7 +38,6 @@ class FirstPrompt:
 
     def construct_first_prompt(
             self,
-            command_registry: [] = None,
             fisrt_message: [str]=[],
             prompt_generator: Optional[PromptGenerator] = None
     ) -> str:
@@ -64,7 +63,7 @@ class FirstPrompt:
         if prompt_generator is None:
             prompt_generator = build_default_prompt_generator()
         prompt_generator.goals = fisrt_message
-        prompt_generator.command_registry = command_registry
+        prompt_generator.command_registry = self.command_registry
         # 加载插件中可用命令
         cfg = Config()
         for plugin in cfg.plugins:

pilot/server/__init__.py

@@ -0,0 +1,14 @@
+import os
+import random
+import sys
+
+from dotenv import load_dotenv
+
+if "pytest" in sys.argv or "pytest" in sys.modules or os.getenv("CI"):
+    print("Setting random seed to 42")
+    random.seed(42)
+
+# Load the users .env file into environment variables
+load_dotenv(verbose=True, override=True)
+
+del load_dotenv

pilot/server/webserver.py

@@ -20,8 +20,6 @@ from pilot.configs.model_config import LOGDIR, VICUNA_MODEL_SERVER, LLM_MODEL, D
 from pilot.plugins import scan_plugins
 from pilot.configs.config import Config
 from pilot.commands.command_mange import CommandRegistry
-from pilot.prompts.prompt import build_default_prompt_generator
-
 from pilot.prompts.first_conversation_prompt import  FirstPrompt
 
 from pilot.conversation import (
@@ -39,6 +37,8 @@ from pilot.utils import (
 from pilot.server.gradio_css import code_highlight_css
 from pilot.server.gradio_patch import Chatbot as grChatbot
 
+from pilot.commands.command import execute_ai_response_json
+
 logger = build_logger("webserver", LOGDIR + "webserver.log")
 headers = {"User-Agent": "dbgpt Client"}
 
@@ -172,12 +172,11 @@ def http_bot(state, mode, db_selector, temperature, max_new_tokens, request: gr.
     if len(state.messages) == state.offset + 2:
         query = state.messages[-2][1]
         # 第一轮对话需要加入提示Prompt
-        if(autogpt):
-            # autogpt模式的第一轮对话需要 构建专属prompt
         cfg = Config()
         first_prompt = FirstPrompt()
         first_prompt.command_registry = cfg.command_registry
-
+        if(autogpt):
+            # autogpt模式的第一轮对话需要 构建专属prompt
             system_prompt = first_prompt.construct_first_prompt(fisrt_message=[query])
             logger.info("[TEST]:" + system_prompt)
             template_name = "auto_dbgpt_one_shot"
@@ -456,7 +455,7 @@ if __name__ == "__main__":
     args = parser.parse_args()
     logger.info(f"args: {args}")
 
-    dbs = get_database_list()
+    # dbs = get_database_list()
 
     # 加载插件
     cfg = Config()
@@ -464,7 +463,6 @@ if __name__ == "__main__":
     cfg.set_plugins(scan_plugins(cfg, cfg.debug_mode))
 
     # 加载插件可执行命令
-    command_registry = CommandRegistry()
     command_categories = [
         "pilot.commands.audio_text",
         "pilot.commands.image_gen",
@@ -473,11 +471,11 @@ if __name__ == "__main__":
     command_categories = [
         x for x in command_categories if x not in cfg.disabled_command_categories
     ]
+    command_registry = CommandRegistry()
     for command_category in command_categories:
         command_registry.import_commands(command_category)
 
-    cfg.command_registry =command_category
+    cfg.command_registry =command_registry
-
 
     logger.info(args)
     demo = build_webdemo()