feat: Setup dev env

Former-commit-id: 56fcab5783aa33117bc1053d2ea19a5c39c47e46

.devcontainer/.devcontainer.json

@@ -0,0 +1,8 @@
+{
+    "name": "Swarms Project",
+    "dockerFile": "Dockerfile",
+    "forwardPorts": [
+        8000
+    ],
+    "postCreateCommand": "pip install -r requirements.txt"
+}

Dockerfile

@@ -0,0 +1,11 @@
+FROM python:3.8-slim-buster
+
+WORKDIR /app
+
+ADD . /app
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+EXPOSE 8000
+
+CMD ["python", "example.py"]

docs/devenviroment.md

@@ -0,0 +1,21 @@
+# Swarms Project Development Environment
+
+This repository uses [VS Code's Dev Containers](https://code.visualstudio.com/docs/remote/containers) to standardize the development environment. To get started, follow these steps:
+
+1. Install [Docker Desktop](https://www.docker.com/products/docker-desktop).
+
+2. Install [Visual Studio Code](https://code.visualstudio.com/).
+
+3. Install the [Remote - Containers](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) extension in VS Code.
+
+4. Clone this repository and open it in VS Code.
+
+5. When prompted to reopen the project in a container, click "Reopen in Container". 
+
+   If you missed the prompt, you can open the command palette (F1) and run the "Remote-Containers: Reopen Folder in Container" command.
+
+6. Wait for the container to build. This can take a few minutes the first time.
+
+7. You're now developing inside a Docker container! Any changes you make will be reflected in the container.
+
+For more information, see the [VS Code Dev Containers documentation](https://code.visualstudio.com/docs/remote/containers).

swarms/models/__init__.py

@@ -20,8 +20,9 @@ from swarms.models.layoutlm_document_qa import LayoutLMDocumentQA
 # from swarms.models.fuyu import Fuyu # Not working, wait until they update
 import sys
 
-log_file = open("errors.txt", "w")
+# Uncomment for clean ouput
-sys.stderr = log_file
+# log_file = open("errors.txt", "w")
+# sys.stderr = log_file
 
 
 __all__ = [

swarms/structs/flow.py

@@ -94,8 +94,8 @@ class Flow:
 
     def __init__(
         self,
-        llm: Any,
         # template: str,
+        llm: Any,
         max_loops: int = 5,
         stopping_condition: Optional[Callable[[str], bool]] = None,
         loop_interval: int = 1,
@@ -107,8 +107,8 @@ class Flow:
         dynamic_temperature: bool = False,
         **kwargs: Any,
     ):
-        self.llm = llm
         # self.template = template
+        self.llm = llm
         self.max_loops = max_loops
         self.stopping_condition = stopping_condition
         self.loop_interval = loop_interval
@@ -121,7 +121,21 @@ class Flow:
         self.interactive = interactive
         self.dashboard = dashboard
         self.dynamic_temperature = dynamic_temperature
-        self.tools = tools
+        self.tools = tools or []
+    
+    def load_tools(self, task: str, **kwargs):
+        for i in range(self.max_loops):
+            for tool in self.tools:
+                tool_prompt = f"\n\nTool: {tool.__name__}\n{tool.__doc__}"
+                reponse = self.llm(
+                        f"""
+                    {FLOW_SYSTEM_PROMPT}
+                    {tool_prompt}
+
+                    History: {reponse}
+
+                    """, **kwargs
+                )
 
     def provide_feedback(self, feedback: str) -> None:
         """Allow users to provide feedback on the responses."""