wip

README.md

@@ -1,4 +1,4 @@
-# AgentPress: LLM Messages[] API on Steroids with Threads & Automatic Tool Execution
+# AgentPress: LLM Messages[] API on Steroids called "Threads" with easy Tool Definition & Tool Execution
 
 AgentPress is a lightweight, powerful utility for kickstarting your LLM App or AI Agent. It provides a simple way to manage message threads, execute LLM calls, and automatically handle tool interactions.
 
@@ -12,18 +12,28 @@ AgentPress is a lightweight, powerful utility for kickstarting your LLM App or A
 
 1. Clone the repository:
    ```
-   git clone https://github.com/your-username/agentpress.git
+   git clone https://github.com/kortix-ai/agentpress
    cd agentpress
    ```
 
-2. Install dependencies:
+2. Install Poetry (if not already installed):
    ```
-   pip install -r requirements.txt
+   pip install poetry
    ```
 
-3. Set up your environment variables (API keys, etc.) in a `.env` file.
+3. Install dependencies using Poetry:
+   ```
+   poetry install
+   ```
 
-4. Create a simple tool:
+4. Run with poetry:
+   ```
+   poetry run python agent.py 
+   ```
+
+5. Set up your environment variables (API keys, etc.) in a `.env` file.
+
+6. Create a simple tool:
    ```python
    from agentpress.tool import Tool, ToolResult, tool_schema
 
@@ -44,7 +54,7 @@ AgentPress is a lightweight, powerful utility for kickstarting your LLM App or A
            return self.success_response(f"The sum is {a + b}")
    ```
 
-5. Use the ThreadManager to run a conversation:
+7. Use the ThreadManager to run a conversation:
    ```python
    import asyncio
    from agentpress.thread_manager import ThreadManager
@@ -67,7 +77,7 @@ AgentPress is a lightweight, powerful utility for kickstarting your LLM App or A
    ```
 
 
-6. Create an autonomous agent with multiple iterations:
+8. Create an autonomous agent with multiple iterations:
    ```python
    import asyncio
    from agentpress.thread_manager import ThreadManager

agent.py

@@ -1,5 +1,4 @@
 import asyncio
-from typing import Dict, Any
 from agentpress.thread_manager import ThreadManager
 from tools.files_tool import FilesTool
 
@@ -8,7 +7,7 @@ async def run_agent(
     thread_id: int,
     max_iterations: int = 10
 ):
-    
+
     async def init():
         pass
 
@@ -53,7 +52,6 @@ if __name__ == "__main__":
     async def main():
         thread_manager = ThreadManager()
         thread_id = await thread_manager.create_thread()
-
         await thread_manager.add_message(thread_id, {"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"})
 
         thread_manager.add_tool(FilesTool)

pyproject.toml

@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "agentpress"
 version = "0.1.0"
-description = "A set of tools and abstractions for building AI agents"
+description = "LLM Messages[] API on Steroids called \"Threads\" with easy Tool Definition & Tool Execution"
 authors = ["marko-kraemer <markokraemer.mail@gmail.com>"]
 readme = "README.md"
 packages = [
@@ -10,26 +10,12 @@ packages = [
 
 [tool.poetry.dependencies]
 python = "^3.12"
-streamlit = "^1.37.1"
 streamlit-quill = "^0.0.3"
-sqlalchemy = "^2.0.32"
-pydantic-settings = "^2.5.2"
-aiosqlite = "^0.20.0"
-greenlet = "^3.0.3"
 python-dotenv = "^1.0.1"
 litellm = "^1.44.4"
-pytest = "^8.3.2"
-pytest-asyncio = "^0.24.0"
 agentops = "^0.3.10"
-sseclient-py = "1.7.2"
-fastapi = "^0.115.0"
-sse-starlette = "^2.1.3"
 
 
-[tool.poetry.group.dev.dependencies]
-pytest = "^8.3.3"
-pytest-asyncio = "^0.24.0"
-
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"

threads/4a2c3413-3a41-4eb1-9952-b9ed220f4138.json

@@ -0,0 +1 @@
+{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_LrpqDpdP8UafIckpvhTW0H10", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"random_file_1.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_LrpqDpdP8UafIckpvhTW0H10", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_1.txt' created successfully.\")"}, {"role": "user", "content": "CREATE MORE RANDOM FILES WITH RANDOM CONTENTS. JSUT CREATE IT \u2013 NO QUESTINS PLEASE.'"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_sruiDgSwey2uNhvUbX7OXCi6", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_2.txt\", \"content\": \"Just a random thought.\"}"}}, {"id": "call_lqyuH5X0BzCxEcj4xNlcddLH", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_3.txt\", \"content\": \"The sun is shining today.\"}"}}, {"id": "call_lH7I75cT5ETS1utZyBbY8qMh", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_4.txt\", \"content\": \"Cats are mysterious creatures.\"}"}}, {"id": "call_g9sJCBYMP76EYkI0RcPukMFO", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_5.txt\", \"content\": \"I need a coffee break.\"}"}}]}, {"role": "tool", "tool_call_id": "call_sruiDgSwey2uNhvUbX7OXCi6", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_2.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_lqyuH5X0BzCxEcj4xNlcddLH", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_3.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_lH7I75cT5ETS1utZyBbY8qMh", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_4.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_g9sJCBYMP76EYkI0RcPukMFO", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_5.txt' created successfully.\")"}, {"role": "user", "content": "CREATE MORE RANDOM FILES WITH RANDOM CONTENTS. JSUT CREATE IT \u2013 NO QUESTINS PLEASE.'"}]}

tools/files_tool.py

@@ -1,6 +1,5 @@
 import os
 import asyncio
-from typing import Dict, Any
 from agentpress.tool import Tool, ToolResult, tool_schema
 
 class FilesTool(Tool):

workspace/random_file_1.txt

@@ -0,0 +1 @@
+Hello, world!

workspace/random_file_2.txt

@@ -0,0 +1 @@
+Just a random thought.

workspace/random_file_3.txt

@@ -0,0 +1 @@
+The sun is shining today.

workspace/random_file_4.txt

@@ -0,0 +1 @@
+Cats are mysterious creatures.

workspace/random_file_5.txt

@@ -0,0 +1 @@
+I need a coffee break.