Abstraction that allows us to develop different agents, frontend, bac…

…kend, and evaluation in parallel (All-Hands-AI#68) * move agent to langchains_agent * remove old .env * remove the old agent folder * add preliminary version of Agent abstraction * add preliminary version of the main.py * merge controlloop and main into a Agent class * add init * fix json import * fix missing arg * get langchains_agent working after abstraction * rename `research` to `agenthub` * rename: rename research to agenthub --------- Co-authored-by: huybery <huybery@gmail.com>
adev3141 · Mar 20, 2024 · 0380070 · 0380070
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diff --git a/agent/build-and-run.sh b/agent/build-and-run.sh
diff --git a/agent/lib/actions/__init__.py b/agent/lib/actions/__init__.py
diff --git a/agent/lib/controlloop.py b/agent/lib/controlloop.py
diff --git a/agent/main.py b/agent/main.py
diff --git a/agenthub/README.md b/agenthub/README.md
@@ -0,0 +1,6 @@
+# Agent Framework Research
+
+In this folder, there may exist multiple implementations of `Agent` that will be used by the 
+
+For example, `agenthub/langchain_agent`, `agenthub/metagpt_agent`, `agenthub/codeact_agent`, etc.
+Contributors from different backgrounds and interests can choose to contribute to any (or all!) of these directions.
diff --git a/agenthub/__init__.py b/agenthub/__init__.py
@@ -0,0 +1 @@
+from . import langchains_agent
diff --git a/agent/.dockerignore → agenthub/langchains_agent/.dockerignore b/agent/.dockerignore → agenthub/langchains_agent/.dockerignore
diff --git a/agent/Dockerfile → agenthub/langchains_agent/Dockerfile b/agent/Dockerfile → agenthub/langchains_agent/Dockerfile
@@ -14,10 +14,7 @@ WORKDIR /app
 COPY requirements.txt ./requirements.txt
 RUN python -m pip install -r requirements.txt
 
-COPY lib ./lib
-COPY main.py ./main.py
-
 WORKDIR /workspace
 
-CMD ["python", "/app/main.py", "/workspace"]
+CMD ["python", "/app/opendevin/main.py", "/workspace"]
 
diff --git a/agent/README.md → agenthub/langchains_agent/README.md b/agent/README.md → agenthub/langchains_agent/README.md
@@ -3,5 +3,6 @@ This is currently a standalone utility. It will need to be integrated into OpenD
 
 ## Usage
 ```bash
-./build-and-run.sh "write a bash script that prints 'hello world'"
+# Run this in project root
+./agenthub/langchains_agent/build-and-run.sh "write a bash script that prints 'hello world'"
 ```
diff --git a/agent/TODO.md → agenthub/langchains_agent/TODO.md b/agent/TODO.md → agenthub/langchains_agent/TODO.md
diff --git a/agenthub/langchains_agent/__init__.py b/agenthub/langchains_agent/__init__.py
@@ -0,0 +1,111 @@
+import os
+import argparse
+
+from opendevin.agent import Agent, Message
+
+from agenthub.langchains_agent.utils.agent import Agent as LangchainsAgentImpl
+from agenthub.langchains_agent.utils.event import Event
+
+INITIAL_THOUGHTS = [
+    "I exist!",
+    "Hmm...looks like I can type in a command line prompt",
+    "Looks like I have a web browser too!",
+    "Here's what I want to do: $TASK",
+    "How am I going to get there though?",
+    "It seems like I have some kind of short term memory.",
+    "Each of my thoughts seems to be stored in a numbered list.",
+    "It seems whatever I say next will be added to the list.",
+    "But no one has perfect short-term memory. My list of thoughts will be summarized and condensed over time, losing information in the process.",
+    "Fortunately I have long term memory!",
+    "I can just say RECALL, followed by the thing I want to remember. And then related thoughts just spill out!",
+    "Sometimes they're random thoughts that don't really have to do with what I wanted to remember. But usually they're exactly what I need!",
+    "Let's try it out!",
+    "RECALL what it is I want to do",
+    "Here's what I want to do: $TASK",
+    "How am I going to get there though?",
+    "Neat! And it looks like it's easy for me to use the command line too! I just have to say RUN followed by the command I want to run. The command output just jumps into my head!",
+    'RUN echo "hello world"',
+    "hello world",
+    "Cool! I bet I can read and edit files too.",
+    "RUN echo \"console.log('hello world')\" > test.js",
+    "",
+    "I just created test.js. I'll try and run it now.",
+    "RUN node test.js",
+    "hello world",
+    "it works!",
+    "And if I want to use the browser, I just need to say BROWSE, followed by a website I want to visit, or an action I want to take on the current site",
+    "Let's try that...",
+    "BROWSE google.com",
+    '<form><input type="text"></input><button type="submit"></button></form>',
+    "Very cool. Now to accomplish my task.",
+    "I'll need a strategy. And as I make progress, I'll need to keep refining that strategy. I'll need to set goals, and break them into sub-goals.",
+    "In between actions, I must always take some time to think, strategize, and set new goals. I should never take two actions in a row.",
+    "OK so my task is to $TASK. I haven't made any progress yet. Where should I start?",
+    "It seems like there might be an existing project here. I should probably start by running `ls` to see what's here.",
+]
+
+
+class LangchainsAgent(Agent):
+
+    def _run_loop(self, agent: LangchainsAgentImpl, max_iterations=100):
+        # TODO: make it add a Message to the history for each turn / event
+        for i in range(max_iterations):
+            print("STEP", i, flush=True)
+            log_events = agent.get_background_logs()
+            for event in log_events:
+                print(event, flush=True)
+            action = agent.get_next_action()
+            if action.action == "finish":
+                print("Done!", flush=True)
+                break
+            print(action, flush=True)
+            print("---", flush=True)
+            out = agent.maybe_perform_latest_action()
+            print(out, flush=True)
+            print("==============", flush=True)
+
+    def run(self) -> None:
+        """
+        Starts the execution of the assigned instruction. This method should
+        be implemented by subclasses to define the specific execution logic.
+        """
+        agent = LangchainsAgentImpl(self.instruction)
+        next_is_output = False
+        for thought in INITIAL_THOUGHTS:
+            thought = thought.replace("$TASK", self.instruction)
+            if next_is_output:
+                event = Event("output", {"output": thought})
+                next_is_output = False
+            else:
+                if thought.startswith("RUN"):
+                    command = thought.split("RUN ")[1]
+                    event = Event("run", {"command": command})
+                    next_is_output = True
+                elif thought.startswith("RECALL"):
+                    query = thought.split("RECALL ")[1]
+                    event = Event("recall", {"query": query})
+                    next_is_output = True
+                elif thought.startswith("BROWSE"):
+                    url = thought.split("BROWSE ")[1]
+                    event = Event("browse", {"url": url})
+                    next_is_output = True
+                else:
+                    event = Event("think", {"thought": thought})
+
+            agent.add_event(event)
+        self._run_loop(agent, self.max_steps)
+
+        # Set the agent's completion status to True
+        self._complete = True
+
+    def chat(self, message: str) -> None:
+        """
+        Optional method for interactive communication with the agent during its execution. Implementations
+        can use this method to modify the agent's behavior or state based on chat inputs.
+
+        Parameters:
+        - message (str): The chat message or command.
+        """
+        raise NotImplementedError
+
+Agent.register("LangchainsAgent", LangchainsAgent)
diff --git a/agenthub/langchains_agent/build-and-run.sh b/agenthub/langchains_agent/build-and-run.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+set -eo pipefail
+
+rm -rf `pwd`/workspace
+mkdir -p `pwd`/workspace
+
+pushd agenthub/langchains_agent
+docker build -t control-loop .
+popd
+docker run \
+    -e DEBUG=$DEBUG \
+    -e OPENAI_API_KEY=$OPENAI_API_KEY \
+    -u `id -u`:`id -g` \
+    -v `pwd`/workspace:/workspace \
+    -v `pwd`:/app:ro \
+    -e PYTHONPATH=/app \
+    control-loop \
+    python /app/opendevin/main.py -d /workspace -t "${1}" 
+
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diff --git a/...-cli-help/workspace/commands/spongebob.py → ...-cli-help/workspace/commands/spongebob.py b/...-cli-help/workspace/commands/spongebob.py → ...-cli-help/workspace/commands/spongebob.py
diff --git a/...-cli-help/workspace/commands/uppercase.py → ...-cli-help/workspace/commands/uppercase.py b/...-cli-help/workspace/commands/uppercase.py → ...-cli-help/workspace/commands/uppercase.py
diff --git a/...s/python-cli-help/workspace/string_cli.py → ...s/python-cli-help/workspace/string_cli.py b/...s/python-cli-help/workspace/string_cli.py → ...s/python-cli-help/workspace/string_cli.py
diff --git a/agent/regression/cases/python-cli/logs.txt → ...gent/regression/cases/python-cli/logs.txt b/agent/regression/cases/python-cli/logs.txt → ...gent/regression/cases/python-cli/logs.txt
diff --git a/agent/regression/cases/python-cli/task.txt → ...gent/regression/cases/python-cli/task.txt b/agent/regression/cases/python-cli/task.txt → ...gent/regression/cases/python-cli/task.txt
diff --git a/...s/python-cli/workspace/commands/length.py → ...s/python-cli/workspace/commands/length.py b/...s/python-cli/workspace/commands/length.py → ...s/python-cli/workspace/commands/length.py
diff --git a/...ython-cli/workspace/commands/lowercase.py → ...ython-cli/workspace/commands/lowercase.py b/...ython-cli/workspace/commands/lowercase.py → ...ython-cli/workspace/commands/lowercase.py
diff --git a/.../python-cli/workspace/commands/reverse.py → .../python-cli/workspace/commands/reverse.py b/.../python-cli/workspace/commands/reverse.py → .../python-cli/workspace/commands/reverse.py
diff --git a/...python-cli/workspace/commands/scramble.py → ...python-cli/workspace/commands/scramble.py b/...python-cli/workspace/commands/scramble.py → ...python-cli/workspace/commands/scramble.py
diff --git a/...ython-cli/workspace/commands/spongebob.py → ...ython-cli/workspace/commands/spongebob.py b/...ython-cli/workspace/commands/spongebob.py → ...ython-cli/workspace/commands/spongebob.py
diff --git a/...ython-cli/workspace/commands/uppercase.py → ...ython-cli/workspace/commands/uppercase.py b/...ython-cli/workspace/commands/uppercase.py → ...ython-cli/workspace/commands/uppercase.py
diff --git a/.../cases/python-cli/workspace/string_cli.py → .../cases/python-cli/workspace/string_cli.py b/.../cases/python-cli/workspace/string_cli.py → .../cases/python-cli/workspace/string_cli.py
diff --git a/agent/regression/cases/react-todo/logs.txt → ...gent/regression/cases/react-todo/logs.txt b/agent/regression/cases/react-todo/logs.txt → ...gent/regression/cases/react-todo/logs.txt
diff --git a/agent/regression/cases/react-todo/task.txt → ...gent/regression/cases/react-todo/task.txt b/agent/regression/cases/react-todo/task.txt → ...gent/regression/cases/react-todo/task.txt
diff --git a/.../react-todo/workspace/todo-app/.gitignore → .../react-todo/workspace/todo-app/.gitignore b/.../react-todo/workspace/todo-app/.gitignore → .../react-todo/workspace/todo-app/.gitignore
diff --git a/...s/react-todo/workspace/todo-app/README.md → ...s/react-todo/workspace/todo-app/README.md b/...s/react-todo/workspace/todo-app/README.md → ...s/react-todo/workspace/todo-app/README.md
diff --git a/...todo/workspace/todo-app/package-lock.json → ...todo/workspace/todo-app/package-lock.json b/...todo/workspace/todo-app/package-lock.json → ...todo/workspace/todo-app/package-lock.json
diff --git a/...eact-todo/workspace/todo-app/package.json → ...eact-todo/workspace/todo-app/package.json b/...eact-todo/workspace/todo-app/package.json → ...eact-todo/workspace/todo-app/package.json
diff --git a/...odo/workspace/todo-app/public/favicon.ico → ...odo/workspace/todo-app/public/favicon.ico b/...odo/workspace/todo-app/public/favicon.ico → ...odo/workspace/todo-app/public/favicon.ico
diff --git a/...todo/workspace/todo-app/public/index.html → ...todo/workspace/todo-app/public/index.html b/...todo/workspace/todo-app/public/index.html → ...todo/workspace/todo-app/public/index.html
diff --git a/...odo/workspace/todo-app/public/logo192.png → ...odo/workspace/todo-app/public/logo192.png b/...odo/workspace/todo-app/public/logo192.png → ...odo/workspace/todo-app/public/logo192.png
diff --git a/...odo/workspace/todo-app/public/logo512.png → ...odo/workspace/todo-app/public/logo512.png b/...odo/workspace/todo-app/public/logo512.png → ...odo/workspace/todo-app/public/logo512.png
diff --git a/...o/workspace/todo-app/public/manifest.json → ...o/workspace/todo-app/public/manifest.json b/...o/workspace/todo-app/public/manifest.json → ...o/workspace/todo-app/public/manifest.json
diff --git a/...todo/workspace/todo-app/public/robots.txt → ...todo/workspace/todo-app/public/robots.txt b/...todo/workspace/todo-app/public/robots.txt → ...todo/workspace/todo-app/public/robots.txt
diff --git a/...react-todo/workspace/todo-app/src/App.css → ...react-todo/workspace/todo-app/src/App.css b/...react-todo/workspace/todo-app/src/App.css → ...react-todo/workspace/todo-app/src/App.css
diff --git a/.../react-todo/workspace/todo-app/src/App.js → .../react-todo/workspace/todo-app/src/App.js b/.../react-todo/workspace/todo-app/src/App.js → .../react-todo/workspace/todo-app/src/App.js
diff --git a/...t-todo/workspace/todo-app/src/App.test.js → ...t-todo/workspace/todo-app/src/App.test.js b/...t-todo/workspace/todo-app/src/App.test.js → ...t-todo/workspace/todo-app/src/App.test.js
diff --git a/...act-todo/workspace/todo-app/src/index.css → ...act-todo/workspace/todo-app/src/index.css b/...act-todo/workspace/todo-app/src/index.css → ...act-todo/workspace/todo-app/src/index.css
diff --git a/...eact-todo/workspace/todo-app/src/index.js → ...eact-todo/workspace/todo-app/src/index.js b/...eact-todo/workspace/todo-app/src/index.js → ...eact-todo/workspace/todo-app/src/index.js
diff --git a/...eact-todo/workspace/todo-app/src/logo.svg → ...eact-todo/workspace/todo-app/src/logo.svg b/...eact-todo/workspace/todo-app/src/logo.svg → ...eact-todo/workspace/todo-app/src/logo.svg
diff --git a/...workspace/todo-app/src/reportWebVitals.js → ...workspace/todo-app/src/reportWebVitals.js b/...workspace/todo-app/src/reportWebVitals.js → ...workspace/todo-app/src/reportWebVitals.js
diff --git a/...todo/workspace/todo-app/src/setupTests.js → ...todo/workspace/todo-app/src/setupTests.js b/...todo/workspace/todo-app/src/setupTests.js → ...todo/workspace/todo-app/src/setupTests.js
diff --git a/agent/regression/cases/server-test/logs.txt → ...ent/regression/cases/server-test/logs.txt b/agent/regression/cases/server-test/logs.txt → ...ent/regression/cases/server-test/logs.txt
diff --git a/...ression/cases/server-test/start/server.py → ...ression/cases/server-test/start/server.py b/...ression/cases/server-test/start/server.py → ...ression/cases/server-test/start/server.py
diff --git a/agent/regression/cases/server-test/task.txt → ...ent/regression/cases/server-test/task.txt b/agent/regression/cases/server-test/task.txt → ...ent/regression/cases/server-test/task.txt
diff --git a/...ion/cases/server-test/workspace/README.md → ...ion/cases/server-test/workspace/README.md b/...ion/cases/server-test/workspace/README.md → ...ion/cases/server-test/workspace/README.md
diff --git a/...ion/cases/server-test/workspace/server.py → ...ion/cases/server-test/workspace/server.py b/...ion/cases/server-test/workspace/server.py → ...ion/cases/server-test/workspace/server.py
diff --git a/agent/regression/run.sh → agenthub/langchains_agent/regression/run.sh b/agent/regression/run.sh → agenthub/langchains_agent/regression/run.sh
diff --git a/agent/requirements.txt → agenthub/langchains_agent/requirements.txt b/agent/requirements.txt → agenthub/langchains_agent/requirements.txt
diff --git a/agenthub/langchains_agent/utils/actions/__init__.py b/agenthub/langchains_agent/utils/actions/__init__.py
@@ -0,0 +1,6 @@
+from .run import run
+from .kill import kill
+from .browse import browse
+from .write import write
+from .read import read
+
diff --git a/agent/lib/actions/browse.py → .../langchains_agent/utils/actions/browse.py b/agent/lib/actions/browse.py → .../langchains_agent/utils/actions/browse.py
diff --git a/agent/lib/actions/kill.py → ...ub/langchains_agent/utils/actions/kill.py b/agent/lib/actions/kill.py → ...ub/langchains_agent/utils/actions/kill.py
diff --git a/agent/lib/actions/read.py → ...ub/langchains_agent/utils/actions/read.py b/agent/lib/actions/read.py → ...ub/langchains_agent/utils/actions/read.py
diff --git a/agent/lib/actions/run.py → ...hub/langchains_agent/utils/actions/run.py b/agent/lib/actions/run.py → ...hub/langchains_agent/utils/actions/run.py
diff --git a/agent/lib/actions/write.py → ...b/langchains_agent/utils/actions/write.py b/agent/lib/actions/write.py → ...b/langchains_agent/utils/actions/write.py
diff --git a/agent/lib/agent.py → agenthub/langchains_agent/utils/agent.py b/agent/lib/agent.py → agenthub/langchains_agent/utils/agent.py
@@ -1,9 +1,9 @@
 import select
 
-from lib.monologue import Monologue
-from lib.memory import LongTermMemory
-from lib.event import Event
-import lib.llm as llm
+from agenthub.langchains_agent.utils.monologue import Monologue
+from agenthub.langchains_agent.utils.memory import LongTermMemory
+from agenthub.langchains_agent.utils.event import Event
+import agenthub.langchains_agent.utils.llm as llm
 
 MAX_OUTPUT_LENGTH = 5000
 MAX_MONOLOGUE_LENGTH = 20000

diff --git a/agent/lib/event.py → agenthub/langchains_agent/utils/event.py b/agent/lib/event.py → agenthub/langchains_agent/utils/event.py
@@ -1,6 +1,6 @@
 import os
 import json
-import lib.actions as actions
+import agenthub.langchains_agent.utils.actions as actions
 
 class Event:
     def __init__(self, action, args):

diff --git a/agent/lib/json.py → agenthub/langchains_agent/utils/json.py b/agent/lib/json.py → agenthub/langchains_agent/utils/json.py
diff --git a/agent/lib/llm.py → agenthub/langchains_agent/utils/llm.py b/agent/lib/llm.py → agenthub/langchains_agent/utils/llm.py
@@ -1,6 +1,6 @@
 import os
 
-import lib.json as json
+from . import json
 
 if os.getenv("DEBUG"):
     from langchain.globals import set_debug

diff --git a/agent/lib/memory.py → agenthub/langchains_agent/utils/memory.py b/agent/lib/memory.py → agenthub/langchains_agent/utils/memory.py
@@ -1,5 +1,5 @@
 import os
-import lib.json as json
+from . import json
 
 import chromadb
 

diff --git a/agent/lib/monologue.py → agenthub/langchains_agent/utils/monologue.py b/agent/lib/monologue.py → agenthub/langchains_agent/utils/monologue.py
@@ -1,7 +1,7 @@
-import lib.json as json
-from lib.event import Event
+import agenthub.langchains_agent.utils.json as json
+from agenthub.langchains_agent.utils.event import Event
 
-import lib.llm as llm
+import agenthub.langchains_agent.utils.llm as llm
 
 class Monologue:
     def __init__(self):