start of ANOTHER ONE langgraph

.gitignore

@@ -8,3 +8,5 @@ wheels/
 
 # Virtual environments
 .venv
+
+.env

pyproject.toml

@@ -11,6 +11,8 @@ dependencies = [
     "fastapi>=0.141.1",
     "fastmcp>=3.4.7",
     "ipython>=9.16.1",
+    "langchain>=1.3.18",
+    "langchain-openai>=1.6.0",
     "matplotlib>=3.11.1",
     "matplotlib-inline>=0.1.7",
     "uvicorn>=0.52.4",

src/ipython_demo/app.py

@@ -2,6 +2,7 @@ import contextlib
 import io
 import json
 from dataclasses import asdict
+from typing import Literal
 from uuid import uuid4
 
 from ipython_demo.utils import generate_good_names
@@ -61,10 +62,16 @@ class App:
             raise KeyError("No shell exists yet")
         return self.get_shell(self.last_shell)
 
+    def get_shell_2(self, shell_name: Literal["last"] | str) -> ShellInfo:
+        """Return frontend-safe metadata for a single shell."""
+        if shell_name == "last":
+            return self.get_last_shell()
+        return self.get_shell(shell_name)
+    
     def run_code(
         self,
         code: str,
-        shell_name: str = "last",
+        shell_name: Literal["last", "new"] | str = "last",
         *,
         options: CallOptions | None = None,
     ) -> CallResponse:

src/ipython_webapp/app.py

@@ -1,4 +1,4 @@
-from typing import Annotated
+from typing import Annotated, Literal
 
 from fastapi import Body, Depends, FastAPI, HTTPException, Path, Query
 
@@ -12,10 +12,13 @@ ShellApp = App()  # global, scary
 
 @app.get("/shells")
 def list_shells():
-    return ShellApp.list_shells()
+    shells = ShellApp.list_shells()
+    if not shells:
+        raise HTTPException(status_code=404, detail="No shells found")
+    return shells
 
 
-@app.post("/shells/new")
+@app.post("/shells/new", status_code=201)
 def create_shell():
     return ShellApp.create_shell()
 
@@ -29,7 +32,12 @@ def get_last_shell():
 
 
 @app.get("/shells/{shell_name}")
-def get_shell(shell_name: str):
+def get_shell(
+    shell_name: Annotated[
+        str,
+        Path(..., description="The shell to query for metadata"),
+    ],
+):
     try:
         return ShellApp.get_shell(shell_name)
     except KeyError as error:
@@ -38,7 +46,10 @@ def get_shell(shell_name: str):
 
 @app.post("/shells/{shell_name}/run")
 def run_code(
-    shell_name: Annotated[str, Path(..., description="The shell to run code in")],
+    shell_name: Annotated[
+        Literal["last", "new"] | str,
+        Path(..., description="The shell to run code in"),
+    ],
     code: Annotated[
         str, Body(..., description="The code to execute", media_type="text/plain")
     ],
@@ -53,7 +64,10 @@ def run_code_2(
         str, Body(..., description="The code to execute", media_type="text/plain")
     ],
     options: Annotated[CallOptions, Depends()],
-    shell_name: Annotated[str, Query(description="The shell to run code in")] = "last",
+    shell_name: Annotated[
+        Literal["last", "new"] | str,
+        Query("last", description="The shell to run code in"),
+    ] = "last",
 ):
     return ShellApp.run_code(code, shell_name, options=options)
 

src/langchain_demo/app.py

@@ -0,0 +1,45 @@
+"i need to stop this"
+
+import os
+from collections.abc import Callable
+
+from dotenv import load_dotenv
+from langchain.agents import create_agent
+from langchain_openai import ChatOpenAI
+from pydantic import SecretStr
+
+from .ipython_wrapper import (
+    create_shell,
+    get_last_shell,
+    get_shell,
+    list_shells,
+    run_code,
+)
+
+load_dotenv()
+
+env: Callable[[str], str | None] = lambda key: os.environ.get(key)
+
+MODEL_NAME = env("MODEL_NAME")
+MODEL_BASE_URL = env("MODEL_BASE_URL")
+MODEL_API_KEY = env("MODEL_API_KEY")
+
+assert MODEL_NAME is not None, "MODEL_NAME is not set"
+assert MODEL_BASE_URL is not None, "MODEL_BASE_URL is not set"
+assert MODEL_API_KEY is not None, "MODEL_API_KEY is not set"
+
+# using Opencodes free tier! wow.
+
+llm = ChatOpenAI(
+    model=MODEL_NAME,
+    base_url=MODEL_BASE_URL,
+    api_key=SecretStr(MODEL_API_KEY),
+)
+
+agent = create_agent(
+    llm,
+    tools=[create_shell, get_last_shell, get_shell, list_shells, run_code],
+    checkpointer=None,  # soon
+)
+
+# may use streamlit, may use gradio, may use langchain UI, may use whatever.

src/langchain_demo/ipython_wrapper.py

@@ -0,0 +1,45 @@
+from typing import Literal
+
+from langchain.tools import tool
+
+from ipython_demo import App
+from ipython_demo.models import CallOptions, CallResponse, ShellInfo
+
+app = App()  # global, again
+
+# should be similar to mcp/webapp.
+@tool
+def run_code(
+    code: str,
+    shell_name: str | Literal["last", "new"] = "last",
+    options: CallOptions | None = None,
+) -> CallResponse:
+    """Run code in a named shell and return a frontend-facing call response.
+
+    use shell_name="new" to create a new shell, or shell_name="last" to use the most recently selected shell. Otherwise, use an existing shell name to run code in that shell.
+    """
+    return app.run_code(code, shell_name, options=options)
+
+@tool
+def list_shells() -> list[ShellInfo]:
+    """Return frontend-safe metadata for all known shells."""
+    return app.list_shells()
+
+@tool
+def get_shell(shell_name: str | Literal["last"]) -> ShellInfo:
+    """Return frontend-safe metadata for a single shell."""
+    return app.get_last_shell() if shell_name == "last" else app.get_shell(shell_name)
+
+@tool
+def create_shell() -> ShellInfo:
+    """Create a fresh named shell and return its metadata."""
+    return app.create_shell()
+
+@tool
+def get_last_shell() -> ShellInfo:
+    """
+    Return metadata for the most recently selected shell.
+
+    get_shell('last') is equivalent, but this is a more explicit name.
+    """
+    return app.get_last_shell()

uv.lock

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 ]
 
+[[package]]
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