Text editor + Playground UI

programmer-ui/ui.py

@@ -6,10 +6,17 @@
 import streamlit as st
 import weave
 import os
+import openai
+import copy
 from weave.trace.weave_client import WeaveClient
 
 from programmer.weave_next.api import init_local_client
-from programmer.weave_next.weave_query import calls, expand_refs
+from programmer.weave_next.weave_query import (
+    calls,
+    expand_refs,
+    get_call,
+    expand_json_refs,
+)
 from programmer.settings_manager import SettingsManager
 
 st.set_page_config(layout="wide")
@@ -47,7 +54,46 @@ def init_from_settings() -> WeaveClient:
         raise ValueError(f"Invalid weave_logging setting: {weave_logging_setting}")
 
 
-client = init_from_settings()
+# Add sidebar for Weave project configuration
+with st.sidebar:
+    st.header("Weave Project Configuration")
+
+    # Initialize from settings
+    initial_weave_logging = SettingsManager.get_setting("weave_logging")
+    initial_project_type = "local" if initial_weave_logging == "local" else "cloud"
+    initial_project_path = (
+        os.path.join(SettingsManager.PROGRAMMER_DIR, "weave.db")
+        if initial_weave_logging == "local"
+        else ""
+    )
+    initial_project_name = (
+        f"programmer-{os.path.basename(os.path.abspath(os.curdir))}"
+        if initial_weave_logging == "cloud"
+        else ""
+    )
+
+    project_type = st.radio(
+        "Project Type",
+        ["local", "cloud"],
+        index=0 if initial_project_type == "local" else 1,
+    )
+
+    if project_type == "local":
+        project_path = st.text_input("Local DB Path", value=initial_project_path)
+        # SettingsManager.set_setting("weave_logging", "local")
+        # SettingsManager.set_setting("weave_db_path", project_path)
+        client = init_local_weave(project_path)
+        print("C2", client._project_id())
+    else:
+        # SettingsManager.set_setting("weave_logging", "cloud")
+        # SettingsManager.set_setting("weave_project_name", project_name)
+        project_name = st.text_input("Cloud Project Name", value=initial_project_name)
+        client = init_remote_weave(project_name)
+        print("C3", client._project_id())
+
+# Initialize client based on current settings
+# client = init_from_settings()
+print("CLIENT", client._project_id())
 
 
 def set_focus_step_id(call_id):
@@ -76,6 +122,16 @@ def cached_expand_refs(wc: WeaveClient, refs: Sequence[str]):
     return expand_refs(wc, refs).to_pandas()
 
 
+@st.cache_data(hash_funcs=ST_HASH_FUNCS)
+def cached_get_call(wc: WeaveClient, call_id: str):
+    return get_call(wc, call_id)
+
+
+@st.cache_data(hash_funcs=ST_HASH_FUNCS)
+def cached_expand_json_refs(wc: WeaveClient, json: dict):
+    return expand_json_refs(wc, json)
+
+
 def print_step_call(call):
     start_history = call["inputs.state.history"]
     end_history = call["output.history"]
@@ -174,30 +230,234 @@ def print_session_call(session_id):
         )
 
 
-session_calls_df = cached_calls(client, "session", expand_refs=["inputs.agent_state"])
-if len(session_calls_df) == 0:
-    st.error("No programmer sessions found.")
-    st.stop()
-session_user_message_df = session_calls_df["inputs.agent_state.history"].apply(
-    lambda v: v[-1]["content"]
-)
-
+def sessions_page():
+    session_calls_df = cached_calls(
+        client, "session", expand_refs=["inputs.agent_state"]
+    )
+    if len(session_calls_df) == 0:
+        st.error("No programmer sessions found.")
+        st.stop()
+    session_user_message_df = session_calls_df["inputs.agent_state.history"].apply(
+        lambda v: v[-1]["content"]
+    )
+    with st.sidebar:
+        st.header("Session Selection")
+        if st.button("Refresh"):
+            st.cache_data.clear()
+            st.rerun()
+        message_ids = {
+            f"{cid[-5:]}: {m}": cid
+            for cid, m in reversed(
+                list(zip(session_calls_df["id"], session_user_message_df))
+            )
+        }
+        sel_message = st.radio("Session", options=message_ids.keys())
+        sel_id = None
+        if sel_message:
+            sel_id = message_ids.get(sel_message)
+    if sel_id:
+        st.header(f"Session: {sel_id}")
+        print_session_call(sel_id)
+
+
+sessions_pg = st.Page(sessions_page, title="Sessions")
+
+
+# def write_chat_message(m, key):
+#     with st.chat_message(m["role"]):
+#         if "content" in m:
+#             st.text_area(
+#                 "", value=str(m["content"]), label_visibility="collapsed", key=key
+#             )
+def write_chat_message(m, key, readonly=False):
+    def on_change_content():
+        new_value = st.session_state[key]
+        st.session_state.playground_state["editable_call"]["inputs"]["messages"][
+            m["original_index"]
+        ]["content"] = new_value
+
+    with st.chat_message(m["role"]):
+        if m.get("content"):
+            if readonly:
+                st.code(m["content"])
+            else:
+                st.text_area(
+                    "",
+                    value=m["content"],
+                    label_visibility="collapsed",
+                    key=key,
+                    on_change=on_change_content,
+                )
+        if m.get("tool_calls"):
+            for t in m["tool_calls"]:
+                st.write(t["function"]["name"])
+                st.json(
+                    {
+                        "arguments": t["function"]["arguments"],
+                        "response": t.get("response", {}).get("content"),
+                    },
+                    expanded=True,
+                )
+
+
+def attach_tool_call_responses(messages):
+    new_messages = []
+    for i, m in enumerate(messages):
+        new_m = copy.deepcopy(m)
+        new_m["original_index"] = i
+        if new_m["role"] == "assistant" and "tool_calls" in new_m:
+            new_m["tool_call_responses"] = []
+            for t in new_m["tool_calls"]:
+                t_id = t["id"]
+                for j, t_response in enumerate(messages):
+                    if t_response.get("tool_call_id") == t_id:
+                        t["response"] = t_response
+                        t["response"]["original_index"] = j
+                        break
+        if "tool_call_id" not in new_m:
+            new_messages.append(new_m)
+    return new_messages
+
+
+def playground_page():
+    with st.sidebar:
+        if not st.session_state.get("playground_state"):
+            st.session_state.playground_state = {
+                "call_id": None,
+                "call": None,
+                "expanded_call": None,
+                "editable_call": None,
+            }
+        playground_state = st.session_state.playground_state
+        call_id = st.text_input("Call ID")
+        if not call_id:
+            st.error("Please set call ID")
+            st.stop()
+
+        # st.write(playground_state)
+        if playground_state["expanded_call"] != playground_state["editable_call"]:
+            st.warning("Call has been modified")
+            if st.button("Restore original call"):
+                st.session_state.playground_state["editable_call"] = copy.deepcopy(
+                    playground_state["expanded_call"]
+                )
+                st.rerun()
+
+        if call_id != st.session_state.playground_state["call_id"]:
+            st.spinner("Loading call...")
+            call = cached_get_call(client, call_id)
+            editable_call = cached_expand_json_refs(client, call)
+            st.session_state.playground_state = {
+                "call_id": call_id,
+                "call": call,
+                "expanded_call": editable_call,
+                "editable_call": copy.deepcopy(editable_call),
+            }
+            st.rerun()
+
+        call = st.session_state.playground_state["call"]
+        editable_call = st.session_state.playground_state["editable_call"]
+        if call is None or editable_call is None:
+            st.warning("call not yet loaded")
+            st.stop()
+
+        st.write(call["op_name"])
+        # st.json(call["inputs"])
+        # st.json(call["inputs"]["tools"])
+
+        def on_change_temperature():
+            st.session_state.playground_state["editable_call"]["inputs"][
+                "temperature"
+            ] = st.session_state["temperature"]
+
+        st.slider(
+            "Temperature",
+            min_value=0.0,
+            max_value=1.0,
+            value=editable_call["inputs"]["temperature"],
+            key="temperature",
+            on_change=on_change_temperature,
+        )
 
-with st.sidebar:
-    if st.button("Refresh"):
-        st.cache_data.clear()
-        st.rerun()
-    message_ids = {
-        f"{cid[-5:]}: {m}": cid
-        for cid, m in reversed(
-            list(zip(session_calls_df["id"], session_user_message_df))
+        tools = call["inputs"].get("tools", [])
+        if tools:
+            st.write("Tools")
+            for tool_idx, t in enumerate(tools):
+                with st.expander(t["function"]["name"]):
+
+                    def on_change_tool():
+                        st.session_state.playground_state["editable_call"]["inputs"][
+                            "tools"
+                        ][tool_idx] = json.loads(st.session_state[f"tool-{tool_idx}"])
+                        st.rerun()
+
+                    st.text_area(
+                        "json",
+                        value=json.dumps(t, indent=2),
+                        height=300,
+                        key=f"tool-{tool_idx}",
+                        on_change=on_change_tool,
+                    )
+
+        def on_change_parallel_tool_calls():
+            st.session_state.playground_state["editable_call"]["inputs"][
+                "parallel_tool_calls"
+            ] = st.session_state["parallel_tool_calls"]
+
+        st.checkbox(
+            "Parallel tool calls",
+            value=editable_call["inputs"].get("parallel_tool_calls", True),
+            key="parallel_tool_calls",
+            on_change=on_change_parallel_tool_calls,
         )
+
+    inputs = editable_call["inputs"]
+    all_input_messages = inputs["messages"]
+    other_inputs = {
+        k: v
+        for k, v in inputs.items()
+        if (k != "messages" and k != "self" and k != "stream")
     }
-    sel_message = st.radio("Session", options=message_ids.keys())
-    sel_id = None
-    if sel_message:
-        sel_id = message_ids.get(sel_message)
-
-if sel_id:
-    st.header(f"Session: {sel_id}")
-    print_session_call(sel_id)
+
+    tool_call_attached_messages = attach_tool_call_responses(all_input_messages)
+    for i, m in enumerate(tool_call_attached_messages):
+        write_chat_message(m, f"message-{i}")
+    # output = editable_call["output"]["choices"][0]["message"]
+    n_choices = st.number_input(
+        "Number of choices", value=1, min_value=1, max_value=100
+    )
+    if st.button("Generate"):
+        chat_inputs = {**editable_call["inputs"]}
+        # st.json(chat_inputs, expanded=False)
+        del chat_inputs["stream"]
+        del chat_inputs["self"]
+        chat_inputs["n"] = n_choices
+        call_resp = openai.chat.completions.create(**chat_inputs).model_dump()
+
+        editable_call["output"] = call_resp
+        st.rerun()
+        # st.json(response, expanded=False)
+        # output = response["choices"][0]["message"]
+        # st.json(output)
+    response = editable_call["output"]
+    st.write("full response")
+    st.json(response, expanded=False)
+    st.write("**system fingerprint**", response["system_fingerprint"])
+    st.write("**usage**", response["usage"])
+    for i, choice in enumerate(response["choices"]):
+        output = choice["message"]
+        st.write(f"Choice {i+1}")
+        write_chat_message(output, f"output_message-{i}", readonly=True)
+
+    # all_messages = [*all_input_messages, output]
+    # st.json(st.session_state.playground_state, expanded=False)
+    # st.json(all_messages, expanded=False)
+
+    # st.write(expanded_call)
+
+
+playground_pg = st.Page(playground_page, title="Playground")
+
+
+pg = st.navigation([sessions_pg, playground_pg])
+pg.run()

programmer/agent.py

@@ -39,6 +39,12 @@ class AgentState(weave.Object):
     history: list[Any] = Field(default_factory=list)
     env_snapshot_key: Optional[EnvironmentSnapshotKey] = None
 
+    def with_history(self, history: list[Any]) -> "AgentState":
+        environment = get_current_environment()
+        msg = get_commit_message(history)
+        snapshot_key = environment.make_snapshot(msg)
+        return self.__class__(history=history, env_snapshot_key=snapshot_key)
+
 
 def unweavify(v: Any) -> Any:
     if isinstance(v, list):
@@ -55,6 +61,9 @@ class Agent(weave.Object):
     system_message: str
     tools: list[Any] = Field(default_factory=list)
 
+    def initial_state(self, history: list[Any]) -> AgentState:
+        return AgentState().with_history(history)
+
     @weave.op()
     def step(self, state: AgentState) -> AgentState:
         """Run a step of the agent.
@@ -118,12 +127,8 @@ def step(self, state: AgentState) -> AgentState:
 
         # new_history = state.history + new_messages
         new_history = weavelist_add(state.history, new_messages)
-        msg = get_commit_message(new_history)
-
-        environment = get_current_environment()
-        snapshot_key = environment.make_snapshot(msg)
 
-        return AgentState(history=new_history, env_snapshot_key=snapshot_key)
+        return state.with_history(new_history)
 
     @weave.op()
     def run(self, state: AgentState, max_runtime_seconds: int = -1):