From eaaedb3fd7ed6ee01f6b3a057f2f6b4951f52d2f Mon Sep 17 00:00:00 2001 From: DidierRLopes Date: Sun, 12 Apr 2026 22:23:54 -0400 Subject: [PATCH 1/3] agent feedback --- 42-vanilla-agent-feedback/README.md | 45 +++++++ 42-vanilla-agent-feedback/feedback.json | 23 ++++ 42-vanilla-agent-feedback/tests/__init__.py | 0 42-vanilla-agent-feedback/tests/test_agent.py | 94 ++++++++++++++ .../vanilla_agent_feedback/__init__.py | 0 .../vanilla_agent_feedback/main.py | 120 ++++++++++++++++++ 6 files changed, 282 insertions(+) create mode 100644 42-vanilla-agent-feedback/README.md create mode 100644 42-vanilla-agent-feedback/feedback.json create mode 100644 42-vanilla-agent-feedback/tests/__init__.py create mode 100644 42-vanilla-agent-feedback/tests/test_agent.py create mode 100644 42-vanilla-agent-feedback/vanilla_agent_feedback/__init__.py create mode 100644 42-vanilla-agent-feedback/vanilla_agent_feedback/main.py diff --git a/42-vanilla-agent-feedback/README.md b/42-vanilla-agent-feedback/README.md new file mode 100644 index 0000000..1350ba7 --- /dev/null +++ b/42-vanilla-agent-feedback/README.md @@ -0,0 +1,45 @@ +# 42 - Vanilla Agent Feedback + +A vanilla agent that demonstrates how to receive and persist user feedback (thumbs up/down) from OpenBB Workspace. + +## What it does + +This agent exposes a `/v1/feedback` endpoint that the Workspace frontend calls when a user gives thumbs up/down on an AI response. Feedback is persisted to a local `feedback.json` file. + +The agent declares `"feedback": true` in its `agents.json` features, which signals to the Workspace that this agent supports receiving feedback directly (instead of it going to analytics). + +## Feedback payload + +```json +{ + "vote": "thumbs_up", + "tags": ["Not factually correct / Hallucinations / Inaccurate"], + "user_comment": "Optional additional comment", + "ai_response": "The AI response that was rated", + "user_prompt": "The user's original prompt", + "trace_id": "request-trace-id" +} +``` + +## Running + +```bash +cd 42-vanilla-agent-feedback +poetry run uvicorn vanilla_agent_feedback.main:app --port 7777 --reload +``` + +Then add `http://localhost:7777` as a custom agent in OpenBB Workspace. + +## Endpoints + +| Method | Path | Description | +|--------|------|-------------| +| GET | `/agents.json` | Agent manifest | +| POST | `/v1/query` | Chat query (basic LLM passthrough) | +| POST | `/v1/feedback` | Receive user feedback | + +## Testing + +```bash +poetry run pytest 42-vanilla-agent-feedback/tests +``` diff --git a/42-vanilla-agent-feedback/feedback.json b/42-vanilla-agent-feedback/feedback.json new file mode 100644 index 0000000..a267394 --- /dev/null +++ b/42-vanilla-agent-feedback/feedback.json @@ -0,0 +1,23 @@ +[ + { + "timestamp": "2026-04-13T02:22:16.124393+00:00", + "vote": "thumbs_up", + "tags": [], + "user_comment": "", + "ai_response": "Hello! How can I assist you today?", + "user_prompt": "Hi", + "trace_id": "" + }, + { + "timestamp": "2026-04-13T02:22:40.944276+00:00", + "vote": "thumbs_down", + "tags": [ + "Not factually correct / Hallucinations / Inaccurate", + "Other" + ], + "user_comment": "No!\n", + "ai_response": "I'm glad to hear that! What can I help you with today? If you have any questions or need assistance with financial matters, feel free to ask.", + "user_prompt": "cool", + "trace_id": "" + } +] \ No newline at end of file diff --git a/42-vanilla-agent-feedback/tests/__init__.py b/42-vanilla-agent-feedback/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/42-vanilla-agent-feedback/tests/test_agent.py b/42-vanilla-agent-feedback/tests/test_agent.py new file mode 100644 index 0000000..785a704 --- /dev/null +++ b/42-vanilla-agent-feedback/tests/test_agent.py @@ -0,0 +1,94 @@ +import json +from pathlib import Path + +import pytest +from fastapi.testclient import TestClient + +from vanilla_agent_feedback.main import FEEDBACK_FILE, app + +test_client = TestClient(app) + + +@pytest.fixture(autouse=True) +def reset_sse_starlette_appstatus_event(): + from sse_starlette.sse import AppStatus + + AppStatus.should_exit_event = None + + +@pytest.fixture(autouse=True) +def cleanup_feedback_file(): + yield + if FEEDBACK_FILE.exists(): + FEEDBACK_FILE.unlink() + + +def test_agents_json(): + response = test_client.get("/agents.json") + assert response.status_code == 200 + data = response.json() + assert "vanilla_agent_feedback" in data + agent = data["vanilla_agent_feedback"] + assert agent["features"]["feedback"] is True + assert agent["endpoints"]["feedback"] == "/v1/feedback" + + +def test_feedback_thumbs_up(tmp_path, monkeypatch): + feedback_file = tmp_path / "feedback.json" + monkeypatch.setattr( + "vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file + ) + + payload = { + "vote": "thumbs_up", + "tags": [], + "user_comment": "", + "ai_response": "Test response", + "user_prompt": "Test prompt", + "trace_id": "test-trace-123", + } + response = test_client.post("/v1/feedback", json=payload) + assert response.status_code == 200 + assert response.json() == {"status": "ok"} + + entries = json.loads(feedback_file.read_text()) + assert len(entries) == 1 + assert entries[0]["vote"] == "thumbs_up" + + +def test_feedback_thumbs_down(tmp_path, monkeypatch): + feedback_file = tmp_path / "feedback.json" + monkeypatch.setattr( + "vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file + ) + + payload = { + "vote": "thumbs_down", + "tags": ["Not factually correct / Hallucinations / Inaccurate"], + "user_comment": "The data was wrong", + "ai_response": "Test response", + "user_prompt": "Test prompt", + "trace_id": "test-trace-456", + } + response = test_client.post("/v1/feedback", json=payload) + assert response.status_code == 200 + assert response.json() == {"status": "ok"} + + entries = json.loads(feedback_file.read_text()) + assert len(entries) == 1 + assert entries[0]["vote"] == "thumbs_down" + assert entries[0]["tags"] == [ + "Not factually correct / Hallucinations / Inaccurate" + ] + + +def test_query(): + test_payload_path = ( + Path(__file__).parent.parent.parent + / "testing" + / "test_payloads" + / "single_message.json" + ) + test_payload = json.load(open(test_payload_path)) + response = test_client.post("/v1/query", json=test_payload) + assert response.status_code == 200 diff --git a/42-vanilla-agent-feedback/vanilla_agent_feedback/__init__.py b/42-vanilla-agent-feedback/vanilla_agent_feedback/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/42-vanilla-agent-feedback/vanilla_agent_feedback/main.py b/42-vanilla-agent-feedback/vanilla_agent_feedback/main.py new file mode 100644 index 0000000..418d871 --- /dev/null +++ b/42-vanilla-agent-feedback/vanilla_agent_feedback/main.py @@ -0,0 +1,120 @@ +import json +from datetime import datetime, timezone +from pathlib import Path +from typing import AsyncGenerator + +import openai +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware +from fastapi.responses import JSONResponse +from openai.types.chat import ( + ChatCompletionAssistantMessageParam, + ChatCompletionMessageParam, + ChatCompletionSystemMessageParam, + ChatCompletionUserMessageParam, +) +from openbb_ai import message_chunk +from openbb_ai.models import MessageChunkSSE, QueryRequest +from pydantic import BaseModel +from sse_starlette.sse import EventSourceResponse + +app = FastAPI() + +app.add_middleware( + CORSMiddleware, + allow_origins=["https://pro.openbb.co", "http://localhost:1420"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +FEEDBACK_FILE = Path(__file__).parent.parent / "feedback.json" + + +class FeedbackRequest(BaseModel): + vote: str + tags: list[str] = [] + user_comment: str = "" + ai_response: str = "" + user_prompt: str = "" + trace_id: str = "" + + +@app.get("/agents.json") +def get_copilot_description(): + """Agent configuration for OpenBB Workspace.""" + return JSONResponse( + content={ + "vanilla_agent_feedback": { + "name": "Vanilla Agent Feedback", + "description": "A vanilla agent that receives and persists user feedback (thumbs up/down).", + "image": "https://github.com/OpenBB-finance/copilot-for-terminal-pro/assets/14093308/7da2a512-93b9-478d-90bc-b8c3dd0cabcf", + "endpoints": { + "query": "/v1/query", + "feedback": "/v1/feedback", + }, + "features": { + "streaming": True, + "widget-dashboard-select": False, + "widget-dashboard-search": False, + "feedback": True, + }, + } + } + ) + + +@app.post("/v1/feedback") +async def feedback(request: FeedbackRequest): + """Receive and persist user feedback to a local JSON file.""" + entry = { + "timestamp": datetime.now(timezone.utc).isoformat(), + **request.model_dump(), + } + + entries = [] + if FEEDBACK_FILE.exists(): + entries = json.loads(FEEDBACK_FILE.read_text()) + + entries.append(entry) + FEEDBACK_FILE.write_text(json.dumps(entries, indent=2)) + + return JSONResponse(content={"status": "ok"}) + + +@app.post("/v1/query") +async def query(request: QueryRequest) -> EventSourceResponse: + """Query the Copilot.""" + openai_messages: list[ChatCompletionMessageParam] = [ + ChatCompletionSystemMessageParam( + role="system", + content="You are a helpful financial assistant. Your name is 'Vanilla Agent Feedback'.", + ) + ] + + for message in request.messages: + if message.role == "human": + openai_messages.append( + ChatCompletionUserMessageParam(role="user", content=message.content) + ) + elif message.role == "ai" and isinstance(message.content, str): + openai_messages.append( + ChatCompletionAssistantMessageParam( + role="assistant", content=message.content + ) + ) + + async def execution_loop() -> AsyncGenerator[MessageChunkSSE, None]: + client = openai.AsyncOpenAI() + async for event in await client.chat.completions.create( + model="gpt-4o", + messages=openai_messages, + stream=True, + ): + if chunk := event.choices[0].delta.content: + yield message_chunk(chunk).model_dump() + + return EventSourceResponse( + content=execution_loop(), + media_type="text/event-stream", + ) From a124d2fae9aeccd953c7d10dcbeaffd9310eeeca Mon Sep 17 00:00:00 2001 From: DidierRLopes Date: Sun, 12 Apr 2026 22:26:10 -0400 Subject: [PATCH 2/3] fix --- 42-vanilla-agent-feedback/tests/test_agent.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/42-vanilla-agent-feedback/tests/test_agent.py b/42-vanilla-agent-feedback/tests/test_agent.py index 785a704..4507f9d 100644 --- a/42-vanilla-agent-feedback/tests/test_agent.py +++ b/42-vanilla-agent-feedback/tests/test_agent.py @@ -35,9 +35,7 @@ def test_agents_json(): def test_feedback_thumbs_up(tmp_path, monkeypatch): feedback_file = tmp_path / "feedback.json" - monkeypatch.setattr( - "vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file - ) + monkeypatch.setattr("vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file) payload = { "vote": "thumbs_up", @@ -58,9 +56,7 @@ def test_feedback_thumbs_up(tmp_path, monkeypatch): def test_feedback_thumbs_down(tmp_path, monkeypatch): feedback_file = tmp_path / "feedback.json" - monkeypatch.setattr( - "vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file - ) + monkeypatch.setattr("vanilla_agent_feedback.main.FEEDBACK_FILE", feedback_file) payload = { "vote": "thumbs_down", @@ -77,9 +73,7 @@ def test_feedback_thumbs_down(tmp_path, monkeypatch): entries = json.loads(feedback_file.read_text()) assert len(entries) == 1 assert entries[0]["vote"] == "thumbs_down" - assert entries[0]["tags"] == [ - "Not factually correct / Hallucinations / Inaccurate" - ] + assert entries[0]["tags"] == ["Not factually correct / Hallucinations / Inaccurate"] def test_query(): From 7513466c9e69353aa417b073a2f8988023bfc53c Mon Sep 17 00:00:00 2001 From: Theodore Aptekarev Date: Fri, 17 Apr 2026 18:46:42 +0300 Subject: [PATCH 3/3] Add OpenAI dependency and update README formatting The poetry.lock file was regenerated with updated tool version and dependency changes, and a blank line was added to the README for better formatting. --- README.md | 1 + poetry.lock | 1690 ++++-------------------------------------------- pyproject.toml | 3 +- 3 files changed, 119 insertions(+), 1575 deletions(-) diff --git a/README.md b/README.md index 51ab27e..665573a 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,7 @@ It depends heavily on the [OpenBB AI SDK](https://github.com/OpenBB-finance/open For documentation on how to use the OpenBB AI SDK (highly recommended!), see the [OpenBB AI SDK README](https://github.com/OpenBB-finance/openbb-ai). ## Examples + If you prefer diving straight into code, we have a growing list of examples of custom agents in this repository, varying in complexity and features: - 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