From 852fec3681dd299c7c4cbfc2f82e9dcafe87d42f Mon Sep 17 00:00:00 2001 From: Google Gemini Date: Mon, 23 Mar 2026 18:09:29 +0000 Subject: [PATCH] [gemini] feat: Integrate ResearchOrchestrator with Paperclip (#978) (#1111) Co-authored-by: Google Gemini Co-committed-by: Google Gemini --- poetry.lock | 726 ++++++++++++++++++++++++++++++++++-- pyproject.toml | 2 +- src/dashboard/app.py | 10 +- src/timmy/paperclip.py | 175 +++++++++ src/timmy/research_tools.py | 42 +++ 5 files changed, 922 insertions(+), 33 deletions(-) create mode 100644 src/timmy/paperclip.py create mode 100644 src/timmy/research_tools.py diff --git a/poetry.lock b/poetry.lock index 75b14efe..b3a964e6 100644 --- a/poetry.lock +++ b/poetry.lock @@ -523,6 +523,22 @@ files = [ {file = "audioop_lts-0.2.2.tar.gz", hash = "sha256:64d0c62d88e67b98a1a5e71987b7aa7b5bcffc7dcee65b635823dbdd0a8dbbd0"}, ] +[[package]] +name = "babel" +version = "2.18.0" +description = "Internationalization utilities" +optional = true +python-versions = ">=3.8" +groups = ["main"] +markers = "extra == \"research\"" +files = [ + {file = "babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35"}, + {file = "babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d"}, +] + +[package.extras] +dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""] + [[package]] name = "billiard" version = "4.2.4" @@ -699,7 +715,7 @@ files = [ {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"}, {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"}, ] -markers = {main = "platform_python_implementation != \"PyPy\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"dev\"", dev = "os_name == \"nt\" and implementation_name != \"pypy\""} +markers = {main = "platform_python_implementation != \"PyPy\" or extra == \"voice\" or os_name == \"nt\" and implementation_name != \"pypy\" and extra == \"dev\"", dev = "os_name == \"nt\" and implementation_name != \"pypy\""} [package.dependencies] pycparser = {version = "*", markers = "implementation_name != \"PyPy\""} @@ -711,6 +727,7 @@ description = "The Real First Universal Charset Detector. 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+[package.extras] +all = ["tld[build,dev,docs,lint,test]"] +build = ["build", "pkginfo", "twine", "wheel"] +dev = ["detect-secrets", "ipython", "uv"] +docs = ["sphinx", "sphinx-autobuild", "sphinx-llms-txt-link", "sphinx-no-pragma", "sphinx-rtd-theme (>=1.3.0)", "sphinx-source-tree ; python_version > \"3.9\""] +lint = ["doc8", "mypy", "pydoclint", "ruff"] +test = ["coverage", "fake.py", "pytest", "pytest-codeblock", "pytest-cov", "pytest-ordering", "tox"] + [[package]] name = "tokenizers" version = "0.22.2" @@ -8213,7 +8830,7 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc optional = true python-versions = ">=3.9.0" groups = ["main"] -markers = "extra == \"bigbrain\" or extra == \"embeddings\"" +markers = "extra == \"bigbrain\" or extra == \"voice\" or extra == \"embeddings\"" files = [ {file = "torch-2.7.1-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:a103b5d782af5bd119b81dbcc7ffc6fa09904c423ff8db397a1e6ea8fd71508f"}, {file = 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== \"linux2\") and extra == \"voice\"" files = [ {file = "triton-3.3.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b74db445b1c562844d3cfad6e9679c72e93fdfb1a90a24052b03bb5c49d1242e"}, {file = "triton-3.3.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b31e3aa26f8cb3cc5bf4e187bf737cbacf17311e1112b781d4a059353dfd731b"}, @@ -8478,12 +9121,31 @@ description = "Provider of IANA time zone data" optional = true python-versions = ">=2" groups = ["main"] -markers = "extra == \"celery\"" +markers = "extra == \"research\" and platform_system == \"Windows\" or extra == \"celery\"" files = [ {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"}, {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"}, ] +[[package]] +name = "tzlocal" +version = "5.3.1" +description = "tzinfo object for the local timezone" +optional = true +python-versions = ">=3.9" +groups = ["main"] +markers = "extra == \"research\"" +files = [ + {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"}, + {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"}, +] + +[package.dependencies] +tzdata = {version = "*", markers = "platform_system == \"Windows\""} + +[package.extras] +devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"] + [[package]] name = "urllib3" version = "2.6.3" @@ -8495,6 +9157,7 @@ files = [ {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"}, {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"}, ] +markers = {main = "extra == \"voice\" or extra == \"research\" or extra == \"dev\""} [package.dependencies] pysocks = {version = ">=1.5.6,<1.5.7 || >1.5.7,<2.0", optional = true, markers = "extra == \"socks\""} @@ -9002,10 +9665,11 @@ dev = ["pytest", "pytest-asyncio", "pytest-cov", "pytest-randomly", "pytest-time discord = ["discord.py"] embeddings = ["numpy", "sentence-transformers"] git = ["GitPython"] +research = ["requests", "trafilatura"] telegram = ["python-telegram-bot"] -voice = ["pyttsx3"] +voice = ["openai-whisper", "piper-tts", "pyttsx3", "sounddevice"] [metadata] lock-version = "2.1" python-versions = ">=3.11,<4" -content-hash = "50423b08ebb6bb00a2ce51b5cfc522a8f72d3b675ed720b1e8654d8f8f6e675d" +content-hash = "008bc91ad0301d57d26339ec74ba1a09fb717a36447282fd2885682270b7b8df" diff --git a/pyproject.toml b/pyproject.toml index b4c0b42a..cc69e855 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -68,7 +68,7 @@ voice = ["pyttsx3", "openai-whisper", "piper-tts", "sounddevice"] celery = ["celery"] embeddings = ["sentence-transformers", "numpy"] git = ["GitPython"] -research = ["requests", "trafilatura"] +research = ["requests", "trafilatura", "google-search-results"] dev = ["pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "pytest-randomly", "pytest-xdist", "selenium"] [tool.poetry.group.dev.dependencies] diff --git a/src/dashboard/app.py b/src/dashboard/app.py index 042b9965..25a78204 100644 --- a/src/dashboard/app.py +++ b/src/dashboard/app.py @@ -375,13 +375,21 @@ def _startup_init() -> None: def _startup_background_tasks() -> list[asyncio.Task]: """Spawn all recurring background tasks (non-blocking).""" - return [ + bg_tasks = [ asyncio.create_task(_briefing_scheduler()), asyncio.create_task(_thinking_scheduler()), asyncio.create_task(_loop_qa_scheduler()), asyncio.create_task(_presence_watcher()), asyncio.create_task(_start_chat_integrations_background()), ] + try: + from timmy.paperclip import start_paperclip_poller + bg_tasks.append(asyncio.create_task(start_paperclip_poller())) + logger.info("Paperclip poller started") + except ImportError: + logger.debug("Paperclip module not found, skipping poller") + + return bg_tasks def _try_prune(label: str, prune_fn, days: int) -> None: diff --git a/src/timmy/paperclip.py b/src/timmy/paperclip.py new file mode 100644 index 00000000..c42e2ee7 --- /dev/null +++ b/src/timmy/paperclip.py @@ -0,0 +1,175 @@ +"""Paperclip integration for Timmy. + +This module provides a client for the Paperclip API, and a poller for +running research tasks. +""" + +from __future__ import annotations + +import asyncio +import logging +from dataclasses import dataclass + +import httpx + +from config import settings +from timmy.research_triage import triage_research_report +from timmy.research_tools import google_web_search, get_llm_client + +logger = logging.getLogger(__name__) + + +@dataclass +class PaperclipTask: + """A task from the Paperclip API.""" + + id: str + kind: str + context: dict + + +class PaperclipClient: + """A client for the Paperclip API.""" + + def __init__(self) -> None: + self.base_url = settings.paperclip_url + self.api_key = settings.paperclip_api_key + self.agent_id = settings.paperclip_agent_id + self.company_id = settings.paperclip_company_id + self.timeout = settings.paperclip_timeout + + async def get_tasks(self) -> list[PaperclipTask]: + """Get a list of tasks from the Paperclip API.""" + async with httpx.AsyncClient(timeout=self.timeout) as client: + resp = await client.get( + f"{self.base_url}/api/tasks", + headers={"Authorization": f"Bearer {self.api_key}"}, + params={ + "agent_id": self.agent_id, + "company_id": self.company_id, + "status": "queued", + }, + ) + resp.raise_for_status() + tasks = resp.json() + return [ + PaperclipTask(id=t["id"], kind=t["kind"], context=t["context"]) + for t in tasks + ] + + async def update_task_status( + self, task_id: str, status: str, result: str | None = None + ) -> None: + """Update the status of a task.""" + async with httpx.AsyncClient(timeout=self.timeout) as client: + await client.patch( + f"{self.base_url}/api/tasks/{task_id}", + headers={"Authorization": f"Bearer {self.api_key}"}, + json={"status": status, "result": result}, + ) + + +class ResearchOrchestrator: + """Orchestrates research tasks.""" + + async def get_gitea_issue(self, issue_number: int) -> dict: + """Get a Gitea issue by its number.""" + owner, repo = settings.gitea_repo.split("/", 1) + api_url = f"{settings.gitea_url}/api/v1/repos/{owner}/{repo}/issues/{issue_number}" + async with httpx.AsyncClient(timeout=15) as client: + resp = await client.get( + api_url, + headers={"Authorization": f"token {settings.gitea_token}"}, + ) + resp.raise_for_status() + return resp.json() + + async def post_gitea_comment(self, issue_number: int, comment: str) -> None: + """Post a comment to a Gitea issue.""" + owner, repo = settings.gitea_repo.split("/", 1) + api_url = f"{settings.gitea_url}/api/v1/repos/{owner}/{repo}/issues/{issue_number}/comments" + async with httpx.AsyncClient(timeout=15) as client: + await client.post( + api_url, + headers={"Authorization": f"token {settings.gitea_token}"}, + json={"body": comment}, + ) + + async def run_research_pipeline(self, issue_title: str) -> str: + """Run the research pipeline.""" + search_results = await google_web_search(issue_title) + + llm_client = get_llm_client() + response = await llm_client.completion( + f"Summarize the following search results and generate a research report:\\n\\n{search_results}", + max_tokens=2048, + ) + return response.text + + async def run(self, context: dict) -> str: + """Run a research task.""" + issue_number = context.get("issue_number") + if not issue_number: + return "Missing issue_number in task context" + + issue = await self.get_gitea_issue(issue_number) + + report = await self.run_research_pipeline(issue["title"]) + + triage_results = await triage_research_report(report, source_issue=issue_number) + + comment = f"Research complete for issue #{issue_number}.\\n\\n" + if triage_results: + comment += "Created the following issues:\\n" + for result in triage_results: + if result["gitea_issue"]: + comment += f"- #{result['gitea_issue']['number']}: {result['action_item'].title}\\n" + else: + comment += "No new issues were created.\\n" + + await self.post_gitea_comment(issue_number, comment) + + return f"Research complete for issue #{issue_number}" + + +class PaperclipPoller: + """Polls the Paperclip API for new tasks.""" + + def __init__(self) -> None: + self.client = PaperclipClient() + self.orchestrator = ResearchOrchestrator() + self.poll_interval = settings.paperclip_poll_interval + + async def poll(self) -> None: + """Poll the Paperclip API for new tasks.""" + if self.poll_interval == 0: + return + + while True: + try: + tasks = await self.client.get_tasks() + for task in tasks: + if task.kind == "research": + await self.run_research_task(task) + except httpx.HTTPError as exc: + logger.warning("Error polling Paperclip: %s", exc) + + await asyncio.sleep(self.poll_interval) + + async def run_research_task(self, task: PaperclipTask) -> None: + """Run a research task.""" + await self.client.update_task_status(task.id, "running") + try: + result = await self.orchestrator.run(task.context) + await self.client.update_task_status(task.id, "completed", result) + except Exception as exc: + logger.error("Error running research task: %s", exc, exc_info=True) + await self.client.update_task_status(task.id, "failed", str(exc)) + + +async def start_paperclip_poller() -> None: + """Start the Paperclip poller.""" + if settings.paperclip_enabled: + poller = PaperclipPoller() + asyncio.create_task(poller.poll()) + diff --git a/src/timmy/research_tools.py b/src/timmy/research_tools.py new file mode 100644 index 00000000..bf3963fa --- /dev/null +++ b/src/timmy/research_tools.py @@ -0,0 +1,42 @@ +"""Tools for the research pipeline.""" + +from __future__ import annotations + +import logging +import os +from typing import Any + +from config import settings +from serpapi import GoogleSearch + +logger = logging.getLogger(__name__) + + +async def google_web_search(query: str) -> str: + """Perform a Google search and return the results.""" + if "SERPAPI_API_KEY" not in os.environ: + logger.warning("SERPAPI_API_KEY not set, skipping web search") + return "" + params = { + "q": query, + "api_key": os.environ["SERPAPI_API_KEY"], + } + search = GoogleSearch(params) + results = search.get_dict() + return str(results) + + +def get_llm_client() -> Any: + """Get an LLM client.""" + # This is a placeholder. In a real application, this would return + # a client for an LLM service like OpenAI, Anthropic, or a local + # model. + class MockLLMClient: + async def completion(self, prompt: str, max_tokens: int) -> Any: + class MockCompletion: + def __init__(self, text: str) -> None: + self.text = text + + return MockCompletion(f"This is a summary of the search results for '{prompt}'.") + + return MockLLMClient()