From 9b2eaa7e194fead3c6471083fac4835b0d9fbf00 Mon Sep 17 00:00:00 2001 From: Peter Jung Date: Tue, 10 Sep 2024 08:48:27 +0200 Subject: [PATCH] Improve summary (#10) --- labs_api/config.py | 19 +- labs_api/insights.py | 70 +++++- labs_api/main.py | 5 +- labs_api/models.py | 3 +- poetry.lock | 539 ++++++++++++++++++++++++++----------------- pyproject.toml | 5 +- 6 files changed, 413 insertions(+), 228 deletions(-) diff --git a/labs_api/config.py b/labs_api/config.py index 5f1d307..d45aa80 100644 --- a/labs_api/config.py +++ b/labs_api/config.py @@ -1,23 +1,8 @@ -import typing as t +from prediction_market_agent_tooling.config import APIKeys -from prediction_market_agent_tooling.tools.utils import check_not_none -from pydantic import SecretStr -from pydantic_settings import BaseSettings, SettingsConfigDict - - -class Config(BaseSettings): - model_config = SettingsConfigDict( - env_file=".env", env_file_encoding="utf-8", extra="ignore" - ) +class Config(APIKeys): HOST: str = "0.0.0.0" PORT: int = 8080 WORKERS: int = 1 RELOAD: bool = True - SQLALCHEMY_DB_URL: t.Optional[SecretStr] = None - - @property - def sqlalchemy_db_url(self) -> SecretStr: - return check_not_none( - self.SQLALCHEMY_DB_URL, "SQLALCHEMY_DB_URL missing in the environment." - ) diff --git a/labs_api/insights.py b/labs_api/insights.py index 88ac6f6..cd3226f 100644 --- a/labs_api/insights.py +++ b/labs_api/insights.py @@ -1,19 +1,36 @@ import fastapi +from langchain.prompts import ChatPromptTemplate +from langchain_openai import ChatOpenAI +from loguru import logger +from prediction_market_agent_tooling.config import APIKeys from prediction_market_agent_tooling.loggers import logger from prediction_market_agent_tooling.markets.omen.omen_subgraph_handler import ( HexAddress, + OmenMarket, OmenSubgraphHandler, ) +from prediction_market_agent_tooling.tools.langfuse_ import ( + get_langfuse_langchain_config, + observe, +) +from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import ( + TavilyResponse, + TavilyStorage, +) from prediction_market_agent_tooling.tools.tavily_storage.tavily_storage import ( TavilyStorage, tavily_search, ) -from prediction_market_agent_tooling.tools.utils import utcnow +from prediction_market_agent_tooling.tools.utils import ( + LLM_SUPER_LOW_TEMPERATURE, + utcnow, +) from labs_api.insights_cache import MarketInsightsResponseCache from labs_api.models import MarketInsightsResponse +# Don't observe the cached version, as it will always return the same thing that's already been observed. def market_insights_cached( market_id: HexAddress, cache: MarketInsightsResponseCache ) -> MarketInsightsResponse: @@ -28,6 +45,7 @@ def market_insights_cached( return new +@observe() def market_insights(market_id: HexAddress) -> MarketInsightsResponse: """Returns market insights for a given market on Omen.""" try: @@ -47,8 +65,58 @@ def market_insights(market_id: HexAddress) -> MarketInsightsResponse: except Exception as e: logger.error(f"Failed to get tavily_response for market `{market_id}`: {e}") tavily_response = None + try: + summary = ( + tavily_response_to_summary(market, tavily_response) + if tavily_response is not None + else None + ) + except Exception as e: + logger.warning( + f"Failed to generate short description for market `{market_id}`: {e}" + ) + summary = None return MarketInsightsResponse.from_tavily_response( market_id=market_id, created_at=utcnow(), + summary=summary, tavily_response=tavily_response, ) + + +@observe() +def tavily_response_to_summary( + market: OmenMarket, tavily_response: TavilyResponse +) -> str: + contents = [result.content for result in tavily_response.results] + + llm = ChatOpenAI( + model="gpt-4o-2024-08-06", + temperature=LLM_SUPER_LOW_TEMPERATURE, + api_key=APIKeys().openai_api_key_secretstr_v1, + ) + + prompt = ChatPromptTemplate.from_template( + template="""Based on the information provided, write a very brief, tweet-like summary about the current situation relevevant for the prediction market question. + +In the summary: +- you should include the most important information that you think is relevant for the prediction market question +- never answer the question, only provide the context for the reader +- don't include any hashtags or links +- always end up telling the user to do their own research to make their own decision, but in a more polite manner guiding them to do so before placing any bets in the prediction market + +Prediction Market question: {question} + +Information: {information} +""" + ) + messages = prompt.format_messages( + question=market.question_title, information=contents + ) + completion = str( + llm.invoke( + messages, max_tokens=1024, config=get_langfuse_langchain_config() + ).content + ) + + return completion diff --git a/labs_api/main.py b/labs_api/main.py index 069eb2f..5d01124 100644 --- a/labs_api/main.py +++ b/labs_api/main.py @@ -3,8 +3,8 @@ import fastapi import uvicorn -from config import Config from fastapi.middleware.cors import CORSMiddleware +from prediction_market_agent_tooling.deploy.agent import initialize_langfuse from prediction_market_agent_tooling.gtypes import HexAddress from prediction_market_agent_tooling.loggers import logger @@ -30,6 +30,9 @@ async def lifespan(app: fastapi.FastAPI) -> t.AsyncIterator[None]: # At end of the service. market_insights_cache.engine.dispose() + config = Config() + initialize_langfuse(config.default_enable_langfuse) + app = fastapi.FastAPI(lifespan=lifespan) app.add_middleware( CORSMiddleware, diff --git a/labs_api/models.py b/labs_api/models.py index 2215f45..b43c773 100644 --- a/labs_api/models.py +++ b/labs_api/models.py @@ -32,12 +32,13 @@ def has_insights(self) -> bool: def from_tavily_response( market_id: HexAddress, created_at: datetime, + summary: str | None, tavily_response: t.Union[TavilyResponse, None], ) -> "MarketInsightsResponse": return MarketInsightsResponse( market_id=market_id, created_at=created_at, - summary=tavily_response.answer if tavily_response else None, + summary=summary, results=( [ MarketInsightResult.from_tavily_result(result) diff --git a/poetry.lock b/poetry.lock index 024c645..6b437e3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -894,6 +894,17 @@ files = [ [package.dependencies] packaging = "*" +[[package]] +name = "distro" +version = "1.9.0" +description = "Distro - an OS platform information API" +optional = false +python-versions = ">=3.6" +files = [ + {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"}, + {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"}, +] + [[package]] name = "dnspython" version = "2.6.1" @@ -1865,6 +1876,76 @@ MarkupSafe = ">=2.0" [package.extras] i18n = ["Babel (>=2.7)"] +[[package]] +name = "jiter" +version = "0.5.0" +description = "Fast iterable JSON parser." +optional = false +python-versions = ">=3.8" +files = [ + {file = 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