The 'is_active' column in the 'users' table may already reflect this or a similar definition, but further analysis would be required to set specific thresholds for 'session_duration' and 'revenue'. These thresholds could be determined by calculating averages or percentiles based on the data ...
(51)InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks评估agent的数据分析能力的benchmark(52)Evaluating Very Long-Term Conversational Memory of LLM AgentsLLM长上下文能力评估的benchmark——LOCOMO(非常长,每个对话包含300轮,平均9K个词,35个会话)(53)LONG-FORM FACTUALITY IN LARGE LANGUAGE MODELS...
数据洞察:InsightPilot paper:Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System 相关 paper:QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data 相关 paper:MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis 相关 ...
例如在研究和分析(Research & Analysis) 类排名第二的“Scholar GPT”能够利用Google Scholar、PubMed、JSTOR、Arxiv等学术库的2亿+资源和内置的批判性阅读技能,助力你提高研究水平,可谓是撰写论文的神器;在效率(Productivity)类排名第一Canva能够轻松帮助你设计演示文稿、徽标、图文混排等多种内容,并且支持你直接在其...
The expanded context window means Llama 4 can maintain context over longer documents or extended conversations. It can remember more details and process complex information in a single pass. This makes it perfect for tasks like: Long-form document analysis (e.g., academic papers, legal documents...
Store the information in Excel. API agent calls the Excel API. Extract user sentiment from social media content. Execute social media API calls using data mining with data agent. Perform sentiment analysis using RAG data agent. Use preselected metrics to generate indicators using API agent (Sheets...
QuickInisght 是最早也是功能最基础的数据分析工具,它能快速发现多维数据中的 pattern。它的洞察数据单元由三个要素组成subject ≔ {𝑠𝑢𝑏𝑠𝑝𝑎𝑐𝑒(𝑠)数据空间, 𝑏𝑟𝑒𝑎𝑘𝑑𝑜𝑤𝑛 拆分维度, 𝑚𝑒𝑎𝑠𝑢𝑟𝑒(𝑠)观察指标}, 以下是{Los Angeles,Month,Sales}...
0.1.29:提升了 DataAnalysis 代理的功能表现 00.1.28:修复若干已知 bug 0.1.27:修复若干已知 bug 0.1.26:支持 QianWen SaaS 平台 / 实现实时聊天功能在 QianWenSaas 中的应用 / 解决部分 SaaS 模型存在的问题 0.1.24:支持从模型实例直接提取元数据并自动配置模板 ...
CCNet的整个流程(加上LLaMA论文做出的一些小修改)如下所示,包括以下几个阶段:从数据源(data source)获取数据、去重(deduplication)、语言识别(language)、使用模型筛选(filtering)以及LLaMA中添加的“是否是参考来源”筛选(“is-reference” filtering)。接下来我将逐个介绍这些阶段。
yf_tech_analysisyf_fundamental_tool = yf_fundamental_analysis# Agents Definitionsresearcher = Agent(role='Senior Stock Market Researcher',goal='Gather and analyze comprehensive data about {stock_symbol}',verbose=True,memory=True,backstory="With a Ph.D. in Financial Economics and 15 years of exper...