Blog Posts

人工智能真的能思考吗?DeepSeek R1的惊人揭秘!
- Rifx.Online
- Artificial Intelligence , Ethics , Machine Learning
- 20 Jan, 2025
想象一下,一台电脑不仅仅是进行数字运算和遵循指令,而是实际上像你一样逐步“思考”事情。这就是“推理模型”的令人兴奋的承诺——一种正在改变游戏规则的新型人工智能。而引领这一潮流的是DeepSeek的R1,这是一款来自中国研究公司的强大AI,它不仅挑战了OpenAI等大牌,还让我们得以窥探其内部运作的机制。 不仅仅是计算器:推理人工智能是如何工作的 多年来,人工智能以其翻译语言、识
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DeepSeek-R1-Lite 预览版的推理能力如何?
DeepSeek-R1-Lite-Preview (R1LP) 是中国公司 DeepSeek 最近发布的一款 LRM(大型推理模型)。根据该模型的 发布说明,R1LP 在多个数学和推
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AI自动化时代来临!如何将SEO工作流提升至前所未有的效率?
- Rifx.Online
- Marketing/Seo , Programming , Technology/Web
- 20 Jan, 2025
利用AI自动化10个创收的SEO工作流程 搜索引擎优化(SEO)已经从一种营销策略演变为一种基本的商业必要性。 然而,作为一个在网页开发和数据科学领域工作多年的从业者,我亲眼目睹了传统SEO的复杂与繁琐。 在手动任务上花费的无数小时让我开始思考:我们真的可以利用AI来彻底改变这个过程吗? SEO工作负载的现实 每个数字营销人员都知道这个流程。你开始一天的工作时进行关键
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如何用Cursor颠覆你的iOS开发之旅
- Rifx.Online
- Programming , Technology , AI Assisted Development
- 20 Jan, 2025
最近,关于 AI 的讨论和热议很多,关于它是否能改善你的开发工作流程。我想谈谈 AI 及其在 Cursor 中的实现是如何显著提高我的速度和效率的。 简而言之,Cursor 是 VSCode 的一个分支,内置了许多代码编辑的 AI 辅助功能。如果你在 VSCode 中使用过 Copilot,你可能知道我在说什么。嗯,想象一下 Copilot
阅读更多免费商用TTS模型:Kokoro TTS,让你的应用声动全球!
在文本转语音(TTS)技术的突破性发展中,Kokoro TTS模型已成为首个免费且可商业使用的TTS解决方案。Kokoro TTS建立在广受欢迎的开源StyleTTS框架之上,提供了无与伦比的灵活性和功能,适用于多种使用场景。让我们来探讨一下这个模型的独特之处、它的特点以及如何充分利用它。 什么是 TTS? TTS,即文本转语音,是一种将书面文本转换为口语的技术。它广泛应用于以
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惊艳来袭!Mini MiniCPM-o 2.6:超越GPT-4o的8B参数多模态LLM!
在一项突破性的进展中,Mini CPM-o 在多模态大型语言模型 (LLM) 的世界中引起了轰动。凭借其 8 亿参数架构,它不仅在多个基准测试中超越了 GPT-4o,还在视觉、音频和其他多模态功能上与其相媲美。让我们深入探讨这一激动人心的发布、它的能力、安装过程和使用案例。 MiniCPM-o 2.6: 是什么? MiniCPM-o 2.6: 是一种先进的多模态 L
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使用 Autogen 0.4 构建我自己的概念验证代理
- Rifx.Online
- Programming , Machine Learning , Autonomous Systems
- 19 Jan, 2025
Autogen 0.4 — 使用代理创建和执行 Python 代码 我的目标是看看我是否可以让代理团队完成我的一些工作,并且我可以将工作委托给代理。目前这只是一个实验。需要更多的工作来创建一个可在生产规模使用的稳定版本。 概述创建一个由代理执行各种任务的协调 首先创建一个可以由代理执行的 Python 脚本 然后执行脚本并存储输出 基于之前的输出创建预测
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使用 CrewAI 自动分析 CSV
- Rifx.Online
- Programming , Data Science , Generative AI
- 19 Jan, 2025
在本博客中,我们将探讨如何使用CrewAI自动化分析CSV数据集的过程。我们将构建一个工作流程,其中包括用于数据集上下文推断、数据清理、可视化和报告的代理,并最终形成一个精美的Markdown报告。 1. 初始化环境 我们首先导入必要的库,并为工作流程初始化工具和环境。 import os import pandas as pd import char
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构建更智能的 API:CrewAI 与 FastAPI 集成指南
- Rifx.Online
- Programming , Technology , Machine Learning
- 19 Jan, 2025
目录 · 1. 引言 ∘ 客户支持代理 ∘ 个人财务顾问 ∘ 医疗助手 ∘ 学习伴侣 ∘ 项目管理助手 ∘ 创意合作伙伴 ∘ 智能家居管理器 ∘ 网络安全助手· 2. 搭建基础· 3. 理解 CrewAI ∘ 1. AI 代理 ∘ 2. 工具 ∘ 3. 过程 ∘ 4. 任务· 4. 使用 CrewAI 设置 Fast API· 结论· 了解更多 1. 引言 在2025
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代理混合搜索如何创建更智能的 RAG 应用程序
By Ryan Michael 如果您正在构建一个 [retrieval-augmented generation (RAG)](https://www.datastax.com/guides/what-is-retrieval-augmented-generation?utm
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与我们不同:驾驭人工智能代理浪潮--焦虑与机遇
- Rifx.Online
- Technology , Ethics , Education
- 19 Jan, 2025
你到底有多少机会?我的意思是,选择实在太多了 2024年,ChatGPT如火如荼地登场,使“GenAI”成为家喻户晓的术语。到年底,“Agentic AI”无处不在——名字、地址、企业——一个流行词,象征着下一个大事件。但在这种炒作之下,一种更为隐秘的焦虑开始酝酿。 嘘:我看到死去的职业道路 认识一下莎拉,她是Notyourcompany Corp(随便
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我如何为制药业打造更智能的人工智能工具:从生成式人工智能到代理式人工智能
- Rifx.Online
- Generative AI , Autonomous Systems , Health
- 19 Jan, 2025
当我首次开始为制药行业开发AI工具时,我的想法很简单:解决现实中的日常挑战。我花了多年时间观察合规团队在文书工作中挣扎,医学写作人员努力向患者传达复杂信息,以及无数人在医疗旅程中迷失。生成式AI似乎是答案——在许多方面,它确实是。但随着我们看到这些工具的部署,我开始意识到它们的局限性。它们确实强大,但却是被动的——总是等待下一个命令,下一个提示。这个认识促使我探索自主AI
阅读更多利用人工智能代理团队进行负责任的软件开发
- Rifx.Online
- Programming , Machine Learning , Ethics
- 19 Jan, 2025
软件开发长期以来依赖于手动操作和孤立的工具链来构建产品。我们逐渐引入自动化来处理持续集成 (CI) 流程中的重复任务,并使用像 ReSharper 和 CodeRush 这样的代码生成工具来加速编码中的重复任务。然而,随着 AI 的发展,我们可以获得工具来帮助从提示中创建小型 POC,现在我们可以想象一个未来,在这个未来中,“自主 AI” 系统将在我们的软件开发生命周期 (SDLC) 中
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人工智能代理、代理人工智能和自主人工智能:它们一样吗?
- Rifx.Online
- Autonomous Systems , Ethics , Machine Learning
- 19 Jan, 2025
几周前,我在Medium上发布了一篇题为“AI代理与代理性AI:有什么区别,为什么重要?”的文章,没想到引起了比我预期更大的反响。 这篇文章获得了超过17,000次的
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- Emotion
- Perspective
- Ppo
- State
- Decompose
- Subtasks
- Flash
- Multi modality
- Window
- Gemma
- Squad
- Multi query
- Ner
- Tagging
- Treebank
- Error handling
- Logging
- Synthetic
- Vision
- Titan
- Llmops
- Sagemaker
- Gamification
- Syntheticdata
- Dataaugmentation
- Edgecases
- Datapipelines
- Gpt4omini
- Entities
- Market
- Processes
- Social
- Templates
- Disengagement
- Human
- Engaging
- Clarity
- Lens
- Gems
- Googlesuite
- Evolution
- Lmarena
- Titans
- Video
- Analyzer
- Captions
- Detection
- Goover
- User friendliness
- Fact checked
- Misinformation
- Gpt 45
- Personqa
- Simpleqa
- Mlmodels
- Cuda
- Parallelism
- Threads
- Extension
- Rtc
- Compute
- Retraining
- Deepsearch
- Petaflops
- Grok 3
- Deep search
- Grok
- Stateful
- Knowledgegraph
- Democratization
- Rlms
- Deduction
- Verl
- Tensorrt
- Pagedattention
- Vllm
- Fastertransformer
- Evasion
- Delimiters
- Neurodivergence
- Introspection
- Cross checking
- Hallucinations
- Geometric
- Narration
- Supabase
- Lovable
- Codeguide
- Makecom
- Text to speech
- Swot
- Htmx
- Cloudrun
- Graph rag
- Networkx
- Pharmaceutical
- Figma
- Figjam
- Buzzy
- Wireframing
- Brightdata
- Iteration
- Pareto
- Sandboxing
- Decompilation
- Plist
- Obfuscation
- Proxy
- Backend
- Prompt engineering
- Content creation
- Notebook
- Large
- Demonstration
- Structure
- Cpu
- Ram
- Cooling
- Vram
- Pruning
- Minitron
- Compression
- Webrtc
- Gpt4o
- Bedtime
- Editing
- Preview
- Recipes
- Bluesky
- Typescript
- Bot
- Proactive
- Event
- Streaming
- Coroutine
- Semantic
- Multi actor
- Duckdb
- Puppeteer
- Pretraining
- Sqlite
- Dash
- Plotly
- Vizro
- Yfinance
- Text extraction
- Experimentation
- Oci
- Ingestion
- Screenwriters
- Critics
- Generalization
- Phi 3
- Monetization
- Coherence
- Sarcasm
- Narrative
- Characters
- Themes
- Non determinism
- Mitigation
- Flows
- Violence
- Retrievers
- Bases
- Costefficiency
- Workshop
- Assistants
- Functions
- Wamm
- Qrcode
- Redis
- Ttl
- Startups
- R1
- Lmstudio
- Beautifulsoup
- Captchas
- Newsletters
- Socialmedia
- Aggregators
- Schedules
- Callbacks
- Wireframes
- Stackblitz
- Nativescript
- Blogging
- Interactive
- Subscription
- Autocompletion
- Swift
- Configuration
- Lechat
- Codestral
- Mamba
- Grammars
- Evaluations
- Querygpt
- Wren
- Pandas
- Thesaurus
- Neuronwriter
- Codeagent
- Lm
- Human centered
- Quantum
- Climate
- Elections
- Keywords
- Competitors
- Langsmith
- Textgeneration
- Languageunderstanding
- Variants
- Stakeholders
- Transactions
- Nfts
- Pico
- Salesforce
- Strategies
- Personal development
- Coaching
- Biography
- Influence
- Humor
- Phi 4
- Streamer
- Pathology
- Genomics
- Radiomics
- Summarizer
- Dynamic
- Reporting
- Erd
- Metacognition
- Cognition
- Anthropic
- Telemetry
- Opentelemetry
- Phoenix
- Tracing
- Assembler
- Magnetic one
- Orchestrator
- Web surfer
- Coder
- Swark
- Mermaidjs
- Codebase
- Diagrams
- Goal orientation
- Llava
- Retriever
- Legacy
- Kv cache
- Context window
- Trpo
- Spg
- Solver
- Builder
- Weights
- Activations
- Calibration
- Quanto
- Styletts
- Istftnet
- Kokoro
- Onnx
- Runnable
- Message
- Output
- Reinforcementlearning
- Retrievalchain
- Semanticchunking
- Loaders
- Waiter
- Bistro
- Menu
- Order
- User interface
- Playground
- Node
- Edge
- Dependencies
- Vulnerability
- Graphdesign
- Conditionaledges
- Ternary
- Lazygraphrag
- River
- Scenes
- Batch
- Dualpipe
- Log
- Agentic ai
- Ai processor
- Reverse engineering
- Scripts
- Vectors
- Dual level
- Meta
- Huggingchat
- Wikipedia
- Conversableagent
- Assistantagent
- Userproxy
- Gpt 3
- Toolformer
- Rouge
- Similarity
- Fuzzywuzzy
- Flan t5
- Dpo
- Vectordb
- Fsm
- Long context
- Magentic one
- Mtrag
- Masrouter
- Allocation
- Mastodon
- Hashtag
- Flux
- Crews
- Toolkit
- Poemflow
- Sequential
- Hierarchical
- Consensual
- Replay
- Short term
- Long term
- Entity
- Architectures
- Computing
- Languages
- Meta agents
- Gqa
- Metaprompting
- Parallels
- Recraft
- Incremental
- Drift
- Markitdown
- Minimax
- Lightningattention
- Mixtureofexperts
- Dreamtracks
- Mlops
- Agentops
- Mojo
- Mlir
- Simd
- Roles
- Postgres
- Financialdatasets
- Briefing
- Pymupdf
- Empathy
- Clip
- Sneaker
- Logs
- Incidents
- Robotaxis
- Evaluator
- Sora
- Journey
- Logits
- Thresholds
- Fluency
- Composer
- Prd
- Professionals
- Career
- Rtx
- Digits
- Disruption
- Bitcoin
- Data analysis
- Predictions
- O1 preview
- Throughput
- O3
- Biases
- 01 preview
- Iterative
- Reservations
- Shopping
- Orion
- Eq
- Gpt 5
- Phd
- O3 mini
- Emotions
- Prospecting
- Livebench
- Stem
- Generator
- Storyboard
- Blend
- Whispering
- Options
- Function calling
- Structured outputs
- Gpqa
- Aci
- Publishers
- Citations
- Outputs
- Middleware
- Profiling
- Gpt 2
- Alphago
- Guidelines
- Arc agi
- Realism
- Remix
- Subscribers
- Validator
- Small
- Businesses
- Federated
- Compact
- Bigtech
- Tiktok
- Generativeai
- Promptdata
- Vertexai
- Chains
- Nesting
- Costs
- Format
- Critique
- Sources
- Delimiter
- Disclosure
- Location
- Geocoding
- Logfire
- Retry
- Specialized
- Tesseract
- Practical
- Applications
- Vl
- Alibaba
- 32b
- Instruct
- Qvq 72b
- Repair
- Qwen25 coder
- Cosmos
- Opencoder
- Sentencetransformers
- Openvino
- Qwen2 vl
- Ragate
- Rbyf
- Ble
- Troubleshooting
- Magpie
- Confidence
- Facts
- Sec10k
- Heuristics
- Hierarchy
- Deep learning
- Data science
- Statistics
- Prediction
- Role playing
- Drag and drop
- Ngrok
- Endpoint
- Raspberrypi
- Arm64
- Bindings
- Submodels
- Interface
- Documentloader
- Extractor
- Contracts
- Aggregation
- Decision
- Sky t1 32b
- O1 pro
- Webscraper
- Smollm2
- Mobilellm
- Reproducibility
- Encoders
- Vocoders
- Predictedoutputs
- Spidertool
- Data extraction
- Cloud based
- E commerce
- Automotive
- Selectionfunction
- Portfoliomanagement
- Homebrew
- Reference
- Local
- Pinn
- Neural
- Preprocessing