Blog Posts

CrewAI 和 Criteo API - 第 1 部分
- Rifx.Online
- Programming , Technology , Machine Learning
- 07 Dec, 2024
介绍 本文是一个系列的第一篇,展示如何使用CrewAI和Criteo API。我们将看到如何获取凭证,使用这些凭证获取访问令牌,并使用该令牌调用端点以获取账户、零售商和品牌,所有这些都来自CrewAI团队。CrewAI 是一个 “最先进的框架,用于协调角色扮演的自主AI代理。通过促进协作智能,CrewAI使代理能够无缝协作,处理复杂任务。”***C
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CrewAI 实例教程:使用人工智能代理自动创建 YouTube 频道(第 3/4 部分)
- Rifx.Online
- Programming , Technology/Web , Marketing/Seo
- 07 Dec, 2024
在上一篇文章中,我们探讨了我们打算构建的 AI 系统的前几个元素。本文将继续介绍剩余元素的 CrewAI 代码,以实现所需的 AI 系统。请查看本教程系列的[Git
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LLM 代理:CrewAI 简介
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 07 Dec, 2024
由 LLM 驱动的代理框架承诺将自主任务解决提升到前所未有的水平。与其说是僵化的编程,不如说 LLM 反映任务、利用工具,并检查彼此的输出以创造性地解决任务。 这篇博客文章探讨了使用 CrewAI 框架开发的 LLM 代理。文章首先以纯 Python 和 YAML 文件的基本定义开始。然后展示了现有的预定义工具以及如何使用它们,还包括如何实现自定义工具。作为一个运行示例,开发了一个代理
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利用 CrewAI Agents 实现漫画创作自动化:创意内容生成
介绍 曾几何时,创作一本漫画书是一个繁琐的过程,需要作家、插画师和无数小时的努力。今天,人工智能作为一种强大的工具,增强了创意专业人士的能力。想象一下,将一个短故事交给人工智能,观看它如何帮助将这个故事转变为一个生动、视觉上令人惊叹的漫画书——同时保留创作者独特的视角。这不再只是一个幻想;这是由尖端的生成式人工智能模型实现的现实。在本博客中,我们将探讨CrewAI LLM代理如何提升
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利用 CrewAI Flows 实现人工智能工作流程自动化
- Rifx.Online
- Programming , Machine Learning , Data Science
- 07 Dec, 2024
CrewAI CrewAI 是一个尖端的 Python 框架,用于协调角色扮演和自主 AI 代理。通过构建“团队”由专业代理,我们可以自动化任务、生成创意文本格式,并以全新的方式访问信息。本文将指导您如何使用 CrewAI 的 Flow 功能创建简单项目。 流程 CrewAI 流程是一个强大的功能,旨在简化 AI 工作流程的创建和管理。流程允许开发人员与多个任务和团队协
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如何使用 CrewAI 从任务和流程的角度思考问题
- Rifx.Online
- Programming , Technology , Autonomous Systems
- 07 Dec, 2024
自动化使用 CrewAI 中的代理、任务和工具需要了解的事项 技术研究: 我们在机器上有一些例行任务。我是新技术的热心学习者。这意味着 YouTube 是我收集技术主题视频的最爱去处,并以 2 倍速观看。 [(YT 链接收集的代码在这里)](https://github.com/insightbuilder/codeai_fusion/blob/main/crews_fl
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如何使用 LangChain 和 CrewAI 构建人工智能驱动的 SQL 数据分析代理
- Rifx.Online
- Programming , Data Science , Generative AI
- 07 Dec, 2024
在当今数据驱动的世界中,自动化数据提取、分析和报告的工作流程对于节省时间和提高效率至关重要。本教程将指导您使用 LangChain 和 CrewAI 构建一个 AI 驱动的 SQL 工作流程。通过集成强大的 Llama 3 模型、SQL 数据库工具和基于代理的自动化,您将学习如何创建一个无缝的管道,以处理数据库查询、分析结果和生成高管报告 — 所有这些都需要最少的手动干预。无论您是数据爱好者
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OpenAI o1 模型全面发布:用于科学、编码和写作的增强型多模态人工智能
- Rifx.Online
- Technology , Machine Learning , Computer Vision
- 07 Dec, 2024
发现 OpenAI 的新 o1 模型:更快、更智能、支持多模态。凭借先进的推理、编码精度和图像分析,o1 设定了新的 AI 标准。 OpenAI的o1模型现已全面发布:有什么新功能和改进? OpenAI正式发布了o1模型的完整版本,超越了其预览版本的能力。以下是o1作为一款尖端AI模型所带来的增强和功能的详细分析。 Full o1 版本的关键增强功能
阅读更多OpenAI 的 O1 和 O1 Pro 模型:以推理为重点的人工智能新时代
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 07 Dec, 2024
近年来,人工智能取得了显著进展,大型语言模型从简单的文本生成器演变为能够处理高级推理任务的强大系统。像GPT-4o这样的模型展示了令人印象深刻的语言流利性和一般知识,但直到现在,它们在更具挑战性的问题解决场景中仍然面临困难——例如高级数学、复杂的编程难题和复杂的科学探究。 OpenAI新推出的O1模型系列旨在改变这一格局,强调深度推理。与之前主要关注速度和广泛覆盖的模型不同,O1在产生
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OpenAI o1 和 ChatGPT Pro 已发布:智能人工智能工具的未来
- Rifx.Online
- Programming , Machine Learning , Chatbots
- 07 Dec, 2024
OpenAI 发布了 OpenAI o1 模型,并推出了一个高级订阅层级 ChatGPT Pro,旨在为高性能专业使用提供支持。这些进展有望重新定义我们在个人、专业和组织层面与 AI 的互动方式。 什么是 OpenAI o1? [OpenAI o1](https:/
阅读更多代码审查中的人工智能
- Rifx.Online
- Programming , Machine Learning , Data Science
- 06 Dec, 2024
我们都知道,少量的上下文可以完全改变我们对 AI 模型的回答。这不仅限于 AI,人类的运作方式也是如此。同样的原则适用于编码。如果没有上下文,代码审查可能会偏离目标。传统的方法往往关注表面问题,而更深层次、更复杂的问题却被忽视。 这就是 基于 AI 的代码审查 的作用。通过引入先进的人工智能,这些审查可以对问题有更深刻的理解,将例行检查转变为战略资产。基于 AI 的代码审查者可以彻
阅读更多从处方到语音:帮助服务老年人和视障人士的 Python 解决方案...
- Rifx.Online
- Programming , Health , Technology/Web
- 06 Dec, 2024
学习如何构建一个结合OCR、计算机视觉和谷歌文本转语音的Fast API后端解决方案,以读取处方标签 在正常情况下,阅读处方药物上的标签不应该是一个具有挑战性的任务。通常,最重要的指示——剂量,通常会以粗体字打印,如:“每天需要时服用1.5片,分3次服用”另一方面,考虑到视觉障碍和/或老年患者的异常情况。他无法在没有帮助的情况下阅读他的处方标签。 作为
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利用 LangGraph 和代理优化工作流程效率:关键功能、用例和集成...
在生成式 AI 和大型语言模型(LLMs)的背景下,agents 和 LangGraph 是增强 LLM 功能的工具和框架,使它们能够以更灵活和结构化的方式执行任务、做出决策或与复杂工作流程进行交互。以下是每个概念的详细说明及其应用示例。 什么是 LLM 中的代理? 代理是与 LLM 一起工作的自主程序或组件,能够根据提示和用户输入执行任务、做出决策或与环境互动
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人类学的 MCP 将让你大开眼界
- Rifx.Online
- Programming , Technology , Machine Learning
- 06 Dec, 2024
相信我,这不是点击诱饵,MCP将彻底改变AI交互的方式 AI技术正在快速发展。 你可能在等待最新的模型,如GPT-5、Gemini 2或Claude 4,但有一件重要的事情需要知道——今天AI的真正力量不仅仅在于拥有最新的模型。 而在于我们如何将这些AI模型与周围的世界连接起来。 在于给予它们正确的工具、数据和上下文,以帮助它们更好地理解。 这就是Anthropic的***模型上下
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ElevenLabs 对话式人工智能:在几分钟内构建智能、可扩展的语音代理
你好,创作者们! 🗣️ 我们与技术的互动方式正在改变,对话式 AI 正处于这场革命的最前沿。ElevenLabs 推出了一个尖端平台,使构建 AI 驱动的语音代理 比以往任何时候都更快、更简单。无论是用于客户支持、虚拟助手还是其他任何用例,ElevenLabs 让您可以专注于创造力,同时处理技术上的繁重工作。 让我
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- Gguf
- Unsloth
- Self verification
- Expansion
- Verification
- Self evolution
- Janus pro
- Vq
- Geneval
- Gpus
- Contamination
- Mla
- Rope
- Mixture of experts
- Math
- Vision language
- Tiling
- Sparsity
- Localization
- Thinking
- Multi turn
- Bastion
- Rdp
- Chatbox
- Sustainability
- Fashion
- Design
- Medical
- Chromium
- Webui
- Entrepreneurship
- Immigrants
- Deepseek v3
- Kubernetes
- Sampling
- Speech
- Twilio
- Colossus
- Self consistency
- Capex
- Modularity
- Version control
- Policies
- Strategy
- Resilience
- Langchain4j
- Javai
- Springai
- Tokenization
- Tailwind
- Codesandbox
- Frontend
- Fp8
- Multi token
- Color
- Harmony
- Deficiency
- Workspace
- Rank 1
- Neural networks
- History
- Clustering
- Extractthinker
- Documentai
- Idp
- Crawler
- Cloudflare
- Expertise
- Supervised
- Cross entropy
- Dropout
- Checkpoint
- Colab
- Llama 3
- Modal
- Axolotl
- Crossencoder
- Re ranking
- Transfer
- Soft labels
- Documents
- Langfuse
- Merging
- Feedback
- Drugbot
- Drugdb
- Voicebot
- Ontology
- Mapping
- Json ld
- Instaloader
- Texttospeech
- Imageprocessing
- Singularity
- 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