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crewAI-examples github demo 文生图 完成读取文章，配图，发tweet。 https://github.com/wassim249/xgrow/blob/master/main.py#L23 文生图 https://github.com/coderphonui/crewai
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posted @ 2024-09-16 23:27
lightsong
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autoGPT metagpt crewAI langgraph autogen camel 哪些框架适用于多模态场景？ 特点：CrewAI是一个专门用于创建多模态代理的技术，能够同时处理文本、图像和音频数据。它提供了构建多模态代理所需的工具和库，使得开发者能够更容易地集成不同模型以处理多种数据类型
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posted @ 2024-09-16 11:08
lightsong
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Zero-Shot，One-Shot，Few-Shot，In-Context Learning https://blog.csdn.net/weixin_44212848/article/details/139902394 In-Context Learning定义：In-context learn
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posted @ 2024-09-16 09:25
lightsong
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awesome-ai-agents https://datawhalechina.github.io/hugging-multi-agent/chapter2/AIAgent%E7%9F%A5%E8%AF%86%E4%BD%93%E7%B3%BB%E7%BB%93%E6%9E%84/#213-sy1
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posted @ 2024-09-15 22:04
lightsong
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Large Multimodal Agents: A Survey https://arxiv.org/pdf/2402.15116
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posted @ 2024-09-15 21:03
lightsong
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Comparing Multi-agent AI frameworks https://sajalsharma.com/posts/overview-multi-agent-fameworks/ A Comparative Overview To better understand the diff
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posted @ 2024-09-15 19:10
lightsong
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Retrying library for Python https://github.com/jd/tenacity Please refer to the tenacity documentation for a better experience. Tenacity is an Apache 2
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posted @ 2024-09-15 18:42
lightsong
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ReAct https://learnprompting.org/docs/advanced_applications/react What is ReAct? ReAct1 (Reason + Act) is a paradigm that enables language models to s
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posted @ 2024-09-15 17:32
lightsong
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Agentic Design Patterns https://www.deeplearning.ai/the-batch/how-agents-can-improve-llm-performance/?ref=dl-staging-website.ghost.io Reflection: The
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posted @ 2024-09-15 16:52
lightsong
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Efficient DevSecOps Workflows with a Little Help from AI https://www.infoq.com/articles/efficient-devsecops-workflows/ AI is enhancing DevSecOps workf
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posted @ 2024-09-15 15:54
lightsong
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GGUF大模型文件格式 https://www.datalearner.com/blog/1051705718835586 大语言模型的开发通常使用PyTorch等框架，其预训练结果通常也会保存为相应的二进制格式，如pt后缀的文件通常就是PyTorch框架保存的二进制预训练结果。 但是，大模型的存储
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posted @ 2024-09-14 16:16
lightsong
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ragflow https://github.com/infiniflow/ragflow RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understandi
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posted @ 2024-09-14 16:09
lightsong
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overview publisher name 支持图片 支持视频 github 测试网址 COMMENT OpenGVLab InternVL YES https://github.com/OpenGVLab/InternVL https://internvl.opengvlab.com/ Ope
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posted @ 2024-09-13 22:46
lightsong
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Base/chat/instruct https://blog.csdn.net/qq_43127132/article/details/140447880 大模型库中的base、chat、instruct和4bit通常指的是不同类型或配置的预训练语言模型。它们的区别主要在于训练目标、用途和模型参数
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posted @ 2024-09-10 22:52
lightsong
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支持能力 https://arxiv.org/pdf/2402.06196 能力增强方法 当我们谈论大模型时，应该关注哪些新能力？ https://www.thepaper.cn/newsDetail_forward_22829654 能力一：涌现能力（emergent abilities） 涌现能
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posted @ 2024-09-10 22:44
lightsong
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MiniCPM https://github.com/OpenBMB/MiniCPM 面壁智能推出的大模型，在如下方面支持能出众。 推理 长文本 RAG 都是常见的能力。 其中 指令遵从(IF=instruction follow) 和 工具调用(FC = function call)， 威力强大，
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posted @ 2024-09-09 23:14
lightsong
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Transformer (language) https://www.cnblogs.com/kongen/p/18088002 https://www.infoq.cn/article/qbloqm0rf*sv6v0jmulf https://arxiv.org/pdf/2402.06196 ht
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posted @ 2024-09-08 22:39
lightsong
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data-analysis-llm-agent https://github.com/fanqingsong/data-analysis-llm-agent Conversational AI with Function Calling for Data Analysis Overview The
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posted @ 2024-09-08 19:48
lightsong
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华为 huawei-eyewear-2 https://consumer.huawei.com/cn/audio/huawei-eyewear-2/ https://new.qq.com/rain/a/20240515A06AXH00 续航11小时， 连接华为手机和平板 语音助手、播放音乐、接挂电话
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posted @ 2024-09-02 21:05
lightsong
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多模态大模型（MLLMs）是一类结合了大型语言模型（LLMs）的自然语言处理能力与对其他模态（如视觉、音频等）数据的理解与生成能力的模型。 旨在通过整合文本、图像、声音等多种类型的输入和输出，提供更加丰富和自然的交互体验。 A Survey on Multimodal Large Language
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posted @ 2024-09-01 20:57
lightsong
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TensorFlow Lite https://tensorflow.google.cn/lite Deploy machine learning models on mobile and edge devices TensorFlow Lite is a mobile library for de
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posted @ 2024-08-29 23:17
lightsong
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operators https://github.com/Tencent/ncnn/blob/master/docs/developer-guide/operators.md AbsVal ArgMax BatchNorm Bias BinaryOp BNLL Cast CELU Clip Conc
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posted @ 2024-08-17 21:49
lightsong
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Object Detection: Non-Maximum Suppression (NMS) https://kikaben.com/object-detection-non-maximum-suppression/ Object detection models like YOLOv5 and
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posted @ 2024-08-17 21:44
lightsong
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Tutorial - deploy YOLOv5 with ncnn https://github.com/Tencent/ncnn/discussions/4541 ncnn model制作(yolov5s.pt -> ncnn.param and ncnn.bin) 使用ncnn库编译后生成的工
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posted @ 2024-08-17 19:43
lightsong
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YOLOv https://docs.ultralytics.com/ Introducing Ultralytics YOLOv8, the latest version of the acclaimed real-time object detection and image segmentat
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posted @ 2024-08-11 20:10
lightsong
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What is an SLA (service level agreement)? https://www.ibm.com/topics/service-level-agreement A service level agreement (SLA) is a contract between a s
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posted @ 2024-08-08 14:23
lightsong
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Investigating Locks in MySQL https://emmer.dev/blog/investigating-locks-in-mysql/ A crash course on locks MySQL (and most relational databases) have a
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posted @ 2024-08-08 14:07
lightsong
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data-pipelines-with-apache-airflow https://github.com/BasPH/data-pipelines-with-apache-airflow Code for Data Pipelines with Apache Airflow https://www
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posted @ 2024-08-06 23:46
lightsong
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airflow_course https://github.com/fanqingsong/airflow_course Sample code for Harry's Airflow online trainng course You can find the videos on youtube
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posted @ 2024-08-05 23:29
lightsong
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Airflow vs. Luigi vs. Argo vs. MLFlow vs. KubeFlow https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow Airflow is the m
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posted @ 2024-08-04 20:29
lightsong
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Machine Learning Operations https://ml-ops.org/ With Machine Learning Model Operationalization Management (MLOps), we want to provide an end-to-end ma
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posted @ 2024-08-04 19:37
lightsong
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The OpenAI API in Python https://www.datacamp.com/cheat-sheet/the-open-ai-api-in-python ChatGPT and large language models have taken the world by stor
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posted @ 2024-08-03 23:23
lightsong
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How to pass multimodal data directly to models https://python.langchain.com/v0.2/docs/how_to/multimodal_inputs/ Here we demonstrate how to pass multim
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posted @ 2024-08-03 23:18
lightsong
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An Introductory Guide to Fine-Tuning LLMs https://www.datacamp.com/tutorial/fine-tuning-large-language-models Fine-tuning Large Language Models (LLMs)
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posted @ 2024-08-03 10:55
lightsong
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TinyEval -- LLM 评测原理讲解代码 https://github.com/datawhalechina/tiny-universe/tree/main/content/TinyEval https://huzixia.github.io/2024/05/29/eval/ https:/
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posted @ 2024-08-01 23:48
lightsong
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语音交互的三驾马车：ASR、NLP、TTS https://www.woshipm.com/ai/2620327.html 01 语音交互的组成 我们以一个智能音箱的例子来开始今天的讨论： 假设我们对智能音箱天猫精灵说“放一首周杰伦的《晴天》”。天猫精灵就会说“好的，马上为你播放周杰伦的《晴天》”，
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posted @ 2024-07-29 18:32
lightsong
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Conda https://docs.conda.io/projects/conda/en/latest/index.html Conda Documentation Welcome to conda's documentation! Conda provides package, dependen
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posted @ 2024-07-29 00:54
lightsong
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embedding-models https://ollama.com/blog/embedding-models Embedding models April 8, 2024 Ollama supports embedding models, making it possible to build
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posted @ 2024-07-29 00:41
lightsong
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talk-to-your-data https://github.com/fanqingsong/talk-to-your-data talk-to-your-data project This project aid you to build a talk-to-your-data chatbot
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posted @ 2024-07-29 00:37
lightsong
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text2sql-workshop https://github.com/fanqingsong/text2sql-workshop Text2SQL Workshop Using OpenAI, Langchain and Postgresql to Talk to Your Data Overv
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posted @ 2024-07-27 22:40
lightsong
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