通用人工智能AGI资料汇总学习（主要包括LLM和AIGC）

03-05 20:46

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通用人工智能AGI资料汇总学习（主要包括LLM和AIGC）

Agent5个子项

LangChain2个子项

math_agent.ipynb

MetaGPT6个子项

01_blackjack_game.ipynb

02_first_Agent.ipynb

03_WeChat_subscrption_Agent.ipynb

04_ActionNode.ipynb

05_Document_Assistant.ipynb

Swarm3个子项

Orchestrating_agents.ipynb

Swarm_quick_start.ipynb

DataSet2个子项

Gradio8个子项

01_创建第一个gradio应用程序.ipynb

02_多输入输出.ipynb

03_上传图像并转换.ipynb

04_Interface类的其他参数介绍.ipynb

05_分享gradio应用程序到公网.ipynb

06_ChatInterface.ipynb

07_Gradio低阶API_Blocks.ipynb

Image

LangChain10个子项

00 Basic8个子项

01_安装LangChain三种方式.ipynb

02_使用OpenAI_API_Keys的三种方式.ipynb

03_LLM&ChatLLM基本操作.ipynb

04_ChatBot基本操作.ipynb

05_PromptTemplate.ipynb

06_OutputParser.ipynb

01 Model11个子项

02 LLM模型包装器.ipynb

03_Chat模型包装器.ipynb

04_PromptTemplate包装器.ipynb

05_ChatPromptTemplate包装器.ipynb

06_FewShotPromptTemplate.ipynb

07_FewShotPromptTemplate之example_selector.ipynb

08_OutputParser.ipynb

09_PydanticOutputParser.ipynb

10_StructureOutputParser.ipynb

02 Data Connection3个子项

01 LEDVR的示例代码.ipynb

02 Data_Loader.ipynb

05 Agent4个子项

Agent 02| create Agent from scratch.ipynb

Agent-01| custom_tools.ipynb

06 RAG2个子项

retrieval10个子项

01_vector_retriever.ipynb

02_ParentDocumentRetriever.ipynb

03_ParentDocumentRetriever(faiss).ipynb

04_MultiVectorRetriever.ipynb

05_SelfQueryRetriever.ipynb

06_TimeWeightedVectorStoreRetriever.ipynb

07_MultiQueryRetriever.ipynb

08_ContextualCompressionRetriever.ipynb

09_EnsembleRetriever.ipynb

LangServe3个子项

01_LangServe基本操作.ipynb

LangSmith3个子项

01_LangSmith_quick_start.ipynb

02_LangSmith简单实践.ipynb

Langfuse2个子项

01_LangFuse.ipynb

LlamaIndex4个子项

02 Product_Reviews_SQL+RAG.ipynb

Model List9个子项

LLM15个子项

ChatGLM1个子项

Complete Guide to LLM Fine Tuning for Beginners.ipynb

Gemini2个子项

LLM之Generate中参数解读.ipynb

LLM之Generate中常见解码策略解读.ipynb

LLaMA2个子项

fine tuning LLaMA2.ipynb

Mistral3个子项

Keyword_Extraction_with_Mistral_7B.ipynb

Qwen5个子项

01_Qwen_14B_Chat_Int4.ipynb

02 LangChain调用通义千问API.ipynb

03_Huggingface调用Qwen1_5_14B_Chat.ipynb

文心一言2个子项

01_文心一言API.ipynb

星火2个子项

星火API.ipynb

智谱2个子项

智谱Plus系列API调用.ipynb

百川5个子项

baichuan API.ipynb

baichuan-13B.ipynb

使用_HC3_数据集来让_baichuan_7B_有对话能力.ipynb

零一万物2个子项

零一万物Yi1_5.ipynb

LLM评估2个子项

LLM_Evaluation.ipynb

MLLM2个子项

01_使用LLaVA模型实现以文搜图和以图搜图.ipynb

OpenAI4个子项

advanced3个子项

01_Prompt.ipynb

Fine_Tune4个子项

01_Fine_Tune.ipynb

application5个子项

01_构建新闻稿生成器.ipynb

02_YouTube视频摘要（一）.ipynb

03_YouTube视频摘要（二）.ipynb

04_语音控制.ipynb

basic7个子项

01_helloworld.ipynb

02_chat_completions.ipynb

03_function_call.ipynb

04_output_JSON.ipynb

05_Completion.ipynb

06_moderations.ipynb

Universal-LLMs.md

model-params.md

NL2SQL2个子项

Open Tool5个子项

Deployment21个子项

BentoML6个子项

vLLM1个子项

CLIP-API-service2个子项

CTranslate22个子项

DeepSpeed-MII2个子项

FastChat2个子项

baichuan-7B.ipynb

FastLLM2个子项

GPT4All1个子项

Huggingface2个子项

JittorLLM2个子项

LMDeploy2个子项

LightLLM2个子项

MLC LLM2个子项

OneDiffusion2个子项

OpenLLM2个子项

Ray Serve2个子项

TGI1个子项

TensorRT-LLM1个子项

Xinference2个子项

01_Xinference.ipynb

Evaluation2个子项

Fine-Tune3个子项

LLaMA_Factory1个子项

Finetune_Llama3_with_LLaMA_Factory.ipynb

Prompt2个子项

RAG14个子项

5_Levels_Of_Text_Splitting.ipynb

AutoRAG4个子项

AutoRAG_Tutorial_2_Evaluation_Dataset_Creation.ipynb

AutoRAG_Tutorial_3_Use_Custom_LLM_&_Embedding_Model.ipynb

AutoRAG_evaluator_Tutorial_Step_1_(deploy).ipynb

Chunk2个子项

Late_Chunking_in_Long_Context_Embedding_Models.ipynb

Embedding2个子项

bge2个子项

01_bge_large_zh_v1_5.ipynb

LIamaIndex_RAG3个子项

01_LlamaIndex从小到大的检索.ipynb

02_使用LLamaIndex和Gemini构建高级搜索引擎.ipynb

LangChain_RAG16个子项

01_使用Mistral_7b,_LangChain,_ChromaDB搭建自己的WEB聊天界面.ipynb

02_使用LangChain和LangGraph大幅提升RAG效果.ipynb

03_使用LangChain的三个函数来优化RAG.ipynb

04_RAG评估：深度理解RAGAS评估方法与LangChain结合的原理与应用.ipynb

05_RAG语义分块.ipynb

06_使用langgraph本地部署LLaMA3_RAG.ipynb

07_BM25关键词和语义混合检索.ipynb

08_Table+Text的RAG.ipynb

09_Multi_PDF_RAG.ipynb

Step Back4个子项

08_step_back_prompting.ipynb

data

outputs

query增强2个子项

01_Step_Back_Prompting.ipynb

query改写2个子项

01_Multi_Query.ipynb

sophisticated_rag_agent_harry_potter.ipynb

上下文压缩2个子项

01_Contextual_Compression.ipynb

重排序3个子项

01_Cross_Encoding_Re_Ranking.ipynb

02_Long_Context_Reorder.ipynb

PreProcess2个子项

使用gpt-4o抽取PDF中图片3个子项

outlier-or-laggard-divergence-and-convergence-in-the-uks-recent-inflation-performance.pdf

RAG可视化3个子项

gradio1个子项

01_使用gradio构建RAG可视化界面.ipynb

streamlit2个子项

012个子项

01 Naive RAG.ipynb

RAG开源数据集3个子项

RAG评估3个子项

ragas(gpt_4o).ipynb

VectorDB2个子项

Milvus4个子项

00_quick_start.ipynb

Collections1个子项

01 Create Collection.ipynb

Databases1个子项

01 Databases.ipynb

向量数据库选择.md

TaskingAI1个子项

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