Python 3 Java 2 Go 1

1 Data Processing for LLM 263 4 LLM for Data Management 211 5 LLM as Data Analyst 201 2 Data Storage for LLM 73 3 Data Serving for LLM 48 0 Data Characteristics across LLM Stages 19 Datasets 18 🌟 LLM/Agent-as-Data-Analyst 2 🌤 The IaaS Concept of DATA4LLM 2

5.3 LLM for Unstructured Data Analysis 106 4.2 LLM for Data Analysis 101 5.1 LLM for Structured Data Analysis 72 1.6 Data Distillation and Synthesis 69 4.1 LLM for Data Manipulation 63 1.1 Data Acquisition 55 1.5 Data Mixing 50 1.3 Data Filtering 41 4.3 LLM for Data System Optimization 28 2.3 Data Organization 25 1.2 Data Deduplication 25 3.1 Data Shuffling 24 4.2 LLM for Data System Optimization 19 5.2 LLM for Semi-Structured Data Analysis 15 1.4 Data Selection 13 2.4 Data Movement 12 2.6 KV Cache 11 1.7 End-to-End Data Processing Pipelines 10 3.2 Data Compression 10 2.1 Data Formats 9 2.2 Data Distribution 9 5.4 LLM for Heterogeneous Data Analysis 8 3.3 Data Packing 8 2.5 Data Fault Tolerance 7 3.4 Data Provenance 6 Data for LLM Agents 5 Data for Retrieval-Augmented Generation (RAG) 5 Data for LLM Evaluation 3 Data for Reinforcement Learning (RL) 3 Data for Continual Pre-training 1 Data for Supervised Fine-Tuning (SFT) 1 Data for Pretraining 1

ocrlite 1 ocr 1 db 1 crnn 1 chineseocr 1 medicalgpt 1 medical 1 llm 1 llama 1 gpt 1 dpo 1 chatgpt 1 webdriver 1 selenium 1 rust 1 ruby 1 python 1 javascript 1 java 1 dotnet 1 storage 1 s3 1 redis 1 posix 1 object-storage 1 hdfs 1 golang 1 go 1 filesystem 1 distributed-systems 1 cloud-native 1 bigdata 1 nosql 1 neo4j 1 graphdb 1 graph-database 1 graph 1 database 1 cypher 1