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LLM 框架与工具

构建 LLM 驱动应用的热门框架

共 8 个项目

1 NEW
langchain-ai avatar

langchain-ai / langchain

构建上下文感知的推理应用程序框架

95.2k +1470 stars today Python 15.1k AI 9.8
2 NEW
run-llama avatar

run-llama / llama_index

LLM 应用的数据框架，专注 RAG 和知识检索

38.7k +420 stars today Python 5.2k AI 9.3
3 NEW
microsoft avatar

microsoft / autogen

微软开源的多智能体对话框架

35.6k +380 stars today Python 5.1k AI 9.2
4 NEW
vllm-project avatar

vllm-project / vllm

高吞吐量、内存高效的 LLM 推理引擎

42.5k +650 stars today Python 5.8k AI 8.7
5 NEW
openai avatar

openai / openai-agents-python

轻量级多智能体工作流框架

15.8k +890 stars today Python 1.8k AI 8.3
6 113
milvus-io avatar

milvus-io / milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

45.0k +12 stars today Go 4.1k AI 7.9
7 96
lance-format avatar

lance-format / lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

6.7k +10 stars today Rust 737 AI 7.3
8 31
openvinotoolkit avatar

openvinotoolkit / nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

1.2k Python 298 AI 7.2