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examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

explore-llm-agents

:star: Dive into LLM Agents

fact_triple_extraction

使用句法依存分析抽取事实三元组

finetune_embedding_model

本项目用于Embedding模型的相关实验，包括Embedding模型评估、Embedding模型微调、Embedding模型量化等。

funasr

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

funaudiollm-app

generativeaiexamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

gpt-sovits

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

gptcache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

gptpdf

Using GPT to parse PDF

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

graphrag-examples

Example GraphRAG patterns

graphrag-in-action

实验时改了源代码

graphrag-ollama-ui

GraphRAG using Ollama with Gradio UI and Extra Features

graphrag4openwebui

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and search engines. This tool simplifies graph-based retrieval integration in open web environments.

graphrag_autogen

Microsoft’s GraphRAG with AutoGen, Ollama and Chainlit to run a local Multi-Agent RAG bot

internlm-xcomposer

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

knowledge_graph_demo

本项目用于展示三元组抽取后形成的知识图谱，包括几本小说的实体关系，以及README.md，介绍这方面的一篇文章。

knowledge_graph_maker

langchain

🦜🔗 Build context-aware reasoning applications

langflow

⛓️ Langflow is a visual framework for building multi-agent and RAG applications. It's open-source, Python-powered, fully customizable, model and vector store agnostic.

langflow_examples

Examples for LangFlow

layoutreader

lazyllm

Easyest and lazyest way for building multi-agent LLMs applications.

llama-agentic-system

Agentic components of the Llama Stack APIs

llama-agents

多智能体交互应用框架

llama.cpp

LLM inference in C/C++

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-finetune

大语言模型微调，Qwen2、GLM4指令微调

llm-graph-builder

Neo4j graph construction from unstructured data：从非结构化数据构建知识图谱