为了更好的理解,这里做了一个demo,调用deepseek的LLM(这个最便宜,也不需要翻墙),用langgraph的框架进行了实现。大概需要这样几个包: pip install langgraph langchain langchain-openai -U 我们来想象有一个翻译场景,用户输入一段英文,我们希望agent帮我们翻译成中文,翻译质量的好坏应该是有一些标准,这些标准一般来...
[47], which explicitly models the flow of thoughts and reasoning steps. By incorporating COT, our language model improves the coherence and consistency of generated text. It enables the model to follow a logical progression of ideas, enhancing its ability to understand and reason about the given...
21. LangChain RAG:https://python.langchain.com/v0.1/docs/use_cases/question_answering/ 22. From Local to Global: A Graph RAG Approach to Query-Focused Summarization:https://arxiv.org/abs/2404.16130 23. Seven Failure Points When Engineering a Retrieval Augmented Generation System:https://arxiv...
20. RAGFlow:https://github.com/infiniflow/ragflow 21. LangChain RAG:https://python.langchain.com/v0.1/docs/use_cases/question_answering/ 22. From Local to Global: A Graph RAG Approach to Query-Focused Summarization:https://arxiv.org/abs/2404.16130 23. Seven Failure Points When Engineering...
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code. knowledge-graph mandelbrot note-taking web-desktop fractals mindmap web-browsing ai-agents rag groq second-brain ai-graphs tree-of-thoughts retrieval-augmented-generation ollama graph-of-thoughts ai-agents...
开源的AI工程框架有诸多选型:LangChain、LlamaIndex、RAGFlow、DB-GPT等。知识图谱系统有:Jena、RDF4J、Oxigraph、OpenSPG等。图存储系统有Neo4j、JanusGraph、NebulaGraph、TuGraph等。而作为蚂蚁首个对外开源的Graph RAG框架,我们采用蚂蚁全自主的开源产品:DB-GPT[50] + OpenSPG[42] + TuGraph[46]。
开源的AI工程框架有诸多选型：LangChain、LlamaIndex、RAGFlow、DB-GPT等。知识图谱系统有：Jena、RDF4J、Oxigraph、OpenSPG等。图存储系统有Neo4j、JanusGraph、NebulaGraph、TuGraph等。而作为蚂蚁首个对外开源的Graph RAG框架，我们采用蚂蚁全自主的开源产品：DB-GPT[50] + OpenSPG[42] + TuGraph[46]。（图：蚂蚁...
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开源的AI工程框架有诸多选型:LangChain、LlamaIndex、RAGFlow、DB-GPT等。知识图谱系统有:Jena、RDF4J、Oxigraph、OpenSPG等。图存储系统有Neo4j、JanusGraph、NebulaGraph、TuGraph等。 而作为蚂蚁首个对外开源的Graph RAG框架,我们采用蚂蚁全自主的开源产品:DB-GPT + OpenSPG + TuGraph。
开源的AI工程框架有诸多选型:LangChain、LlamaIndex、RAGFlow、DB-GPT等。知识图谱系统有:Jena、RDF4J、Oxigraph、OpenSPG等。图存储系统有Neo4j、JanusGraph、NebulaGraph、TuGraph等。而作为蚂蚁首个对外开源的Graph RAG框架,我们采用蚂蚁全自主的开源产品:DB-GPT[50] + OpenSPG[42] + TuGraph[46]。