from langchain_core.messages import AIMessage, HumanMessage, get_buffer_string from langchain_core.prompts import format_document from langchain_core.runnables import RunnableParallel, RunnablePassthrough, RunnableLambda from langchain_openai.chat_models import ChatOpenAI from langchain_openai import OpenA...
Following the LangGraph tutorial: https://langchain-ai.github.io/langgraph/tutorials/rag/langgraph_agentic_rag/#nodes-and-edges Using only opensource! Using llama.cpp with LangChain - busraoguzoglu/Open-Source-Agentic-RAG
利用RAG+Groq+LangChain三剑客,教你打造会思考的PDF对话机器人:✅ RAG技术精准定位文档关键信息✅ Groq云平台提供闪电级运算支持✅ LangChain框架实现智能上下文关联无需编程基础,跟着教程30分钟搭建专属知识库助手!完整实现步骤已整理在下方教程链接→完整图文教程#人工智能应用 #技术文档更新 #AI教程 #RAG技术...
The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework, supporting customized extensions for LLM, RAG, function call, and tools capabilities. It also supports seamless integration with the openai/la
简介:LangChain-06 RAG With Source Doc 通过文档进行检索增强 安装依赖 pip install --upgrade --quiet langchain-core langchain-community langchain-openai 编辑代码 from operator import itemgetterfrom langchain_core.messages import AIMessage, HumanMessage, get_buffer_stringfrom langchain_core.prompts impor...
Spising: ⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://de...
RAG Engine: The currently supported file types are txt, pdf, html, markdown. We provide a preliminary implementation. Message Streaming Output: Support message streaming output for a smoother user experience. Ecosystem Strategy: Open source, you can deploy the service locally and expand the existing...
Spising: ⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://de...
The Open Assistant API is a ready-to-use, open-source, self-hosted agent/gpts orchestration creation framework, supporting customized extensions for LLM, RAG, function call, and tools capabilities. It also supports seamless integration with the openai/langchain sdk. Topics python agent ai openai...
Spising: ⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://de...