AI 智能体框架之争：DeepSeek Harness 与 LangChain Deep Agents 的差异到底在哪？快速定位技术选型关键点
What is DeepSeek Harness and why is it different from Deep Agents? Comments URL: https://news.ycombinator.com/item?id=49345619 Points: 2 # Comments: 0
开源AI教育平台，一键将学习资料转为互动体验，NotebookLM的免费替代方案。
Article URL: https://github.com/CaviraOSS/PageLM Comments URL: https://news.ycombinator.com/item?id=49332584 Points: 2 # Comments: 0
让 LangChain 智能体互相发现并建立信任，还汇总了多款搜索工具的免费额度，上手零成本。
Article URL: https://docs.langchain.com/oss/python/integrations/tools Comments URL: https://news.ycombinator.com/item?id=49227511 Points: 2 # Comments…
LangChain.js API 费用失控？一个硬性每日上限方案帮你止住账单爆炸，还拆解了令牌计费的四种坑。
If an agent decides how many API calls to make, your cost ceiling is whatever the agent feels like today. Most days that's fine. The day a tool errors…
基于GPT-4.1/Claude的智能客服系统，通过LangChain编排实现24/7自动化支持，快速响应客户询问，显著减少人工负担。
I developed SmartSupport AI , an AI-based customer support system designed to help companies respond to customer inquiries faster, reduce manual workl…
AI自动为代码库生成并维护文档，理解代码背后的逻辑，基于LangChain和PI.dev。
Article URL: https://github.com/barvhaim/pi-openwiki Comments URL: https://news.ycombinator.com/item?id=48810399 Points: 1 # Comments: 0
LangChain代理静默失败两周无人知，这套监控方案帮你提前踩坑止损
Six weeks ago, a LangChain agent we'd deployed for a B2B client started failing on roughly 30% of its sessions. No exceptions. No 500s. Nothing in the…
用LangChain和Groq API搭建RAG问答机器人，手把手带你落地首个实战项目。
🚀 My First Dev.to Post + My First RAG Project: InsightFetch Hey everyone! 👋 This is my very first post on Dev.to, and I'm excited to share my first Re…
LLM agent工具调用暗藏越权风险，深度审计主流框架的“能力门”与授权混淆问题，开发者必读。
arXiv:2606.28679v1 Announce Type: cross Abstract: Tool-using LLM agents increasingly read untrusted content while holding side-effecting tools such as…
多智能体协作架构如何用Planner、Writer、Formatter等Agent模块化重构教育流程，解决LangChain线性管道的痛点。
The Problem With One Prompt When we first started automating curriculum production , the obvious move was to throw a big prompt at Gemini and ask it t…
调优LangChain4J与CDI集成，避开重试策略陷阱，Java开发者必看实战指南。
LangChain4J-CDI is the pivotal component that enables developers to integrate their AI services into their enterprise Java applications with ease, tha…
让LangChain智能体拥有真实邮箱，单次API调用即可创建，无需繁琐OAuth，五分钟快速上手。
An engineer on a small team wires up a LangChain agent over a weekend: it reads the inbox, summarizes threads, drafts replies. The demo kills. Then Mo…
为Elixir开发者带来LangChain/DeepAgents风格的智能代理与工作流框架，开源实现AI编排新可能。
Article URL: https://github.com/caudena/beam_weaver Comments URL: https://news.ycombinator.com/item?id=48503446 Points: 2 # Comments: 0
放弃正则，用LangChain+GPT-4做AI数据提取，更灵活鲁棒。
I’ve been scraping the web for years. It’s a love-hate relationship: the thrill of finally pulling the data you need, followed by the despair when the…
解决LangChain Agent无限循环调用工具的真实方案，避免无谓的token消耗和API超额。
Infinite Tool Call Loops in LangChain Agents: A Real Fix You're building a customer support agent with LangChain. It should be a breeze, right? But th…
免费、开源的Java AI代理，类似Claude Code，使用LangChain4j和Mistral模型。
Article URL: https://github.com/machineswillrise/jagent Comments URL: https://news.ycombinator.com/item?id=48253474 Points: 1 # Comments: 0