https://neatguycoding.com/zh-cn/tags/weaviate-podcast/Recent content in Weaviate-Podcast on Neat Guy CodingHugo -- gohugo.iozh-cn© 2026 NeatGuyCodingMon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-patronus-ai-with-anand-kannappan-weaviate-podcast-122/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-patronus-ai-with-anand-kannappan-weaviate-podcast-122/Agent 监督栈：从静态评测到轨迹级可观测性https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-agentic-rag-with-erika-cardenas-weaviate-podcast-109/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-agentic-rag-with-erika-cardenas-weaviate-podcast-109/Agentic RAG：当检索管线长出「规划与工具环」https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-agentic-topic-modeling-with-maarten-grootendorst-weaviate-podcast-126/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-agentic-topic-modeling-with-maarten-grootendorst-weaviate-podcast-126/Agentic 主题建模：嵌入管线、LLM 与人在环内的工程权衡https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-doug-turnbull-and-trey-grainger-on-ai-powered-search-weaviate-podcast-13/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-doug-turnbull-and-trey-grainger-on-ai-powered-search-weaviate-podcast-13/AI 驱动搜索：当 RAG、Agent 与经典 IR 重新接线https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-compound-ai-systems-with-philip-kiely-weaviate-podcast-105/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-compound-ai-systems-with-philip-kiely-weaviate-podcast-105/Compound AI：当「一次 LLM 调用」不够用时https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-data-agents-with-shreya-shankar-weaviate-podcast-135/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-data-agents-with-shreya-shankar-weaviate-podcast-135/Data Agent：当「会写代码的模型」撞上真实数据栈https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-haize-labs-with-leonard-tang-weaviate-podcast-121/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-haize-labs-with-leonard-tang-weaviate-podcast-121/Judge-Time Compute：当 LLM 评测从「单次打分」变成可组合管线https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-refrag-with-xiaoqiang-lin-weaviate-podcast-130/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-refrag-with-xiaoqiang-lin-weaviate-podcast-130/REFRAG：把 RAG 上下文从「token 串」变成可压缩表示https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-optimizing-retrieval-agents-with-shirley-wu-weaviate-podcast-115/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-optimizing-retrieval-agents-with-shirley-wu-weaviate-podcast-115/半结构化检索上的 Agent：STaRK 基准与 AvaTaR 优化https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-sufficient-context-with-hailey-joren-weaviate-podcast-125/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-sufficient-context-with-hailey-joren-weaviate-podcast-125/充分上下文：RAG 该测「够不够答」，而不只是「像不像相关」https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-search-agents-with-nandan-thakur-weaviate-podcast-137/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-search-agents-with-nandan-thakur-weaviate-podcast-137/从 RAG 到 Search Agent：检索、合成数据与评测的三条张力https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-gepa-with-lakshya-a-agrawal-weaviate-podcast-127/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-gepa-with-lakshya-a-agrawal-weaviate-podcast-127/当标量 reward 不够用时：GEPA 与 compound AI 的反思式文本进化https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-rag-benchmarks-with-nandan-thakur-weaviate-podcast-124/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-rag-benchmarks-with-nandan-thakur-weaviate-podcast-124/当查询变成整段代码：RAG 评测与搜索型 Benchmark 的分裂https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-mipro-and-dspy-with-krista-opsahl-ong-weaviate-podcast-103/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-mipro-and-dspy-with-krista-opsahl-ong-weaviate-podcast-103/多阶段语言程序与自动 Prompt 优化：从 DSPy 到 MIPROhttps://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-multi-vector-search-with-ame-lie-chatelain-and-antoine-chaffin-weaviate/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-multi-vector-search-with-ame-lie-chatelain-and-antoine-chaffin-weaviate/多向量检索：在单向量、late interaction 与级联重排之间选型https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-muvera-with-rajesh-jayaram-and-roberto-esposito-weaviate-podcast-123/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-muvera-with-rajesh-jayaram-and-roberto-esposito-weaviate-podcast-123/多向量检索的索引悖论：MUVERA 如何用单向量 ANN 逼近 Chamferhttps://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-let-me-speak-freely-with-zhi-rui-tam-weaviate-podcast-108/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-let-me-speak-freely-with-zhi-rui-tam-weaviate-podcast-108/格式约束何时伤害 LLM：从 Agent 流水线到基准评测的分叉https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-scaling-pandas-with-devin-petersohn-weaviate-podcast-101/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-scaling-pandas-with-devin-petersohn-weaviate-podcast-101/规模化 DataFrame：当 notebook 习惯撞上分布式执行https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-synthetic-data-with-david-berenstein-and-ben-burtenshaw-weaviate-podcast/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-synthetic-data-with-david-berenstein-and-ben-burtenshaw-weaviate-podcast/合成数据：RAG、Agent 与评测里的「造数」边界https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-pyversity-with-thomas-van-dongen-weaviate-podcast-132/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-pyversity-with-thomas-van-dongen-weaviate-podcast-132/检索列表多样化：几何后处理、评测裂缝与 RAG 上下文预算https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-arctic-embed-with-luke-merrick-puxuan-yu-and-charles-pierse-weaviate-pod/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-arctic-embed-with-luke-merrick-puxuan-yu-and-charles-pierse-weaviate-pod/检索嵌入的工程取舍：从 Arctic Embed 看榜单、训练与生产约束https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-structured-outputs-with-will-kurt-and-cameron-pfiffer-weaviate-podcast-1/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-structured-outputs-with-will-kurt-and-cameron-pfiffer-weaviate-podcast-1/结构化输出：从「能解析的 JSON」到 logit 级约束生成https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-morningstar-intelligence-engine-with-aravind-kesiraju-weaviate-podcast-1/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-morningstar-intelligence-engine-with-aravind-kesiraju-weaviate-podcast-1/金融研究语料上的企业 RAG：向量库、Agent 与 eval 的工程取舍https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-vertex-ai-rag-engine-with-lewis-liu-and-bob-van-luijt-weaviate-podcast-1/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-vertex-ai-rag-engine-with-lewis-liu-and-bob-van-luijt-weaviate-podcast-1/企业 RAG 的边界：托管流水线、向量库与「可写回」检索https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-saurabh-mishra-and-bob-van-luijt-on-weaviate-and-sas-weaviate-podcast-12/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-saurabh-mishra-and-bob-van-luijt-on-weaviate-and-sas-weaviate-podcast-12/企业 RAG 与 Agent：当向量库遇上四十年分析软件https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-contextual-ai-with-amanpreet-singh-weaviate-podcast-114/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-contextual-ai-with-amanpreet-singh-weaviate-podcast-114/企业级 RAG 与 Agent：从拼接管线到可优化的整机https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-weaviate-s-query-agent-with-charles-pierse-weaviate-podcast-128/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-weaviate-s-query-agent-with-charles-pierse-weaviate-podcast-128/向量库上的 Query Agent：可审计检索与两种「问数据」模式https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-letta-ai-with-sarah-wooders-weaviate-podcast-117/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-letta-ai-with-sarah-wooders-weaviate-podcast-117/有状态 Agent 与上下文编译：从 MemGPT 到 Letta 的工程分野https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-semantic-query-engines-with-matthew-russo-weaviate-podcast-131/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-semantic-query-engines-with-matthew-russo-weaviate-podcast-131/语义查询引擎：当 LLM 算子进入查询优化器https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-cartesia-ai-with-karan-goel-weaviate-podcast-113/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-cartesia-ai-with-karan-goel-weaviate-podcast-113/语音智能体时代的架构张力：SSM、低延迟 TTS 与「端到端」是否吃掉编排链https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-box-ai-with-ben-kus-and-bob-van-luijt-weaviate-podcast-120/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-box-ai-with-ben-kus-and-bob-van-luijt-weaviate-podcast-120/在 exabyte 级非结构化内容上做企业 AI：权限、检索分层与 Agent 边界https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-swe-bench-with-john-yang-and-carlos-e-jimenez-weaviate-podcast-107/Mon, 18 May 2026 00:00:00 +0000https://neatguycoding.com/zh-cn/posts/2026-05-18-weaviate-podcast-swe-bench-with-john-yang-and-carlos-e-jimenez-weaviate-podcast-107/真实仓库上的软件工程智能体：SWE-Bench 与评测脚手架之争