02 2025 档案
摘要:https://hellowac.github.io/uv-zh-cn/getting-started/features/#venv-virtualenv 功能概览 uv 提供了丰富的功能,涵盖了从安装 Python 和运行简单脚本,到支持多 Python 版本和多平台的大型项目开发的各个方面。 u
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摘要:langchain-rag https://github.com/fanqingsong/langchain-rag from dotenv import load_dotenv import os, time load_dotenv() print(" SILICONFLOWAI_API_KEY
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摘要:RAG From Scratch https://github.com/langchain-ai/rag-from-scratch LLMs are trained on a large but fixed corpus of data, limiting their ability to reas
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摘要:ragas https://docs.ragas.io/en/latest/ Ragas is a library that provides tools to supercharge the evaluation of Large Language Model (LLM) applications
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摘要:List of top LLM Observability Tools https://drdroid.io/engineering-tools/list-of-top-llm-observability-tools Introduction Observability refers to the
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摘要:LLM Observability Tools: 2025 Comparison https://lakefs.io/blog/llm-observability-tools/ As OpenAI unveiled ChatGPT, which swiftly explained difficult
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摘要:Top 15 LLMOps Tools for Building AI Applications in 2025 https://www.datacamp.com/blog/llmops-tools We have moved past making large language models (L
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摘要:RAG-Raptor-RE-Ranker-demo https://github.com/BlueBash/RAG-Raptor-RE-Ranker-demo The method of re-ranking involves a two-stage retrieval system, with r
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摘要:LLM Evaluation: Metrics, Methodologies, Best Practices https://www.datacamp.com/blog/llm-evaluation Key Metrics for LLM Evaluation Evaluating LLMs req
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摘要:Langchain-Evaluation Framework https://medium.com/@rahulpant.me/langchain-evaluation-framework-8ac1a95c9050 In this blog, we will look at how Langchai
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摘要:LangChain: LLM App Evaluation https://dev.to/rutamstwt/langchain-llm-app-evaluation-3m2l As language models (LLMs) continue to advance, their applicat
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摘要:Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker https://github.com/shanesoh/deploy-ml-fastapi-redis-docker webserver """ Web serv
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摘要:Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fas
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摘要:Deploying a Docker Stack to Docker Swarm https://quileswest.medium.com/deploying-a-docker-stack-to-docker-swarm-b2f9cc80f145 This lab we will create a
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摘要:Implementing FastAPI Services – Abstraction and Separation of Concerns This article introduces an approach to structure FastAPI applications with mult
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摘要:fastapi-versioning https://github.com/DeanWay/fastapi-versioning from fastapi import FastAPI from fastapi_versioning import VersionedFastAPI, version
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摘要:Build a Retrieval Augmented Generation (RAG) App https://python.langchain.com/docs/tutorials/rag/ One of the most powerful applications enabled by LLM
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摘要:how langchain call api https://sj-langchain.readthedocs.io/en/latest/chains/langchain.chains.api.openapi.chain.OpenAPIEndpointChain.html https://pytho
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摘要:langchain serialization https://zhuanlan.zhihu.com/p/640693519 8序列化 这个笔记本涵盖了如何将链序列化到磁盘和从磁盘序列化。我们使用的序列化格式是json或yaml。目前,只有一些链支持这种类型的序列化。我们将随着时间的推移增加支持的链
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摘要:pydantic.computed_field() https://github.com/weet-ai/text2sql-workshop/blob/main/text2sql/text2sql/core.py from langchain.chat_models import ChatOpenA
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摘要:Mastering Natural Language to SQL with LangChain | NL2SQL https://blog.futuresmart.ai/mastering-natural-language-to-sql-with-langchain-nl2sql By the e
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摘要:豆包推荐 智谱 AI:其 GLM - 4 - Flash 模型 API 全部免费,还开启限时免费微调活动。同时,面向 OpenAI API 用户提供特别搬家计划,为开发者提供 1.5 亿 Token(5000 万 GLM - 4 + 1 亿 GLM - 4 - Air),以及从 OpenAI 到 G
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摘要:B - A..B..C https://atcoder.jp/contests/abc393/tasks/abc393_b #include <bits/stdc++.h> using namespace std; int main(){ string s; cin >> s; int tot =
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摘要:Incremental addition of vectors to FAISS https://github.com/facebookresearch/faiss/issues/1284 There will be some regimes in which PQ provides a speed
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摘要:Understanding FAISS Indexing https://arithmancylabs.medium.com/understanding-faiss-indexing-86ec98048bd9 In this article we will dive deep into the Fa
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摘要:How to Use FAISS to Build Your First Similarity Search https://medium.com/loopio-tech/how-to-use-faiss-to-build-your-first-similarity-search-bf0f708aa
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摘要:Similarity Search with FAISS: A Practical Guide to Efficient Indexing and Retrieval https://medium.com/@devbytes/similarity-search-with-faiss-a-practi
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摘要:python uv stands for what? uv 是 Python 生态中一个新兴的高性能工具,由 Rust 编写,旨在替代传统的 pip 和 venv。它由 Charlie Marsh(知名工具 Ruff 的开发者)主导开发,核心目标是解决 Python 包管理的速度和效率问题。 核心功
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摘要:Agentic Object Detection https://landing.ai/agentic-object-detection https://zhuanlan.zhihu.com/p/405658103 在机器学习的分类任务中,绕不开准确率(accuracy),精确率(precision
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摘要:FastAPI for Machine Learning: Live coding an ML web application https://www.bilibili.com/video/BV1kC411b7Se/?spm_id_from=333.788.videopod.sections&vd_
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