赫芬顿邮报文章聊天机器人
它是一个与MCP服务器协作回答问题的聊天机器人。
MCP服务器在 hf文章搜索 回购。
两个项目都使用 “新闻类别数据集” 来自kaggle。
Kaggle News Category Dataset
你可以找到 News Category Dataset 这里
如果您想了解有关此数据集及其作者的更多信息，请查看：
- Misra，Rishabh。“新闻类别数据集”。arXiv预印本arXiv:2209.11429（2022）。
- 米斯拉、里沙布和吉加萨·格罗弗。“为机器学习雕刻数据：机器学习的第一步”，ISBN 9798585463570（2021）。
目标
目标是实现一个与MCP服务器协作的聊天机器人，并且：
- 回答存储在数据库中并可通过MCP服务器访问的科学类文章中与《赫芬顿邮报》相关的问题
- 当提供链接url时，显示数据库中选定文章的信息
模式
聊天机器人有两种内置模式：
- 回答与《赫芬顿邮报》科学文章相关的问题
- 在提供所选文章的链接url后显示其相关信息
如果相关信息不可用，聊天机器人会以温和的方式通知。
问题
当有人提问时：
- 聊天机器人根据问题生成标签
- 标签被发送到
search-articles-by-tag-namesMCP服务器提供的工具 - 生成2组文章，每组限制为10篇文章-一组基于嵌入，一组基于标签
- 2组被连接在一起，结果中可能有10到20个文章，因为可能有共同的文章
- LLM使用标题、摘要、关键见解、标签来查找与问题最相关的文章
- LLM的最终结果包括一个综合总结（答案）和一些关于匹配文章的细节
- 看见 示例答案
提供链接url后的文章信息
make_hashed_url调用工具为link_url生成link_hashget_article_by_link_hash调用该工具以获取有关本文的信息- 看见 示例信息
示例问答
问题： What do you know about projects handled together by NASA and SpaceX?
答案：
NASA and SpaceX have collaborated on several significant space projects, combining NASA's expertise in space exploration with SpaceX's innovative spaceflight technologies. Here are some key highlights of projects and endeavors where NASA and SpaceX have worked together or aligned closely:
Cargo and Crew Missions to the International Space Station (ISS):
SpaceX has launched multiple Falcon 9 rockets carrying Dragon cargo capsules to the ISS with NASA's scientific equipment and supplies. These missions mark important steps in NASA's effort to reduce reliance on foreign spacecraft.
SpaceX developed and tested docking rings and spacecraft capabilities to support future NASA astronaut transport missions to the ISS.
NASA has closely monitored and certified SpaceX launches and rocket landings as part of the company's trajectory toward transporting crewed missions to the ISS.
SpaceX's Role in NASA's Deep Space Missions:
SpaceX successfully launched NASA's TESS (Transit Exoplanet Survey Satellite), aimed at discovering exoplanets, marking SpaceX’s growing role in launching high-priority NASA science missions.
NASA and SpaceX share interests in long-term human space exploration goals, including missions to Mars.
Ambitious Mars Exploration Goals:
SpaceX, led by Elon Musk, envisions sending humans to Mars by around 2025 with a large Interplanetary Transport System, aiming for a self-sustaining colony of one million people.
NASA targets Mars missions in the 2030s with spacecraft like Orion and the Space Launch System.
Both organizations focus on overcoming technical challenges for Mars exploration, such as safe landing technology, life support, and efficient propulsion systems.
Support for NASA's Lunar and ISS Facilities:
SpaceX leases and operates from NASA's historic launch pad 39A at Kennedy Space Center, which was refurbished for modern space missions.
SpaceX has demonstrated reusable rocket technology, landing Falcon 9 boosters for reflying to reduce costs, aligning with NASA's goals for sustainable space travel.
Together, NASA and SpaceX represent a partnership between governmental space exploration initiatives and private aerospace innovation, accelerating progress toward human spaceflight, lunar exploration, and Mars colonization.
Here are some of the articles with detailed information on NASA and SpaceX collaborations and shared projects:
ID 16 / EMB_ID 7 (DIST 0.5119): "SpaceX Rocket Lifts Off On Cargo Run, Then Successfully Lands At Launch Site" (published on 2016-07-18)
https://www.huffingtonpost.com/entry/spacex-rocket-cargo-run_us_578c6a24e4b03fc3ee514950
ID 17 / EMB_ID 8 (DIST 0.5125): "SpaceX Launches Rocket From NASA Pad In Florida, Completes Re-landing" (published on 2017-02-19)
https://www.huffingtonpost.com/entry/spacex-launches-rocket-from-nasa-pad-in-florida-completes-re-landing_us_58a9bf37e4b037d17d28da8e
ID 14 / EMB_ID 5 (DIST 0.503): "SpaceX Rocket Blasts Off Carrying NASA's New Planet-Hunting Telescope" (published on 2018-04-19)
https://www.huffingtonpost.com/entry/spacex-launch-tess-satellite_us_5ad83219e4b03c426dab4e24
ID 11 / EMB_ID 1 (DIST 0.4666): "Elon Musk's SpaceX Has Company In The Race To Mars" (published on 2016-10-05)
https://www.huffingtonpost.com/entry/boeing-race-to-mars_us_57f539d1e4b002a73120202e
ID 12 / EMB_ID 2 (DIST 0.4855): "SpaceX To Send Two Private Citizens Around The Moon In 2018" (published on 2017-02-27)
https://www.huffingtonpost.com/entry/spacex-moon-mission-2018_us_58b0c503e4b0a8a9b7827676
If you want, I can provide summaries or more details from any specific article about NASA and SpaceX projects.提供url链接的示例答案
URL链接：https://www.huffingtonpost.com/entry/spacex-rocket-cargo-run_us_578c6a24e4b03fc3ee514950
答案：
Here is the summary of the article from Huffington Post titled "SpaceX Rocket Lifts Off On Cargo Run, Then Successfully Lands At Launch Site" published on 2016-07-18:
On July 18, 2016, SpaceX successfully launched an unmanned Falcon 9 rocket from Cape Canaveral Air Force Station to deliver cargo to the International Space Station (ISS). The Dragon capsule atop the rocket carried nearly 5,000 pounds of supplies, including food, equipment, and a miniature DNA sequencer, marking the first time such a device was sent to space. Additionally, the capsule transported a metal docking ring designed to enable future commercial spacecraft, developed by SpaceX and Boeing, to ferry astronauts to the ISS. This mission was part of NASA's effort to reduce reliance on Russian spacecraft for astronaut transport, which had been necessary since the retirement of the U.S. space shuttle fleet five years prior. After launch, the Falcon 9's main booster successfully separated and returned to land near the launch site, demonstrating SpaceX's advancing capability in rocket reusability. This marked the company's second successful ground landing and third successful landing overall in recent attempts. SpaceX plans to launch one of its recovered rockets as early as autumn 2016, aiming to further reduce launch costs through refurbishment and reuse.
Key Insights:
* SpaceX launched a Falcon 9 rocket carrying a Dragon capsule with nearly 5,000 pounds of cargo to the ISS.
* The cargo included a miniature DNA sequencer, the first of its kind to be sent to space.
* A metal docking ring was delivered to facilitate future commercial crewed missions by SpaceX and Boeing.
* The Falcon 9 booster successfully landed back at the launch site, marking a significant step in rocket reusability.
* Since retiring the space shuttle fleet, NASA has relied on Russia for astronaut transport, costing over $70 million per person.
* SpaceX aims to reduce launch costs by developing rockets that can be refurbished and reused.
* The company plans to launch one of its recovered rockets as early as autumn 2016.
* This mission demonstrated progress toward enabling commercial spacecraft to ferry astronauts to the ISS.
Tag Names: nasa, space-technology, space-exploration, international-space-station, spacex, falcon-9, dragon-capsule, rocket-landing
Link to the article: https://www.huffingtonpost.com/entry/spacex-rocket-cargo-run_us_578c6a24e4b03fc3ee514950笑话
如果你努力强迫这个聊天机器人，它甚至可以给你讲笑话，但肯定更喜欢谈论《赫芬顿邮报》的文章。..