Knowledge repo airbnb 6 to 0. So far, I have: Created and activated virtual environment pip install --upgrade "knowledge-repo[all]" Yet, when I follow the next command: knowledge_repo --repo C:\Users\sperkins\ A next-generation curated knowledge sharing platform for data scientists and other technical professions. If you have difficulties deploying the Knowledge Repo in your organisation, we would love to hear from you; particularly as it pertains to the following: The Knowledge Repo project aims to streamline the sharing of knowledge among data scientists and other technical roles by utilizing data formats and tools that are commonly used in these professions. - airbnb/knowledge-repo Skip to content Navigation Menu Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj According to #133, some people are able to run knowledge-repo on Windows. Context When a new post is created within a tag, an email is sent to all users that are subscribed to that tag (if you have this functionality enabled). Thus far I have only used runserver to view the knowledge feed. In the past, this was not considered to be a particularly serious problem, since we internally used the knowledge repo in a trusted computing environment, but as it grows and matures, this sort of thing will be a big deal. 3 a75e01c. Although the project itself is focused primarily on sharing knowledge between data scientists and other technical roles, its open-source nature and use of the ubiquitous Markdown format AirBnB’s Knowledge Repository is still on Beta. 7 and seeing the following issue when trying to point the knowlege_repo script to my local db: knowledge_repo - I am using CMD. - airbnb/knowledge-repo Skip to content Navigation Menu Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I am trying to host my knowledge repo on Heroku, and I have the same issue than issue 314 . Thanks for reporting in! The currently released version of the Knowledge Repo on PyPI has a bug in the preview command. More documentation on this here; Then for each Jupyter notebook: Add the necessary headers containing information like author, post title etc; And then run the knowledge repo add & knowledge_repo submit commands for each post. This issue has been closed because the author found another solution (using Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj INFO:knowledge_repo. naoyak closed this as completed May 28, 2020. Thanks for getting in touch, and for your interest in using the knowledge repo! You're quite right we don't currently use AUTH_GROUP_REQUEST_HEADER anywhere, and our current group mechanism is decoupled from LDAP in order to provide a more flexible approach to defining access roles. Auto-reviewers: @NiharikaRay @ Hey @cosenal, Thanks for your interest in the knowledge repo and for reporting this bug. - knowledge-repo/LICENSE at master · airbnb/knowledge-repo My Current Setup: postgres local server: 11. I currently have a knowledge repo server running, and am looking to expand its usage, especially among those who aren't using Python (or simply don't want to download the package and learn how to interface via the tooling). 4 allows remote attackers to inject arbitrary web scripts or HTML via the post comments functionality, as demonstrated by the post/posts/new_report. Is this a known issue? Are other systems such as bokeh in Jupyter Noteboo Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I am hitting a problem when running the quick start. Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj One of my users is reporting that plotly visualizations are not functional in the final post. py inside of your git knowledge repository. The following vulnerabilities are recorded KNOWLEDGE REPO product. JJJ000. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a question about this project? Sign up for a Cross-site scripting (XSS) vulnerability in Airbnb Knowledge Repo prior to 0. To that end, we are experimenting with it. Looking through the issues it seems that several PRs modified the do AirBnB's knowledge repo-in-a-docker-image. - airbnb/knowledge-repo Knowledge Repo appears to depend on Dataportal. We have been testing this feature before using it in our production knowledge repo a Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi. It fails when inserting posts to the posts table due to: sqlalchem airbnb / knowledge-repo Public. 9. - airbnb/knowledge-repo Skip to content Navigation Menu You signed in with another tab or window. References Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj When running the following command: knowledge_repo --repo <repo_path> init the output is: /// to the desired repo path. 0. It could be a custom domain name, or heroku, or anything else. - airbnb/knowledge-repo Skip to content Navigation Menu Yes! We installed it at work and people write notebooks and then post them there. It was created at Airbnb to solve the problem of scaling technical knowledge dissemination within a growing team of data scientists, as sharing progress via one-off emails, documents, slideshows and A next-generation curated knowledge sharing platform for data scientists and other technical professions. I tried to host a knowledge-repo (airbnb) on heroku. While all actual indexing occurs on the web app side, you can easily iterate over all posts using the API, and create your own index. 4. This has been fixed as of the current master, which will be released as a new version in the near future. I figure it shouldn't take this long because it's either an empty migration or it is initializing Airbnb has 195 repositories available. - databricks/knowledge-repo-dev We also have another issue and two PRs with knowledge repo docker recipes and images, so there's definitely a lot of community interest in being able to set up the repo easily with Docker. You switched accounts on another tab or window. See issue airbnb#482 for more information. Lottie (Web) Stemcell Airbnb's EC2 instance creation and bootstrapping tool. Vulnerabilities. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a question about this project? Sign up for a Python 3. Live modification of this repository via the UI has the potential to open up new classes of security issues, and so it would have to be hidden Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hey, I'm not able to run Knowledge repo on a Mac system. - airbnb/knowledge-repo Skip to content Toggle navigation A next-generation curated knowledge sharing platform for data scientists and other technical professions. 6, knowledge repo 0. This commit was created on GitHub. knowledge-repo Public. The knowledge_repo API was specifically designed to be machine-readable, and provides the basis for the web app. post:YAML header is incorrectly formatted or missing. Reading through the source code and documentation it seems to me that the way Would be nice to have a docker image available, or at least instructions on how to make one. knowledge_repo --repo app A next-generation curated knowledge sharing platform for data scientists and other technical professions. Follow their code on GitHub. When running under deplo Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj A working docker/docker-compose Knowledge repo configuration. # For example, if your server instance is sitting atop # a meta-repository, it may make sense to update the meta-repository # configuration with that of one of its children. Please let us know if you still have issues! Thanks! Hi! I would like to know how to set up the mail client to send posts approval requests and also block the publish option while the post is in review state. Host and manage packages Hi, Thanks for open sourcing this project. airbnb / knowledge-repo Public. path() inside the in-line R command it's probably easier to ensure that the path returned by os. I've been stuck on the last log for about ~10 mins. - Pull requests · airbnb/knowledge-repo airbnb / knowledge-repo Public. I know that keeping this project maintained must take a lot of work, but it has been very useful to me and I am sure it has been great for others also. Unfortunately, the auto-indexing feature seems to be fai Is there a way to do that during the adding step of a knowledge post? The is a feed_image parameter in the code but I don't see how to use it. 8. . You signed in with another tab or window. Internally, we also have an RStudio addin that converts interactive tables into HTML widgets for the knowledge repo, so it should definitely be Cross-site scripting (XSS) vulnerability in Airbnb Knowledge Repo 0. It fails to run when I write the next prompt (knowledge_repo --repo test_repo init A next-generation curated knowledge sharing platform for data scientists and other technical professions. Skip to content. - airbnb/knowledge-repo Skip to content Navigation Menu A next-generation curated knowledge sharing platform for data scientists and other technical professions. - Packages · airbnb/knowledge-repo Cross-site scripting (XSS) vulnerability in Airbnb Knowledge Repo prior to 0. Contribute to cityofcapetown/docker_knowledge_repo development by creating an account on GitHub. GPG key The Knowledge Repo includes tooling to create Knowledge Posts from a variety of commonly used formats, such as Jupyter and R Markdown notebooks. Find and fix Hi @tinastefaniewenzel!. I couldn't find any documentation on what to change to enable serving over http Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj This is not an issue. The Knowledge Repo supports HTML widgets. Hi @matthewwardrop and team, Is this still a part of the roadmap? It would be an extremely useful feature and if there's anyway that I can help, that would be great! On a side note, at @socialcopsdev, we are trying to make knowledge-repo our primary knowledge management tool. dirname() give Windows/R-compatible filepaths. It does not matter to me where it deploys. This processor will then be applied to every subsequent knowledge post that is added to A next-generation curated knowledge sharing platform for data scientists and other technical professions. 8 . Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I'm on Python 2. Number of CVE: 1. My sequential workflow: create a local repo: kr_local adding a remote repo in kr_local: git init; git remote add o Could you elaborate on how to point from a notebook/md file to the ressources in orig_src? Let's say my knowledge repo is foo, my project is bar, my post is post. Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi. Please point me to the current opensource repo so I can discuss possible use of Knowledge Repo at my current company. 0 (fixes airbnb#578) 76c1a19. The short version, though, is that you set up the database however you like (e. From this I get the A next-generation curated knowledge sharing platform for data scientists and other technical professions. A next-generation curated knowledge sharing platform for data scientists and other technical professions. All of the below files should be placed in your root directory, starting the local server can be done thr A next-generation curated knowledge sharing platform for data scientists and other technical professions. Hi team, Thanks for taking the time to create this! I've been trying to adapt some analysis to Knowledge Repo (KR) and found some missing features/issues to it: Is it possible to change the font size of the text by clicking at some butto A next-generation curated knowledge sharing platform for data scientists and other technical professions. The Knowledge Repo project aims to streamline the sharing of knowledge among data scientists and other technical roles by utilizing data formats and tools that are commonly used The Knowledge Repository project is focused on facilitating the sharing of knowledge between data scientists and other technical roles using data formats and tools that make sense in these Our solution combines a process around contributing and reviewing work, with a tool to present and distribute it. Hey people, I´m trying to deploy Knowledge Repo in a Ubuntu VM at Google Cloud, upon the creation of the VM here is the commands I´m running: sudo apt-get update apt install python3-pip sudo apt-get install python-pip python-dev libmysql There is, but the way they call R and knitr to create the post from an Rmd is using variables formatted with the . Git. 22 Feb 03:46 . Sign in Product Actions. This allows you to define less corporate groups Hi @Ashwin501 , You should import (or copy/paste) the contents of the extract_images_to_s3. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a Run knowledge_repo init inside the git repo which would create knowledge repo config file. Notifications You must be signed in to change notification settings; Fork 690; Star 5. the generated markdown does not consider the  of our knowledge is quite structured and invariant, that knowledge has the purpose of be share with the wider company, so we need in the home some kind of snapshot of the content of the repo and a way to direct the learning path (we can use links). def prepare_repo(repo): return repo # ----- # Repository Indexing configuration # ----- # The Knowedge Repo updates the index of available posts on a regular basis. - airbnb/knowledge-repo Skip to content Navigation Menu Most projects Data Scientist do at Airbnb are documented in the Knowledge Repository. From reading the documentation I got this far. We do need to add some documentation regarding this, so thanks for pointing it out. Fixes #578 #579. Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj The documentation command to update a post is missing the -p parameter in the command line string : knowledge_repo --repo <repo_path> add --update <file with format {i The second purpose, is to use it as three of knowledge. Our platform offers various options for storing and managing "knowledge posts", with a In 2016, Airbnb open-sourced the Knowledge Repository, a knowledge sharing platform they built to tackle their own needs of scaling internal knowledge sharing. It was created at Airbnb to solve Releases: airbnb/knowledge-repo. Releases · airbnb/knowledge-repo. py into . You signed out in another tab or window. 1. 17 Codification & Personalisation Strategy Explicit knowledge (rules, processes): Internalisation & Combination CODIFICATION STRATEGY IT system to support knowledge creation, codification, & transfer Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I tried running the WebApp on one of our https servers but get some Bad Request errors. Releases Tags. - airbnb/knowledge-repo The Knowledge Repo is a reasonably complete internal publishing service, and we hope that you find it useful. g when trying to initialise the /app as knowledge repo repository: I noticed that if I manually define the directory flask; heroku; knowledge-repo; TinaW. Rather than embed a call to file. 2018. I think having some more nuanced hints to the Knowledge Repo about what should be shown would be a great idea. 4,790. For example, knowledge_repo init is replaced with kr_init, Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I'm simply deploying my local knowledge repo to heroku and when I try to run it using this Procfile: web: knowledge_repo --repo A next-generation curated knowledge sharing platform for data scientists and other technical professions. The existing skip functionality is from a legacy pre-code-folding in the Knowledge Repo, and was a way to prevent large amounts of code from bamboozling unsuspecting readers who were only interested in the output of that code. Notifications You must be signed in to change notification settings; Fork 688; Star 5. 3? I suspect that what may be happening is that you have enabled the embedded tooling and it is using that version rather than your system-installed version. Sign in airbnb. - Home · airbnb/knowledge-repo Wiki Airbnb’s Knowledge Repo has been revolutionary for sharing and benefiting from data science at scale. I'm ru Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi! I installed 0. Sign in Product Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hello! I got knowledge-repo deployed successfully onto internal hosts via uwsgi. Just in case, can you confirm the version of the knowledge_repo code you are using is 0. Maybe pip installing from git gets the fix A next-generation curated knowledge sharing platform for data scientists and other technical professions. 6. 0 allows remote attackers to inject arbitrary web scripts or HTML via the post comments functionality, as demonstrated by the post/posts/new_report. /example_re Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi there. R Interface to AirBnb's Knowledge Repository. g when trying to initialise the /app as knowledge repo repository: I noticed that if I manually define the directory on heroku as knowledge repo using knowledge_repo --repo /app init, I can at least use the knowledge_repo --repo <repo_path> runserver command on the A next-generation curated knowledge sharing platform for data scientists and other technical professions. Specifically on the preview command: knowledge_repo --repo . The key has expired. - airbnb/knowledge-repo Skip to content Navigation Menu {"payload":{"allShortcutsEnabled":false,"fileTree":{"scripts":{"items":[{"name":"setup","path":"scripts/setup","contentType":"directory"},{"name":"email_client Hi guys, what are some alternatives to the knowledge repo developed by Airbnb in order to share data insights? At my job we are currently exploring tools to share insights between data scientists as well as external shareholders. Contribute to dgrtwo/knowledgerepo development by creating an account on GitHub. @qthurier We had similar issues internally, but these seemed to be resolved with the most recent version. exe Prompt to install into a local virtual environment; I am able to run the initial install (pip install --upgrade "knowledge-repo[all]"). I encountered several problems, and wanted to provide feedback that might help others in A next-generation curated knowledge sharing platform for data scientists and other technical professions. Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj I have a problem that on the surface looks like #430, but I am using a git-based knowledge repo with a MySQL database for the web app backend. Hi, I have been loving this tool. - knowledge-repo/README. Merged Copy link Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi everyone! I recently worked to upgrade a git-repo backed knowledge repo instance from 0. I believe this PR #140 addresses the issue. I ran the following command knowledge_rep How do I setup a knowledge-repo server to always get the latest repository snapshot when a user accesses the knowledge-repo web server? At the moment I have to restart the server after every new submission. Reload to refresh your session. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a question about this project? Sign up for a Hi @abhirathb!Sorry for the tardiness. Airbnb and contributors Mar 09, 2023. 1 running Python 3. - Roadmap · airbnb/knowledge-repo Wiki The Knowledge Repo A next-generation curated knowledge sharing platform for data scientists and other technical professions. I periodically evaluate Knowledge Repo to see if it works for our deployment and user needs; Are there any plans, roadmap, or general info to share about fu Airbnb. Average Exploit Prediction Score : 0. Host and manage packages Security. For example rendering this Jupyter notebook with knowledge repo add will preserve the interactive plotly chart in the final post. I've had a troubling problem though where things will look good for 5-10 minutes, then A next-generation curated knowledge sharing platform for data scientists and other technical professions. Swift Style Guide airbnb / knowledge-repo Public. v0. 5k. 1,017; asked Feb 18, 2017 at 22:34. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a question about this project? Sign up for a A next-generation curated knowledge sharing platform for data scientists and other technical professions. Navigation Menu Toggle navigation. io. png) as an image. First encountered with a Rmd tag {r mde_summary_plot, eval=TRUE}. Host and manage packages So to give everyone context, we built this product called the Knowledge Repo Airbnb, and the idea was to take all the strategic analyses that analysts were doing, these deep dives that were happening in Jupyter Notebooks and R Markdowns and to try to turn that into something widely consumable and indexable. It will be thoroughly reviewed, and updated accordingly. abspath() and os. kp URI. - airbnb/knowledge-repo A next-generation curated knowledge sharing platform for data scientists and other technical professions. One of the issues that I see with Knowledge Repo documentation is that no where in the documentation do we explain: [] What headers are available in YAML [] How posts can be interacted with (you can view them in rendered or raw markdown) [] How changing tags on a post works 17. - airbnb/knowledge-repo Skip to content Navigation Menu Hi, we are in the process of upgrading our deployment of knowledge-repo from a pretty old version. I've not had much opportunity to maintain the knowledge repo lately. Also open sourced, the Knowledge Repo facilitates the documentation, discovery and reproduction of analyses. - airbnb/knowledge-repo Skip to content Toggle navigation Hi @tkinz27!. - Workflow runs · airbnb/knowledge-repo You signed in with another tab or window. You can click on the vulnerability to view more details. format() method (at least as far as I can tell - see here). has anyone done this so far? Thanks Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hi all, I've deployed the knowledge server on top of a knowledge repo that's a MySQL DB, and I'm having trouble getting images to display in any knowledge post. - droy2017/airbnb-knowledge-repo Skip to content Navigation Menu A next-generation curated knowledge sharing platform for data scientists and other technical professions. - airbnb/knowledge-repo. path. npelikan mentioned this issue Oct 4, 2020. I installed knowledge repo in a virtual environment with python 2. I just wanted to say thanks. I would now like to deploy. The add process works ok, and the new branches are created, but the submit raise this error: ValueError: It do Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hello, I am attempting to stand up knowledge repo with Amazon RDS Postgres version 9. Dataportal source was available as opensource 3 years ago when I worked on another project but I do not see it now. Not super user friendly to post, but it works sort of like GitHub. - airbnb/knowledge-repo The Knowledge Repo A next-generation curated knowledge sharing platform for data scientists and other technical professions 4,790 Lottie (Web) Render After Effects animations natively on Web This section is targetted toward users who are setting their computers up to work with an existing Knowledge Repo installation, and guides a user through their first knowledge post submission. I suspect that this is just one in a myriad of security vulnerabilities that exist throughout the knowledge repo codebase. 4 (other versions may be affected as well) which allows remote attackers to This is a git repository that stores documents called "Knowledge Posts" in a format compatible with the Knowledge Repo project. Absolutely. runserver I get the following message WARNING:root:Gunicor Hello, I am attempting to spin up knowledge repo locally. 4 through PIP by following official docs in the repo. 3. I am trying to setup knowledge repo for our org and I need to fix and modify few things. CREATE DATABASE knowledge; in mysql); and then just point the knowledge_repo script at that database. - airbnb/knowledge-repo Skip to content Navigation Menu airbnb / knowledge-repo Public. 177. Public Exploit/PoC Code : 0. Contents 1 Installation 1 2 Installation with a Python Virtual Environment3 3 Quickstart 5 Knowledge Repo only support masterbranch right now, for new created Git knowledge repositories follow steps below to update default branch. knowledge_repo --repo app/ deploy. CISA Actively Exploited : 0. Our team here has used it in the past for internal reporting and it sped up every aspect of Hi @sryza!. - Releases · airbnb/knowledge-repo A next-generation curated knowledge sharing platform for data scientists and other technical professions. - Issues · airbnb/knowledge-repo I tried to host a knowledge-repo (airbnb) on heroku. I'm planning to work on an official Docker recipe that would spin up an instance with a working SQL database and will probably use some of your work for this. com and signed with GitHub’s verified signature. md at master · airbnb/knowledge-repo Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Hello, guys! There is a cross-site scripting (XSS) vulnerability in the Knowledge Repo 0. I am experiencing some problems with deploying knowledge repo with the database specified above. If you are looking to create a new Knowledge Repo repository or I see there has been some recent activity of PRs being merged to Knowledge Repo. Notifications You must be signed in to change notification settings; Fork 689; Star 5. Host and manage packages Hi @redyaffle,. First of all: thanks for the great work! I was wondering whether it is still possible to use a custom KnowledgePostProcessor without forking knowledge_repo and adding it to /postprocessors/, directly. knowledge_repo_config. Toggle navigation. If you are looking to contribute a post to this repository, please refer to the below quickstart guide or the upstream documentation . Host and manage packages A next-generation curated knowledge sharing platform for data scientists and other technical professions. When I run knowledge_repo --repo . However, this is already a useful tool for sharing studies and researches through notebooks and markdown which are common in Data Science work. Sharing multiple instances from the same Flask server is, as you know, possible using the MetaKnowledgeRepository. Code; Issues 124; Pull requests 11; Actions; Projects 0; Wiki; Security; Insights New issue Have a question about this project? Sign up for a Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj We are experiencing a problem when submitting new posts. Hi Jakub, Sorry about the delayed response. For example:. /example_repo preview project/example_ipynb Issue: Run running knowledge_repo --repo datasci_knowledge/ runserver gives the following output. - Labels · airbnb/knowledge-repo A next-generation curated knowledge sharing platform for data scientists and other technical professions. Using a null encryption key can easily weaken the security of the encryption measure or even turn to zero, and the attacker can easily get the plaintext information through the ciphertext. I am just a little lost on how to deploy. I found several issues, e. 18. I've been trying out knowledge-repo and came across multiple problems that seems to have resulted from following the old documentation on knowledge-repo. This is useful if you are starting a repository on a remote service like GitHub, as this allows you to clone the remote repository as per normal; run this script; and then push the initialization back into the remote service using git push. Internally, we call it the The Knowledge Repo includes tooling to create Knowledge Posts from a variety of commonly used formats, such as Jupyter and R Markdown notebooks. 7 Steps to reproduce: pip install --upgrade "knowledge-repo[all]" knowledge_repo --version Local version: adding pin for nbconvert <6. 7. It is not recommended to use NULL as the encryption key. Then I initialized empty knowledge repo and run the WebUI: knowledge_repo --repo . Part of this process is giving some much needed TLC to our usage of the system, but we are also doing our best to hopefully help the upstream product and contribute back where possible. The knowledge_repo script has grown organically since it was created, and there are a few confusing properties of the script (such as when to use the -p option with the add action). readthedocs. Number Published CVE ID Severity A next-generation curated knowledge sharing platform for data scientists and other technical professions. Then you just need to add 'extract_images_to_s3' to the postprocessors list inside of the same file. The knowledge graph is our solution to this need, giving us the technical scalability we need to power all of Airbnb’s verticals and the flexibility to define abstract relationships. The following information may be useful: Thus far I have only used runserver to view the knowledge feed. Auto-reviewers: @NiharikaRay @matthewwardrop @earthmancash @danfrankj Airbnb’s Knowledge Repo has been revolutionary for sharing and benefiting from data science at scale. lqhg zhinvj oaxpx cugs zfblmby eao noejoi dkr mmggn xpn