DataChazGPT (not a bot) Profile picture
Dec 30, 2021 16 tweets 22 min read Read on X
2021's been an eventful year!

- Spoke at @brighonSEO & #TechSEOBoost
- Created seopythonistas.com in @hamletbatista's honour
- Got my 1st #Python contract, then an ace DevRel job at @streamlit 🎈
- Published 7 apps used by SEOs & Data scientists

Apps recap is here! ↓🧵 Image
1. Keyword Clustering app

My 1st collab with the great @LeeFootSEO!

Cluster your keywords & calculate:

✓ Traffic/volume per cluster
✓ CPC/KW difficulty
✓ Much more!

🎈 App → share.streamlit.io/charlywargnier…
📰 Post → charlywargnier.com/post/introduci…
⚡ Powered by Polyfuzz Image
2. What The FAQ

Leverage the power of Google T5 & @huggingface Transformers to generate FAQs directly from URLs! 🤗

🎈 App → share.streamlit.io/charlywargnier…
📰 Post → charlywargnier.com/post/wtfaq-an-…
⚡Powered by NLTK & @Google T5 via @huggingface Image
3. Auto-SEO forecasting with StreamProphet

Connect to Search Console and visualise your forecasted traffic in a few clicks!

🎈 App →
share.streamlit.io/charlywargnier…
📰 Post → charlywargnier.com/post/auto-seo-…
⚡ Powered by Google Search Console API and @Facebook Prophet
4. Wiki Topic Grapher

My 1st collab w/ the great @jroakes!

✓ Retrieve entity relationships from Wikipedia (URLs or topics)
✓ Get interactive graphs for connected entities!

🎈 App → share.streamlit.io/charlywargnier…
📰 Post → charlywargnier.com/post/introduci…
🐙 GH → github.com/CharlyWargnier…
5. BERT Keyword Extractor

Quickly generate keywords & key phrases by leveraging @huggingface Transformers & various #BERT embeddings!

🎈 App →
share.streamlit.io/charlywargnier…
📰 Post → charlywargnier.com/post/introduci…
⚡ Powered by @MaartenGr's KeyBERT & @huggingface Transformers Image
6. Keyword to URL Mapper

Automatically map your keywords/internal search terms to your crawled URLs from a @screamingfrog crawl! 🐸

Released as part of my @brightonseo talk in March 2021.

🎈 App → share.streamlit.io/charlywargnier…
🐙 GH → github.com/CharlyWargnier… Image
7. StreamBack Machine

Leverage the power of @waybackmachine's API to bulk-retrieve the oldest, newest & custom-dated versions of archived URLs!

🎈 App → streambackmachine.herokuapp.com
📰 Post → charlywargnier.com/post/streambac…
As a bonus, I've also added the 3 @streamlit apps I created at the end of last year! 😊

Here they are! ↓🧵
8. StreamEA Entity Analyser

Extract and analyse entities at scale via the Google Natural Language API, directly from web pages!

🎈 App → streamea-entity-analyzer.herokuapp.com
📰 Post → charlywargnier.com/post/streamea-…
⚡ Powered by @googlecloud's Natural Language API
9. StreamSuggest

✓ Bulk retrieve auto-complete suggestions from Google & Bing!
✓ Visualise all in a tree or tabular form
✓ Export results to CSV

🎈 App → streamsuggest.herokuapp.com
📰 Post → charlywargnier.com/post/streamsug…
⚡ Powered by Google Suggest API & Bing Suggest API
10. HTTP Code Checker

A code checker built in #Python & released as part of my @RankSense webinar w. RIP @hamletbatista ❤️

✓ Get status codes
✓ Get redirects
✓ Export them all!

🎈 App → share.streamlit.io/charlywargnier…
📰 Post → ranksense.com/how-to-build-a…
⚡ Powered by @ApacheECharts Image
Lastly, huge thanks and shootouts to the folks who always support and inspire me! Sorry if I missed you! :)

@aleyda
@andfanilo
@ankur0209
@antoineripret
@areej_abuali
@bertiecharlton
@ChouinardJC
@cyberandy
@darth_na
@digitalquokka
@dsottimano
@fighto
Cos' shootouts couldn't all fit in two tweets!

@jlhernando
@natzir9
@d4ni_s
@thedataprof
@tuf
@tylerjrichards
@VincentTerrasi
@zchtodd

I wish the best to everyone in 2022! 🎉

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More from @DataChaz

Sep 5, 2023
I'm SO excited about our @Streamlit #LLM Hackathon kicking off today! 🎈🚀

Build an innovative LLM app, and get ace prizes from our amazing partners:

- @LangChainAI
- @AssemblyAI
- @Weaviate_io
- @Llama_Index
- @ClarifAI

🔗 Join:

More below 🧵↓ streamlit.io/community/llm-…

💡 Rules:

Build an innovative #LLM-based @Streamlit app that incorporates at least one of the following LLM technologies:

- @LangChainAI
- @AssemblyAI
- @Weaviate_io
- @Llama_Index
- @ClarifAI

- There are 5 “Most Innovative Use” prize categories, one for each partner listed above.
- In each category, there will be two lucky app winners.
You can submit your app alone, or as a team of two.
- Winners will be announced by October 5.
Image
🧑‍⚖️ Judging:

- Inventive: Your app offers unique features not present in other @Streamlit apps.
- Error-Free: No errors detected during app testing.
- Public GitHub Repo:
Your app’s source code is public—using secrets management to protect your API keys and credentials.
- Hosted on Community Cloud: Your app must be publicly accessible on Streamlit's Community Cloud.
- Tools Used: Incorporates at least one partner such as LangChain, LlamaIndex, Weaviate, AssemblyAI, or Clarifai.
- LLM Pain Points: Bonus for addressing LLM challenges like transparency, trust, accuracy, privacy, cost-efficiency, or ethics.
Image
Read 11 tweets
Jul 25, 2023
Want to try out @Meta's latest open-sourced #AI chatbot, #Llama2?

Here are three (FREE!) ways to do it! 🧵↓ Image
@perplexity_ai 2 - via @huggingface! 🤗

Read 6 tweets
Jul 20, 2023
Amazing new #SpeechRecognition release by @AssemblyAI! 🔥

Their new #Conformer2 model, trained on a vast 1.1M hours of audio data, is here, marking a 170% increase in training compared to its predecessor!

Let's dive in!

🧵↓

1/6
.@AssemblyAI's versatile new algo handles a huge range of speech recognition tasks:

✔️ Transcription
✔️ Summarization
✔️ Topic detection
✔️ Content moderation
✔️ Sentiment analysis
✔️ Entity detection & more!

A real Swiss army knife for efficient audio & text processing!

2/6 Image
Built on a scaled-up version of Google Brain's Conformer architecture, #Conformer2 takes cues from the scaling laws discovered by @GoogleDeepMind! 🧠

This larger training data set aims for greater accuracy in transcriptions, even for challenging audio data!

3/6 Image
Read 7 tweets
Jun 28, 2023
You've been waiting for it, and now the Chat is out of the bag! 🎉

Starting today you can build your own #AI-powered chatbots with @Streamlit's stunning new chat UI!

Everything is programmable: input, output, everything.

More details and tutorials 🧵↓

#SnowflakeSummit2023 https://t.co/7dQ3YCmFJ6twitter.com/i/web/status/1…
There are two elements to our new () widget.

chat_message and chat_input

First, chat_message inserts a chat message container:

𝚠𝚒𝚝𝚑 𝚜𝚝.𝚌𝚑𝚊𝚝_𝚖𝚎𝚜𝚜𝚊𝚐𝚎("𝚞𝚜𝚎𝚛"):
𝚜𝚝.𝚠𝚛𝚒𝚝𝚎("𝙷𝚎𝚕𝚕𝚘 👋")

Check our docs: https://t.co/hPwPPMAhq0 https://t.co/UYQsDwRrxe https://t.co/qcAUieiSJost.chat
docs.streamlit.io/library/api-re…
twitter.com/i/web/status/1…
The second element, chat_input, displays a customisable chat input widget.

- Demo:

- Check our docs: https://t.co/ffkgjauwBU https://t.co/PXkpYm7P3P https://t.co/QJMcLQVnbjdoc-chat-input.streamlit.app/?utm_medium=oe…
docs.streamlit.io/library/api-re…
twitter.com/i/web/status/1…
Read 7 tweets
Jun 26, 2023
.@Fanilo reacts to the most popular @Streamlit LLM apps! 🎈

Listing all the apps in the 🧵↓

#1 KnowledgeGPT:

Allows you to upload a document and receive answers to questions you ask about it, including references to the source!

knowledgegpt.streamlit.app
#2 SEO ChatBot

A cool @Streamlit LLM app, trained on SEO-related corpora, that answers questions related to SEO.

seo-chat-bot.streamlit.app
Read 10 tweets
Jun 23, 2023
Take your dataframes to the next level with column configuration! 🔥

With our latest release (@Streamlit 1.23.0), you can now customize all columns in your dataframes to add images, hyperlinks, sparklines, and more! 🎈

Well done @lukasmasuch, @jrieke and team!

Links below ↓
Here's the demo app:
column-config.streamlit.app
Read 4 tweets

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