Forwarded from Solo codes (Brook Solomon)
Introducing Telegram Search Engine ๐
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
โ Channel discovery โ keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels
โ AI analysis โ a local LLM classifies every channel, writes a summary, no API keys.
โ Real search โ typo-tolerant, relevance-ranked search (Meilisearch)
โ Quality scoring โ channels ranked by activity, content quality, network influence (PageRank) & freshness
โ Community graph โ an interactive, Obsidian-style map of how channels reference each other.
๐ณ Self-hosted & open source โ one docker (Postgres + search + API + UI).
The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/
explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine
TSE is a telegram crawler you can build other projects on top of.
Out of the box it comes with:
โ Channel discovery โ keyword "phone" and it will search using that or give it a seed channel -> link-graph crawling (follows mentions, forwards) that snowballs seeds into thousands of channels
โ AI analysis โ a local LLM classifies every channel, writes a summary, no API keys.
โ Real search โ typo-tolerant, relevance-ranked search (Meilisearch)
โ Quality scoring โ channels ranked by activity, content quality, network influence (PageRank) & freshness
โ Community graph โ an interactive, Obsidian-style map of how channels reference each other.
๐ณ Self-hosted & open source โ one docker (Postgres + search + API + UI).
The live demo explores a frozen snapshot of tech-community channels as a proof of concept.
https://telegramsearchengine.dev/
explore and also drop a star : https://github.com/Brooksolomon/Telegram-Search-Engine
A small reminder for all of us
I think many of us don't fully appreciate what we already have.
Clean water.
Food on the table.
A home to sleep in.
The freedom to learn.
The opportunity to go to school.
Peace.
Family.
Health.
A normal day.
For millions of people around the world, these are not ordinary things. They are luxuries.
Many people wake up every day worrying about things most of us never even think about.
And at the same time, there are people who spend their lives hurting others โ taking what they didn't earn, destroying what others built, benefiting from the suffering of those around them.
The world has both kindness and cruelty.
So let this be a reminder:
Be grateful for what you have.
Work hard to improve your life.
Work hard to improve the lives of the people around you.
And if possible, leave your community better than you found it.
There are many kind people who need support, encouragement, and someone to stand beside them.
And there are many harmful things happening in the world that require good people to step forward and do something about them.
One thing I've realized is that helping others is one of the most powerful things a person can do.
And helping doesn't always mean money.
Sometimes it's:
โข a smile
โข a kind word
โข listening to someone's story
โข checking on a friend
โข sharing knowledge
โข encouraging someone who is struggling
Small acts can carry enormous weight.
If you're feeling overwhelmed, tired, or simply need a reminder that goodness still exists, I have a small gift for you today ๐ฅน
Take some time, watch this video, and explore the channel behind it:
https://www.youtube.com/watch?v=IxpyRykQEQ8&list=PLzZol22jG6OdNiK0CHe6vdDU-STSI7uuo&index=3
May we become people who are grateful for what we have, ambitious about what we can become, and generous in what we give to others. ๐ค
@Code and Thought
I think many of us don't fully appreciate what we already have.
Clean water.
Food on the table.
A home to sleep in.
The freedom to learn.
The opportunity to go to school.
Peace.
Family.
Health.
A normal day.
For millions of people around the world, these are not ordinary things. They are luxuries.
Many people wake up every day worrying about things most of us never even think about.
And at the same time, there are people who spend their lives hurting others โ taking what they didn't earn, destroying what others built, benefiting from the suffering of those around them.
The world has both kindness and cruelty.
So let this be a reminder:
Be grateful for what you have.
Work hard to improve your life.
Work hard to improve the lives of the people around you.
And if possible, leave your community better than you found it.
There are many kind people who need support, encouragement, and someone to stand beside them.
And there are many harmful things happening in the world that require good people to step forward and do something about them.
One thing I've realized is that helping others is one of the most powerful things a person can do.
And helping doesn't always mean money.
Sometimes it's:
โข a smile
โข a kind word
โข listening to someone's story
โข checking on a friend
โข sharing knowledge
โข encouraging someone who is struggling
Small acts can carry enormous weight.
If you're feeling overwhelmed, tired, or simply need a reminder that goodness still exists, I have a small gift for you today ๐ฅน
Take some time, watch this video, and explore the channel behind it:
https://www.youtube.com/watch?v=IxpyRykQEQ8&list=PLzZol22jG6OdNiK0CHe6vdDU-STSI7uuo&index=3
May we become people who are grateful for what we have, ambitious about what we can become, and generous in what we give to others. ๐ค
@Code and Thought
โค2๐1
Japan's team๐ฅ
Character is what people do when there is no immediate reward and no punishment.
Nobody was paying those fans to clean the stadium. There was no trophy for leaving the locker room spotless.
They did it because they believed it was the right thing to do.
Character is what people do when there is no immediate reward and no punishment.
Nobody was paying those fans to clean the stadium. There was no trophy for leaving the locker room spotless.
They did it because they believed it was the right thing to do.
โค2
Forwarded from MissCoder /niya.dev โจ (MCโจ)
CodeLore V0 is outttt ๐ฅ
Hey everyone ๐
I've been working on something called CodeLore, and v0 is finally out ๐
CodeLore is a place where programming concepts are explained using stories, chaos, and weird analogies so they're easier to understand and remember.
You can:
โ Read lores from the community
โ Write and publish your own
โ like the good ones
โ Search by topic or tag
โ Share them anywhere
โ Install it as a mobile app
Built with React, TypeScript, Tailwind, Framer Motion, and Supabase.
Honestly, this started as a personal project to store the creative analogies I come up with while learning.
Later, I thought it would be cool to make it available for others who want a place to save and share their own explanations.
If you're someone who likes getting creative while learning, give it a try ๐
https://code-lore-flax.vercel.app/
I'd be happy to hear your feedback and suggestions ๐
#projects
Hey everyone ๐
I've been working on something called CodeLore, and v0 is finally out ๐
CodeLore is a place where programming concepts are explained using stories, chaos, and weird analogies so they're easier to understand and remember.
You can:
โ Read lores from the community
โ Write and publish your own
โ like the good ones
โ Search by topic or tag
โ Share them anywhere
โ Install it as a mobile app
Built with React, TypeScript, Tailwind, Framer Motion, and Supabase.
Honestly, this started as a personal project to store the creative analogies I come up with while learning.
Later, I thought it would be cool to make it available for others who want a place to save and share their own explanations.
If you're someone who likes getting creative while learning, give it a try ๐
https://code-lore-flax.vercel.app/
I'd be happy to hear your feedback and suggestions ๐
#projects
Code and Thought
Japan's team๐ฅ Character is what people do when there is no immediate reward and no punishment. Nobody was paying those fans to clean the stadium. There was no trophy for leaving the locker room spotless. They did it because they believed it was the rightโฆ
Who's your fan in World Cup 2026โMessi, Ronaldo, or another GOAT?
For me, it's the Japanese people.
People saw Japan's football fans cleaning stadiums after matches and thought the story was about cleanliness.
It wasn't.
The real story was about culture.
A football team doesn't suddenly become disciplined on the world stage. Citizens don't wake up one morning and decide to respect public spaces. Nations don't accidentally produce generations of responsible people.
What the world saw in Japan was the visible result of values that had been taught, practiced, rewarded, and reinforced for decades.
A clean stadium is not the achievement.
The achievement is raising people who clean it without being told.
A respectful football team is not the achievement.
The achievement is raising children who grow into adults who value discipline, humility, responsibility, and service.
Systems build people.
Then people build nations.
The lesson is profound: every society is producing something, whether intentionally or unintentionally. The habits we tolerate today become the culture of tomorrow. The values we teach children today become the character of a nation tomorrow.
Great societies are rarely built by a single leader, a policy, or a moment of inspiration. They are built through millions of small actions repeated consistently over generations.
Showing up on time.
Keeping promises.
Taking responsibility.
Respecting others.
Doing the right thing when nobody is watching.
These may seem like small things, but history shows they are not small at all.
A nation's future is hidden in its daily habits.
Japan reminded the world that excellence is not only about winning trophies. Sometimes the most impressive victory is building a culture that produces honorable people.
Character is not an event.
It is a system.
And every generation decides what kind of system it will leave behind.
As someone who grew up watching anime, I feel a deep connection to Japanese culture. The moral values reflected in their stories, films, and everyday life have always stood out to me. There is so much to learn from Japan and its people.
They have managed to preserve their values in an age where information is everywhereโand where the worst influences are just as accessible as the best.
just amazed!
@code and thought
For me, it's the Japanese people.
People saw Japan's football fans cleaning stadiums after matches and thought the story was about cleanliness.
It wasn't.
The real story was about culture.
A football team doesn't suddenly become disciplined on the world stage. Citizens don't wake up one morning and decide to respect public spaces. Nations don't accidentally produce generations of responsible people.
What the world saw in Japan was the visible result of values that had been taught, practiced, rewarded, and reinforced for decades.
A clean stadium is not the achievement.
The achievement is raising people who clean it without being told.
A respectful football team is not the achievement.
The achievement is raising children who grow into adults who value discipline, humility, responsibility, and service.
Systems build people.
Then people build nations.
The lesson is profound: every society is producing something, whether intentionally or unintentionally. The habits we tolerate today become the culture of tomorrow. The values we teach children today become the character of a nation tomorrow.
Great societies are rarely built by a single leader, a policy, or a moment of inspiration. They are built through millions of small actions repeated consistently over generations.
Showing up on time.
Keeping promises.
Taking responsibility.
Respecting others.
Doing the right thing when nobody is watching.
These may seem like small things, but history shows they are not small at all.
A nation's future is hidden in its daily habits.
Japan reminded the world that excellence is not only about winning trophies. Sometimes the most impressive victory is building a culture that produces honorable people.
Character is not an event.
It is a system.
And every generation decides what kind of system it will leave behind.
As someone who grew up watching anime, I feel a deep connection to Japanese culture. The moral values reflected in their stories, films, and everyday life have always stood out to me. There is so much to learn from Japan and its people.
They have managed to preserve their values in an age where information is everywhereโand where the worst influences are just as accessible as the best.
just amazed!
@code and thought
๐2
Opened one of my old notebooks today and found a note of books I didn't remember reading... For real, if I got one of these books again, I would read it again.
So I asked myself: why did I forget about them? The only reason I can think of is that there's no new information on this kind of book. I'm not saying the books are unimportant, but I think I read this kind of book, listened to podcasts with this content, and underwent a lot of training. Now I guess there's nothing left... except implementation. ๐คทโโ๏ธ
So I asked myself: why did I forget about them? The only reason I can think of is that there's no new information on this kind of book. I'm not saying the books are unimportant, but I think I read this kind of book, listened to podcasts with this content, and underwent a lot of training. Now I guess there's nothing left... except implementation. ๐คทโโ๏ธ
๐ฅฐ2
Do you want me to share some concepts from the notes I took while reading?
I actually have a lot of notebooks; I like taking notes while reading and I take that seriously. The Corona regime was my reading era, so I can share if you guys love it.
I will consider this idea as 'yes' if this post reaches 10 rxn. ๐คฉ
I actually have a lot of notebooks; I like taking notes while reading and I take that seriously. The Corona regime was my reading era, so I can share if you guys love it.
I will consider this idea as 'yes' if this post reaches 10 rxn. ๐คฉ
๐ฅ7โค2๐1๐ค1
Code and Thought
AfterQuery is back join in this link
portfolio and resume๐โโ๏ธ
i have to work on this two for real
i have to work on this two for real
Forwarded from Crisp Labs
On amazing news today...
2 Ethiopian girls have joined the YC 2026 Summer Batch.
They built Osmaura, which is an Ai growth engine for law firms.
more on it here [ Osmaura on YC ]
@CrispLabs
2 Ethiopian girls have joined the YC 2026 Summer Batch.
They built Osmaura, which is an Ai growth engine for law firms.
more on it here [ Osmaura on YC ]
@CrispLabs