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🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

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Typo 1: https://github.com/decodingml/llm-twin-course/blob/c2617da15fde888df28548786fc799c94b769eb7/course/module-4/pyproject.toml#L6

I'm using mac M1 (macOS Sonoma), I run "make local-start". After that, when I run "make local-test-cdc" I got: " An error occurred: mongo1:30001: [Errno 8] nodename nor servname provided,...

I tried to build this project from scratch incrementally but found the Github Action will fail in the job `build` because the `Dockerfile` is missing in `./course/module-1`: ``` buildx failed...

{"statusCode": 200, "body": "Link processed successfully"}% (llm-twin) goutamgupta@goutamguptas-MacBook-Pro llm-twin-course % docker logs llm-twin-bytewax 2024-08-07 10:04:59 [info ] Couldn't access the collection. Creating a new one... cls=data_flow.stream_output collection_name=cleaned_posts 2024-08-07 10:04:59 [info...

Since we are employing a microservice architecture. Is it possible to run each docker fully contained in its own ecosystem so we can see it function on its own without...

The build i failing while `Generating model build environment` (in Qwak dashboard) after running `make build-llm-microservice` command. Following are the logs from Qwak dashboard. How can i fix this? (truncted...

Thank you for your selfless sharing! I hope this message finds you well. I am new to this project and very excited about contributing to it. I have gone through...

Hi, when I learning in this [course](https://medium.com/decodingml/the-role-of-feature-stores-in-fine-tuning-llms-22bd60afd4b9), found that >In [insert_data_mongo.py](https://github.com/decodingml/llm-twin-course/blob/main/course/module-3/insert_data_mongo.py) we already prepare articles and posts, crawled from our platforms. in `2. Insert Data into MongoDB`, the [insert_data_mongo.py](https://github.com/decodingml/llm-twin-course/blob/main/course/module-3/insert_data_mongo.py) is...

We have been following your tutorial, amazing work! The instructions and the code are not aligned can you please help? We are working on this, would you like to collaborate...

Hi, It's a bit silly, but I want to ask about the way you write base class in file /1-data-crawling/crawlers/base.py. Can you explain the reason you separate it into two...