Chandra Nandan @implicitdefcnc
Crafting code into Hyperpower. 🇮🇳 Joined March 2024-
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open-source tool to expose your FastAPI endpoints as Model Context Protocol tools with zero config. Simple. Flexible. Production-ready.
Do you remember when you joined X? I do! #MyXAnniversary
Want to run DeepSeek AI locally in Docker with Ollama? 🔗 Read here: chandranandan.medium.com/running-deepse… #DeepSeek #DockerAI #Ollama #SelfHostedAI #AIModels #MachineLearning #AIInfra #DeepLearning #ArtificialIntelligence #AIResearch #MachineLearningModels #NeuralNetworks #AIEngineering
Since DeepSeek R1's release, very quickly AWS, Azure, Fireworks AI, Groq, Hugging Face, SambaNova and Together AI all started to host R1 variants. What's the "best" model changes frequently, and so developers often want to try out new ones. The aisuite package, which helps…
Git has 152 commands. But most people don't know the powerful commands. Here are the 4 must-know Git commands (that one day might save you):
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Python clean code tip: Avoid checking if the key already exists in a dictionary before using it by using defaultdict. Example 👇
Python tip: The "@dataclass" decorator automatically generates standard methods like __init__, __repr__, and __eq__ based on class attributes 👇
Merging dictionaries in #Python? Old way: {**dict1, **dict2} Since 3.9, try this more elegant way: dict1 | dict2 For in-place updating: dict1 |= dict2
In TDD, you write tests before the code 🤯 This can feel odd at first, but it ensures great test coverage and better design. 🚀 Your code can become easier to maintain + you gain increased confidence in its functionality. ✨💡 Here is a quick intro: youtube.com/watch?v=2jhFkF…
Tip: decouple the data access layer using the Repository Pattern 🚀 This pattern allows us to swap out our backend (DB, text file, CSV, etc.) easily, reducing tight coupling and improving flexibility. 💡 📈 #Python example below using sqlmodel + csv:
deep dive dev @deepdivedevs
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