AI Letters #11 - Dependency Hell: What Actually Installs With Each LLM Framework
· 3 min read
267 packages sounds alarming. But the real story isn't the raw count - it's which packages both frameworks pin, and where those pins fight each other. The pydantic conflict alone has broken production installs for thousands of teams.
This letter was first published on AI Letters →
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Interactive Data Stories
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Dependency Philosophy Timeline →
How LangChain, LlamaIndex, and SynapseKit's dep footprints evolved from Oct 2022 to today. The design decisions that explain why the numbers are what they are.
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Dependency Category Explorer →
Click through HTTP, Serialization, Own Ecosystem, NLP, and DB/Storage layers. See exactly what each framework pulls in - and why - per category.
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Overlap & Version Conflict Analysis →
The 14 shared packages, the pydantic HIGH risk conflict, HTTP client redundancy table, and overall conflict risk radar - all in one dashboard.