Yujian Tang - LLM Stack Market Map - April 2025
FreeVisual map of the LLM tool landscape, focused on AI-native retrieval and data storage.
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About Yujian Tang - LLM Stack Market Map - April 2025
Yujian Tang's LLM Stack Market Map is a visual resource that maps out the AI-native tool landscape for building LLM applications, with a focus on retrieval and data storage categories. The map includes logos of key tools and services, with names beneath each logo, and represents an evolving, community-collaborative effort to understand the infrastructure layers required for modern AI stacks. The post invites collaboration on building different stacks using these tools together.
Key Features
Covers retrieval and data storage categories in the LLM stack
Logos of AI-native tools with names beneath each
Community-collaborative; invites building stacks together
Focuses on AI-native tools rather than all available options
Pros & Cons
Pros
- Provides a visual, at-a-glance overview of the LLM tool ecosystem
- Focuses on AI-native tools, relevant for modern AI development
- Free and publicly accessible resource
- Encourages community collaboration and discussion
Cons
- Not exhaustive; many tools exist outside the AI-native scope
- Snapshot in time (April 2025) – landscape evolves quickly
- Lacks detailed tool comparisons or evaluations
- Mainly oriented toward retrieval and storage categories
Best For
Understanding the landscape of AI-native tools for LLM infrastructureIdentifying key players in retrieval and data storage for LLM appsPlanning and building tech stacks for AI projectsEducational reference for developers and AI engineers
FAQ
What is the LLM Stack Market Map?
It is a visual resource created by Yujian Tang that maps AI-native tools used in the LLM stack, particularly in retrieval and data storage categories.
What categories does the map cover?
The map focuses on retrieval and data storage, though the post mentions it includes tools that do more than store data.
Is this map regularly updated?
The post is from April 2025 and represents a revamped version; updates depend on the creator's activity.
Can I collaborate on building stacks with these tools?
Yes, the post invites readers to reach out to Yujian Tang to work on building different stacks using one or more of the mapped tools.