The SQLite for Vectorslite, save, accessAnywhere
Embed vector search in any app — no server, no cloud, no limits.
Feather products power top engineering teams
Packets - A atomic small memory for
embedded and framework
Distributed, structured memory packets designed for high-performance vector operations and seamless framework integration.
Visibility & control
See exactly what's happening at every step of your vector search. Steer your database to accomplish critical tasks the way you intended.
Fast iteration
Rapidly move through build, test, deploy, learn, repeat with workflows across the entire vector engineering lifecycle.
Durable performance
Ship at scale with vector infrastructure designed for long-running workloads and edge deployment.
Model neutral
Swap models, tools, and databases without rewriting your app. Future-proof your stack as AI advances with no vendor lock-in.
Your vector engineering stack
Open Source Framework
Feather Core
Feather Core helps you ship quickly with less code using a pre-built vector database architecture and model integrations.
Learn moreVector Engineering Platform
Feather Cloud
Observability
See exactly what your vector database is doing
Evaluation
Improve vector search quality with evals
Deployment
Deploy with infrastructure built for vectors
Explore top vector search use cases
RAG Applications
Build native RAG into your application to unlock new end user experiences for domain-specific tasks.
Local LLMs
Give all applications access to vector search in a compliant manner so they can perform their best.
Edge AI
Improve the speed and efficiency of edge devices that handle vector queries.
Research
Synthesize data, summarize sources, and uncover insights faster for knowledge work.
Code generation
Accelerate software development by automating vector search, indexing, and documentation for your team.
AI Search
Offer a concierge experience to guide users to products or information in a personalized way.
Trusted by developers worldwide
Learn alongside the 1 million+ practitioners who are pushing the industry forward
- Developers
- Vector Operations
- Uptime
- Latency