vector-databases
Vector Databases
Store and search embeddings for RAG, semantic search, and similarity applications.
Comparison
| Database | Best For | Filtering | Scale | Managed Option |
|---|---|---|---|---|
| Chroma | Local dev, prototyping | Yes | < 1M | No |
| FAISS | Max speed, GPU, batch | No | Billions | No |
| Qdrant | Production, hybrid search | Yes | Millions | Yes |
| Pinecone | Fully managed | Yes | Billions | Yes (only) |
| Weaviate | Hybrid search, GraphQL | Yes | Millions | Yes |
Chroma
Embedded vector database for prototyping. No server needed.
More from eyadsibai/ltk
document-processing
Use when working with "PDF", "Excel", "Word", "PowerPoint", "XLSX", "DOCX", "PPTX", "spreadsheets", "presentations", "extract text", "merge documents", "convert documents", or asking about "office document manipulation
892file-organization
Use when "organizing files", "cleaning up folders", "finding duplicates", "structuring directories", or asking about "Downloads cleanup", "folder structure", "file management
336literature-review
Use when "literature review", "research synthesis", "systematic review", "academic search", or asking about "find papers", "cite sources", "research gaps", "meta-analysis", "bibliography
226resume-generator
Use when "tailoring resume", "job application", "CV customization", "ATS optimization", or asking about "resume writing", "career transition", "job description matching
138content-writing
Use when "writing articles", "blog posts", "content creation", "research writing", "technical writing", or asking about "outlining", "citations", "improving hooks", "writing feedback
120agent-browser
Use when automating browser interactions via CLI, filling forms, taking screenshots, scraping pages, or asking about "agent-browser", "browser automation", "headless browser", "web scraping", "form filling", "Vercel browser
103