REPOGEO REPORT · LITE
asg017/sqlite-vss
Default branch main · commit 8d3c6ff2 · scanned 6/25/2026, 11:36:53 AM
GitHub: 1,995 stars · 73 forks
Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.
3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface asg017/sqlite-vss, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Rephrase the 'not in active development' warning in the README
Why:
CURRENT> [!WARNING] > `sqlite-vss` is not in active development. Instead, my effort is now going towards `sqlite-vec`, which is a similar vector search SQLite extension, but should be much easier to install and use than `sqlite-vss`. See this blog post for more info.
COPY-PASTE FIX> [!NOTE] > `sqlite-vss` is a stable and maintained SQLite extension for vector search, particularly useful for existing projects or those requiring Faiss integration. For new projects, consider `sqlite-vec`, a similar vector search SQLite extension that is under active development and designed for easier installation and use. See this blog post for more info on `sqlite-vec`.
- mediumhomepage#2Add a homepage URL to the About section
Why:
COPY-PASTE FIXhttps://asg017.com/blog/introducing-sqlite-vss/
- lowtopics#3Add 'embedded-database' to topics
Why:
CURRENTfaiss, sqlite, sqlite-extension, vector-search
COPY-PASTE FIXfaiss, sqlite, sqlite-extension, vector-search, embedded-database
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- LanceDB · recommended 2×
- VSS (Vector Similarity Search) SQLite Extension · recommended 1×
- Faiss (Facebook AI Similarity Search) · recommended 1×
- Hnswlib · recommended 1×
- pgvector · recommended 1×
- CATEGORY QUERYHow to perform vector similarity search directly within a SQLite database?you: not recommendedAI recommended (in order):
- VSS (Vector Similarity Search) SQLite Extension
- LanceDB
- Faiss (Facebook AI Similarity Search)
- Hnswlib
- pgvector
AI recommended 5 alternatives but never named asg017/sqlite-vss. This is the gap to close.
Show full AI answer
- CATEGORY QUERYTool for adding vector embeddings search capabilities to an existing SQLite application?you: not recommendedAI recommended (in order):
- Vearch
- LanceDB
- Chroma
- Faiss
- Annoy
AI recommended 5 alternatives but never named asg017/sqlite-vss. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of asg017/sqlite-vss?passAI named asg017/sqlite-vss explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts asg017/sqlite-vss in production, what risks or prerequisites should they evaluate first?passAI named asg017/sqlite-vss explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo asg017/sqlite-vss solve, and who is the primary audience?passAI named asg017/sqlite-vss explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of asg017/sqlite-vss. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/asg017/sqlite-vss)<a href="https://repogeo.com/en/r/asg017/sqlite-vss"><img src="https://repogeo.com/badge/asg017/sqlite-vss.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
asg017/sqlite-vss — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite