REPOGEO REPORT · LITE
philippgille/chromem-go
Default branch main · commit fbeda8ab · scanned 6/10/2026, 8:32:05 AM
GitHub: 972 stars · 66 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.
2 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 philippgille/chromem-go, 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#1Clarify README's opening to explicitly disassociate from Chrome browser
Why:
CURRENTEmbeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
COPY-PASTE FIXAn embeddable vector database for Go with a Chroma-like interface and zero third-party dependencies. It is an in-memory database with optional persistence, and is not related to the Google Chrome browser or its DevTools Protocol.
- mediumhomepage#2Add a homepage URL to the repository settings
Why:
COPY-PASTE FIXhttps://pkg.go.dev/github.com/philippgille/chromem-go
- lowtopics#3Prioritize key vector database and RAG topics
Why:
CURRENTchroma, chromadb, cosine-similarity, embedded, embeddings, go, golang, in-memory, llm, llms, nearest-neighbor, rag, retrieval-augmented-generation, vector-database, vector-search
COPY-PASTE FIXvector-database, vector-search, rag, retrieval-augmented-generation, llm, llms, embeddings, embedded, in-memory, go, golang, chroma, chromadb, cosine-similarity, nearest-neighbor
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.
- Hnswlib · recommended 1×
- hnswgo · recommended 1×
- hnsw · recommended 1×
- Faiss · recommended 1×
- go-faiss · recommended 1×
- CATEGORY QUERYHow to add in-memory vector search capabilities to my Go application without external services?you: not recommendedAI recommended (in order):
- Hnswlib
- hnswgo
- hnsw
- Faiss
- go-faiss
- gorse/vector
- github.com/a-h/ann (github.com/a-h/ann)
- github.com/ekzhu/go-kad (github.com/ekzhu/go-kad)
- Custom Implementation
AI recommended 9 alternatives but never named philippgille/chromem-go. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a lightweight Go library to perform RAG with embeddings for my LLM applications.you: not recommendedAI recommended (in order):
- Go-LLM (github.com/go-llm/go-llm)
- LlamaIndex Go (github.com/run-llama/llama_index/tree/main/go)
- Go-Torch (github.com/gorgonia/gorgonia)
- Pinecone Go Client (github.com/pinecone-io/go-pinecone)
- Weaviate Go Client (github.com/weaviate/weaviate-go-client)
- Qdrant Go Client (github.com/qdrant/qdrant-go)
AI recommended 6 alternatives but never named philippgille/chromem-go. 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 philippgille/chromem-go?passAI named philippgille/chromem-go explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts philippgille/chromem-go in production, what risks or prerequisites should they evaluate first?passAI named philippgille/chromem-go 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 philippgille/chromem-go solve, and who is the primary audience?passAI named philippgille/chromem-go explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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philippgille/chromem-go — 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