Project Knowledge

supermemoryai/smfs

Use supermemoryai/smfs when the user needs a rag framework project with docker, cloudflare, serverless deployment options.

TypeProject / implementation

Difficultybeginner

LanguageRust

LicenseMIT

TL;DR

Use supermemoryai/smfs when the user needs a rag framework project with docker, cloudflare, serverless deployment options.

Install

Deploy on Cloudflare Workers using the repository's deployment instructions.

Good For

build RAG applications

connect private data to LLMs

index documents for retrieval

Not Good For

edge-only Cloudflare Workers deployment without adaptation

simple prompt apps

tasks without external knowledge

Git.Top Score70/100

Agent Score61/100

Maintenance10

Stability70

Quality6/100

Best Use

build RAG applications

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

docker, cloudflare, serverless

Git.Top did not classify this as Cloudflare-ready. Evidence: Cloudflare signal: cloudflare workers.

Best Alternative

mem0ai/mem0: docker, vercel

Compare this option when the target stack or language preference differs.

Confidence

2/4 classification signals high; 4 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-11-04; metrics 2026-11-04

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-11-04T21:00:54.766Z

Metrics calculated2026-11-04T21:00:54.766Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30dsnapshot

Commits 30dcomplete

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: Cloudflare signal: cloudflare workers.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

mem0ai/mem0Use mem0ai/mem0 when the user needs a rag framework project with docker, vercel, serverless deployment options.

cyberlife-coder/VelesDBUse cyberlife-coder/VelesDB when the user needs a rag framework project with docker, library-only, local deployment options.

winstonkoh87/Athena-PublicUse winstonkoh87/Athena-Public when the user needs a rag framework project with docker, library-only, local deployment options.

YoKONCy/TriviumDBUse YoKONCy/TriviumDB when the user needs a rag framework project with serverless, library-only, local deployment options.

jaylfc/taosmdUse jaylfc/taosmd when the user needs a rag framework project with docker, library-only, local deployment options.

Related Projects

Adjacent ecosystem projects

JSON

simstudioai/simUse simstudioai/sim when the user needs a rag framework project with docker, vercel, serverless deployment options. Shared rag framework category and docker deployment context.

oceanbase/seekdbUse oceanbase/seekdb when the user needs a rag framework project with docker, cloudflare, serverless deployment options. Shared rag framework category and docker deployment context.

mem0ai/mem0Use mem0ai/mem0 when the user needs a rag framework project with docker, vercel, serverless deployment options. Shared rag framework category and docker deployment context.

gptme/gptmeUse gptme/gptme when the user needs a rag framework project with docker, local, cloud deployment options. Shared rag framework category and docker deployment context.

neuml/txtaiUse neuml/txtai when the user needs a rag framework project with docker, library-only, local deployment options. Shared rag framework category and docker deployment context.

YoKONCy/TriviumDBUse YoKONCy/TriviumDB when the user needs a rag framework project with serverless, library-only, local deployment options. Shared rag framework category and serverless deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: mediumMatched "rag" in metadata.

Deployment: highFound Docker configuration file. Matched "cloudflare workers" in repository content.

Difficulty: mediumCloudflare deployment path suggests a guided serverless setup.

Cloudflare Ready: highCloudflare signal: cloudflare workers. Runtime blocker: filesystem.

Compare

supermemoryai/smfs leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

supermemoryai/smfs492YesYesYes61

mem0ai/mem068,344YesYesNo88

cyberlife-coder/VelesDB101NoYesNo67

winstonkoh87/Athena-Public620YesYesNo69