Project Knowledge

supermemoryai/opensearch-ai

Use supermemoryai/opensearch-ai when the user needs a rag framework project with cloudflare, serverless, vercel deployment options. It is marked Cloudflare-ready.

TypeProject / implementation

Difficultybeginner

LanguageTypeScript

LicenseUnknown

TL;DR

Use supermemoryai/opensearch-ai when the user needs a rag framework project with cloudflare, serverless, vercel deployment options.

Use supermemoryai/opensearch-ai when the user needs a rag framework project with cloudflare, serverless, vercel deployment options. It is marked Cloudflare-ready.

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

simple prompt apps

tasks without external knowledge

Git.Top Score69/100

Agent Score61/100

Maintenance5

Stability55

Quality6/100

Best Use

build RAG applications

Primary situation where this project is a good shortlist candidate.

Watch Out

Confirm deployment, maintenance, and license fit before adoption.

Main reason to compare alternatives before adopting it.

Deployment Fit

cloudflare, serverless, vercel; Cloudflare-ready

Git.Top found Cloudflare deployment evidence: Cloudflare signal: wrangler.toml.

Best Alternative

mem0ai/mem0: docker, vercel

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

Confidence

3/4 classification signals high; 4 quality signals complete or snapshot

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

Freshness

Repo 2026-08-04; metrics 2026-08-04

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-04T08:30:18.390Z

Metrics calculated2026-08-04T08:30:18.390Z

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

Cloudflare evidence found

Git.Top found Cloudflare deployment evidence: Cloudflare signal: wrangler.toml.

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.

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

microsoft/kernel-memoryUse microsoft/kernel-memory when the user needs a rag framework project with docker, serverless, library-only deployment options.

mckaywrigley/chatbot-uiUse mckaywrigley/chatbot-ui when the user needs a rag framework project with docker, vercel, serverless deployment options.

supermemoryai/opencode-supermemoryUse supermemoryai/opencode-supermemory when the user needs a rag framework project with local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

lobehub/lobehub-gatewayUse lobehub/lobehub-gateway when the user needs a rag framework project with docker, cloudflare, serverless deployment options. Shared rag framework category and cloudflare deployment context.

MrFadiAi/free-llm-gatewayUse MrFadiAi/free-llm-gateway when the user needs a rag framework project with docker, cloudflare, serverless deployment options. Shared rag framework category and cloudflare deployment context.

getzep/graphitiUse getzep/graphiti when the user needs a rag framework project with docker, serverless, library-only deployment options. Shared rag framework category and serverless deployment context.

NVIDIA/TensorRT-LLMUse NVIDIA/TensorRT-LLM when the user needs a rag framework project with docker, kubernetes, serverless deployment options. Shared rag framework category and serverless deployment context.

LazyAGI/LazyLLMUse LazyAGI/LazyLLM when the user needs a rag framework project with vercel, serverless, kubernetes deployment options. Shared rag framework category and serverless deployment context.

lux-db/luxUse lux-db/lux when the user needs a rag framework project with docker, serverless, 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: highManual quality burn-down override for supermemoryai/opensearch-ai.

Deployment: highFound wrangler.toml. Matched "vercel" in repository content.

Difficulty: mediumCloudflare deployment path suggests a guided serverless setup.

Cloudflare Ready: highCloudflare signal: wrangler.toml. Runtime blocker: none detected.

Compare

supermemoryai/smfs leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

supermemoryai/opensearch-ai1,327NoYesYes61

mem0ai/mem062,603YesYesNo91

supermemoryai/smfs470YesYesYes64

microsoft/kernel-memory2,173NoYesNo73