Project Knowledge

qdrant/qdrant-js

Use qdrant/qdrant-js when the user needs a vector database project with docker, cloudflare, serverless deployment options. It is marked Cloudflare-ready.

TypeProject / implementation

Difficultybeginner

LanguageTypeScript

LicenseApache-2.0

TL;DR

Use qdrant/qdrant-js when the user needs a vector database project with docker, cloudflare, serverless deployment options.

Use qdrant/qdrant-js when the user needs a vector database project with docker, cloudflare, serverless deployment options. It is marked Cloudflare-ready.

Install

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

Good For

store embeddings

power semantic search

serve retrieval workloads

Not Good For

users expecting a complete hosted product

simple prompt-only prototypes

plain key-value storage

Git.Top Score77/100

Agent Score65/100

Maintenance22

Stability86

Quality10/100

Best Use

store embeddings

Primary situation where this project is a good shortlist candidate.

Watch Out

users expecting a complete hosted product

Main reason to compare alternatives before adopting it.

Deployment Fit

docker, cloudflare, serverless; Cloudflare-ready

Git.Top found Cloudflare deployment evidence: Cloudflare signal: cloudflare workers.

Best Alternative

milvus-io/milvus: docker, serverless

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

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-04T01:30:23.002Z

Metrics calculated2026-08-04T01:30:23.002Z

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: 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

milvus-io/milvusUse milvus-io/milvus when the user needs a vector database project with docker, serverless, library-only deployment options.

qdrant/qdrantUse qdrant/qdrant when the user needs a vector database project with docker, local, cloud deployment options.

weaviate/weaviateUse weaviate/weaviate when the user needs a vector database project with docker, kubernetes, library-only deployment options.

amikos-tech/chroma-goUse amikos-tech/chroma-go when the user needs a vector database project with docker, cloudflare, serverless deployment options. It is marked Cloudflare-ready.

milvus-io/pymilvusUse milvus-io/pymilvus when the user needs a vector database project with docker, library-only, local deployment options.

Related Projects

Adjacent ecosystem projects

JSON

epsilla-cloud/vectordbUse epsilla-cloud/vectordb when the user needs a vector database project with docker, serverless, library-only deployment options. Shared vector database category and docker deployment context.

amikos-tech/chroma-goUse amikos-tech/chroma-go when the user needs a vector database project with docker, cloudflare, serverless deployment options. It is marked Cloudflare-ready. Shared vector database category and docker deployment context.

redis/redisUse redis/redis when the user needs a vector database project with docker, library-only, local deployment options. Shared vector database category and docker deployment context.

milvus-io/pymilvusUse milvus-io/pymilvus when the user needs a vector database project with docker, library-only, local deployment options. Shared vector database category and docker deployment context.

pinecone-io/pinecone-java-clientUse pinecone-io/pinecone-java-client when the user needs a vector database project with serverless, local, cloud deployment options. Shared vector database category and serverless deployment context.

milvus-io/milvusUse milvus-io/milvus when the user needs a vector database project with docker, serverless, library-only deployment options. Shared vector database category and docker 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 "vector database" in metadata.

Deployment: highMatched "cloudflare workers" in repository content. Matched "npm install" in repository content.

Difficulty: mediumCloudflare deployment path suggests a guided serverless setup.

Cloudflare Ready: highCloudflare signal: cloudflare workers. Runtime blocker: none detected.

Compare

qdrant/qdrant-js leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

qdrant/qdrant-js458NoYesYes65

milvus-io/milvus45,467NoYesNo91

qdrant/qdrant33,722NoYesNo80

weaviate/weaviate16,681NoYesNo89