qdrant/fastembed
fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Builder
Qdrant
qdrant • startup
Stars
2,991
Using upstream star count
Forks
201
Using upstream fork count
Open Issues
0
Activity Score
0/100
0 commits in 30d
Created
Jul 14, 2023
Project creation date
README Summary
FastEmbed is a lightweight, fast, Python library built for embedding generation. We [support popular text models](https://qdrant.github.io/fastembed/examples/Supported_Models/). Please [open a GitHub issue](https://github.com/qdrant/fastembed/issues/new) if you want us to add a new model.
Community Evaluation
Loading…AI Dev Skills
Unmapped
Information RetrievalModel OptimizationNatural Language ProcessingONNX Runtime OptimizationSemantic SearchText EmbeddingsVector Representations
Tags
Information RetrievalModel OptimizationNatural Language ProcessingONNX Runtime OptimizationSemantic SearchText EmbeddingsVector RepresentationsBenchmarkingEmbeddingsForkedGPU / CUDAHuggingFaceLangChainLlamaIndexMachine LearningMultimodal AINumPyONNXOpenAIPythonPyTorchQdrantQuantizationRerankingTransformers
Taxonomy
category
Deployment Context
Modalities
Skill Areas
tag
Recent Activity
Updated 2 months ago
7 Days
0
30 Days
0
90 Days
1
Quality
beta- Quality
- medium
- Maturity
- beta
Categories
RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencyData & EvaluationProduct DiscoveryUser Experience
Languages
Python100.0%
Timeline
- Project created
- Jul 14, 2023
- Forked
- Mar 13, 2026
- Your last push
- 2 months ago
- Upstream last push
- 1 months ago
- Tracked since
- Mar 12, 2026
Similar Repos
pgvector cosine similarity · $0
Loading…