Free
Free
FastEmbed is free to install via pip as open-source software documented on qdrant.github.io.
- Access
- FastEmbed is free to install via pip as open-source software documented on qdrant.github.io.
Finding the possibilities
fastembed
● Identity checkedCode · Vendor site 2026-10-04
FastEmbed is a lightweight Python library from the Qdrant team for fast embedding generation, designed to pair with Qdrant vector search. Documentation covers pip installation, model usage examples, and integration with Qdrant Client.
- Category
- Code
- Free access
- FastEmbed is free to install via pip as open-source software documented on qdrant.github.io.
- API access
- Library exposes Python embedding interfaces rather than a standalone hosted embedding SaaS.
Is fastembed right for you?
A good fit for
Developers building RAG or semantic search pipelines with Qdrant who want an optimized local embedding generator.
Before you choose
You host embeddings yourself; FastEmbed does not include managed cloud inference pricing on the docs site.
Fast embeddings for Qdrant
FastEmbed targets developers who need efficient local embedding generation optimized for Qdrant vector search workflows.
What it can do
Features & capabilities
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| Embedding library | Homepage describes FastEmbed as a lightweight, fast Python library for embedding generation. | Facts sourced | 2026-10-04 |
| pip install | Documentation shows installing FastEmbed with pip. | Facts sourced | 2026-10-04 |
| Qdrant integration | Docs include installation guidance alongside Qdrant Client in Python. | Facts sourced | 2026-10-04 |
Understand the total cost
fastembed pricing & plans
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Frequently asked questions
What is fastembed used for?
FastEmbed is a lightweight Python library from the Qdrant team for fast embedding generation, designed to pair with Qdrant vector search. Documentation covers pip installation, model usage examples, and integration with Qdrant Client.
Does fastembed have a free plan?
FastEmbed is free to install via pip as open-source software documented on qdrant.github.io.. This record lists ongoing free access; check the plan limits before starting.
How much does fastembed cost?
No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.
Can I use fastembed through an API?
Library exposes Python embedding interfaces rather than a standalone hosted embedding SaaS.. API access and subscription access may have different terms; consult the linked sources.
What should I check before choosing it?
You host embeddings yourself; FastEmbed does not include managed cloud inference pricing on the docs site.
Price history
No retained pricing changes yet. A current price alone does not establish a historical trend.
How this profile is supported
Identity and profile
Reviewed vendor source
Read original source ↗Facts apply to the named version and check date. Send a sourced correction if something changed.