Embedding API Providers Embedding Tools
SDKs and integrations for embedding model APIs (Voyage AI, Mixedbread, Jina, etc.) across multiple languages and frameworks. Does NOT include embedding models themselves, vector databases, or domain-specific embedding applications.
There are 33 embedding api providers tools tracked. 2 score above 50 (established tier). The highest-rated is voyage-ai/voyageai-python at 53/100 with 93 stars.
Get all 33 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=embedding-api-providers&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
voyage-ai/voyageai-python
Voyage AI Official Python Library |
|
Established |
| 2 |
awinml/voyage-embedders-haystack
Custom components for Haystack for creating embeddings and reranking... |
|
Established |
| 3 |
estebanpdl/osintgpt
An open-source intelligence (OSINT) analysis tool leveraging GPT-powered... |
|
Emerging |
| 4 |
FullStackWithLawrence/openai-embeddings
OpenAI chatGPT hybrid search and retrieval augmented generation |
|
Emerging |
| 5 |
patelvivekdev/voyageai-ai-provider
The Voyage AI Provider is a provider for the Vercel AI SDK. It provides a... |
|
Emerging |
| 6 |
iririthik/Kernolog
A real-time Linux log monitoring and semantic search tool that streams logs... |
|
Emerging |
| 7 |
calebevans/cordon
Reduce logs to their semantic anomalies |
|
Emerging |
| 8 |
gorango/ai-tool-retriever
Auto tool retrieval for the Vercel AI SDK |
|
Emerging |
| 9 |
SkywardAI/voyager
The project is OpenAI-like API service of SkywardAI ecosystem |
|
Emerging |
| 10 |
different-ai/embedbase-docs
moved https://github.com/different-ai/embedbase/tree/main/docs |
|
Emerging |
| 11 |
gmchad/embed-vtt
generate & query embeddings from VTT files using openai & pinecone on Andrej... |
|
Emerging |
| 12 |
Dicklesworthstone/swiss_army_llama
A FastAPI service for semantic text search using precomputed embeddings and... |
|
Emerging |
| 13 |
ResetNetwork/n8n-nodes
A collection of custom n8n nodes for enhanced document processing, text... |
|
Emerging |
| 14 |
Sineware/logstream
Simple syslog collection server with Embedding and LLM Capabilities |
|
Emerging |
| 15 |
patelvivekdev/mixedbread-ai-provider
The Mixedbread AI Provider is a provider for the Vercel AI SDK. It provides... |
|
Emerging |
| 16 |
AlessioGr/payload-plugin-ai
Currently just does embeddings! |
|
Emerging |
| 17 |
ntnu-arl/semantic-RL-inspection
This repository provides the source code for the paper Semantically-driven... |
|
Experimental |
| 18 |
ChikiChat/ai
Build AI-powered applications |
|
Experimental |
| 19 |
cohere-ai/public-demos
Public demos using the Cohere platform! |
|
Experimental |
| 20 |
symfony/ai-voyage-platform
Voyage platform bridge for Symfony AI |
|
Experimental |
| 21 |
theseedship/n8n-nodes-voyage-embeddings
n8n node to embed content with voyageai embeddings. |
|
Experimental |
| 22 |
hellojwilde/energetic-ai
EnergeticAI is TensorFlow.js, optimized for serverless environments, with... |
|
Experimental |
| 23 |
rockerritesh/portfolio.llm
web3.0 Portfolio |
|
Experimental |
| 24 |
tryAGI/VoyageAI
C# SDK for the Voyage AI API -- text embeddings, multimodal embeddings, and reranking |
|
Experimental |
| 25 |
tryAGI/Mixedbread
C# SDK for the Mixedbread AI API -- embeddings, reranking, vector stores,... |
|
Experimental |
| 26 |
tryAGI/Upstage
C# SDK for the Upstage API -- Solar LLM, embeddings, document parsing, OCR,... |
|
Experimental |
| 27 |
mixedbread-ai/python-sdk
mixedbread ai python sdk |
|
Experimental |
| 28 |
pirafrank/jekyll-ai-related
Jekyll plugin to generate list of related posts using AI as save them as site.data |
|
Experimental |
| 29 |
hermesloom/matchmind
Towards hyper-minimalist social networks. |
|
Experimental |
| 30 |
Heezer/aleph-alpha-client-java
Java client library for Aleph Alpha |
|
Experimental |
| 31 |
gbrggrn/kotlin-qual-engine
Developed as an ETL + Analysis pipeline to thematically cluster and visually... |
|
Experimental |
| 32 |
sebington/sebington.github.io
This repository hosts a single web page (blog) |
|
Experimental |
| 33 |
patelvivekdev/jina-ai-provider
AI SDK - Jina AI Provider |
|
Experimental |