Chonkie Documentation

Handshakes allow you to easily connect Chonkie to a vector database of your choice. Embed your chunks and write them to your database in just a few lines of code.

ChromaDB Handshake

Connect Chonkie to your ephemeral or persistent ChromaDB instance

https://mintcdn.com/chonkie/Qk-SRm0DEtc-6k0k/assets/handshakes/elastic%20search.png?fit=max&auto=format&n=Qk-SRm0DEtc-6k0k&q=85&s=b06c2f2950d1c9b08681bff2020f1740

Elasticsearch Handshake

Connect Chonkie to your Elasticsearch index

https://mintcdn.com/chonkie/Qk-SRm0DEtc-6k0k/assets/handshakes/milvus.png?fit=max&auto=format&n=Qk-SRm0DEtc-6k0k&q=85&s=4f0303108cb5bc849f7fca1375bf5742

Milvus Handshake

Connect Chonkie to your Milvus collection

https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/handshakes/mongodb.svg?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=3c4d798cb2293446a285615e09c0e2cc

MongoDB Handshake

Connect Chonkie to your MongoDB collection

https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/handshakes/pgvector.png?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=97db6878144bf5375f2522e95b0b675a

Pgvector Handshake

Connect Chonkie to your Pgvector database

https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/handshakes/pinecone.png?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=4dc1f12d40712725e51eb2386366fcbb

Pinecone Handshake

Connect Chonkie to your Pinecone index

Qdrant Handshake

Connect Chonkie to your Qdrant database

https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/handshakes/turbopuffer.svg?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=a7114c928c1bfddae39a7d71a63653dc

Turbopuffer Handshake

Connect Chonkie to your Turbopuffer database

https://mintcdn.com/chonkie/z5jcWEi822NzVea9/assets/handshakes/weaviate.png?fit=max&auto=format&n=z5jcWEi822NzVea9&q=85&s=bb2a61062045e2d1c6a19d4695bdb28f

Weaviate Handshake

Connect Chonkie to your Weaviate database

Embeddings Refinery

Chroma Handshake

⌘I