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Chroma Vector Database Reviews & Product Details

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UC

Verified User in Computer Software

Small-Business (50 or fewer emp.)

9/12/2024

"chroma db has high performance db which helps alot for implement these applications like nlp and ml"

4/5

What do you like best about Chroma Vector Database?

chroma vector databases are highly optimized which help alot to store queries and info Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

chroma database dislikes are there limited use cases Review collected by and hosted on G2.com.

What problems is Chroma Vector Database solving and how is that benefiting you?

Actually as we see world is very fast pace develop in tech there are lot of data produced day by day. But is only producing data is beneficial for us, i say no because i think by using this data and finding meaningful insights from it is beneficial thing. so chroma db are exact doing this increasing relatibility of data response. As we see there are LLM which change the ai market first they are with batch system means they only give response according to there trained data which get older data when time is going on . so for solving this problem online systems are introduced which also had concept of RAG which is reterival augmented generation ->RAG has two component reteriver and generator which helps to increase relatibilty of llm response .so how rag are implemnted with llm it all done by using vector databases which contain relatable feature extracted data which make response more high relatable. Review collected by and hosted on G2.com.

DB

Dwaipayan B.

Associate Analyst

Enterprise (> 1000 emp.)

1/15/2025

"ChromaDB review"

4.5/5

What do you like best about Chroma Vector Database?

It's ease of access, especially the way it allows to create and store embeddings, and retrieve them to do similarity search or RAG. Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

If compare to other vectorstore like FAISS, ChromaDB sometimes struggle to integrate with Langchain and as it doesn't display the created index clearly like FAISS, we can't even see how the embeddings are created apart from directly call them via code. Review collected by and hosted on G2.com.

SL

Satwik L.

Freelancer

Small-Business (50 or fewer emp.)

9/11/2024

"Hassle free cloud deployment of chroma as a developer it is my go to product."

5/5

What do you like best about Chroma Vector Database?

This highlights Chroma's ease of deployment across cloud environments and readiness for production use. Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

limited advanced documentation, a potentially steep learning curve for newcomers, and its specific focus on vector searches, which may not suit general database needs. Review collected by and hosted on G2.com.

HV

Harsh V.

Data Scientist

Small-Business (50 or fewer emp.)

9/11/2024

"chromadb review"

3.5/5

What do you like best about Chroma Vector Database?

i has a simple syntax to use we can add data simpley qyerry structre like sql Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

there are some bugs like simalarity score paramersmay not give aacurate score so we require some thing new technique to update the vector database Review collected by and hosted on G2.com.

UI

Verified User in Insurance

Mid-Market (51-1000 emp.)

7/31/2024

"Lightweight Vector Database"

3/5

What do you like best about Chroma Vector Database?

It is easy to set up and it integrates well with other popular libraries. Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

It has memory leak and not very production-ready Review collected by and hosted on G2.com.

PD

Prashanth D.

Lead Engineer

Small-Business (50 or fewer emp.)

8/8/2023

"A vector Storage and retrieval"

5/5

What do you like best about Chroma Vector Database?

As it is a open source vector db and it allows complex range searches or querying. The community is growing day by day and can get support for issues. Review collected by and hosted on G2.com.

What do you dislike about Chroma Vector Database?

The performance might not match with pinecone's performance in some scenarios. Review collected by and hosted on G2.com.