Companies in RAG Application Space
RAG space can be divided into 6 areas.
| Area | Companies in that area |
|---|---|
| Data Storage (vector storage) | Pinecone, Zilliz, MongoDB |
| Data Movement | Databricks, Snowflake, Airbyte |
| Inference |
First Party: Companies having their own LLMs. eg: openAI, Meta,
Anthropic 3rd Party: Serve other LLMs. eg: Predibase, Tensorwave, GMI Cloud |
| Observability | Arize, Comet, Galileo |
| Orchestration |
1st wave: Langchain, LlamaIndex, Langflow 2nd Wave: BAML, Pixeltable |
| Deployment | GCP, Azure, AWS |