Weaviate
Open-source vector database with self-hosting options for regulated financial institutions requiring data residency and compliance.
Weaviate is an open-source vector database ideal for regulated financial institutions that require data residency and self-hosting capabilities. Its built-in vectorization modules handle financial document types including PDF annual reports, earnings transcripts, and regulatory filings without external embedding services. The multi-tenancy architecture supports segregated client data for wealth managers and asset managers, ensuring compliance with financial regulations. With hybrid search combining BM25 and vector search, finance teams get precise document retrieval across their knowledge base.
Key Features
- ✓Open-source with cloud and self-hosted options
- ✓Built-in vectorization modules for financial text
- ✓GraphQL and REST APIs for flexible querying
- ✓Multi-tenancy for regulated financial institutions
- ✓Hybrid search with BM25 and vector search
Pros
- ✓Self-hosting option critical for regulated finance
- ✓Strong compliance and data residency controls
- ✓Active open-source community with finance modules
Cons
- ✗More complex setup than Pinecone
- ✗GraphQL learning curve for finance teams
- ✗Managed cloud more expensive than competitors
Pricing
Prices are indicative and may vary.