Data sources
Connect any data, anywhere
Bring documents, databases, websites, and cloud storage into a single, searchable knowledge layer.
File buckets
Upload PDFs, text files, and documents to S3, Azure Blob, or Google Cloud Storage. Create buckets per project or use case.
- S3, Azure Blob, GCS support
- BYOK storage credentials
- Per-bucket document management
SQL databases
Connect PostgreSQL, MySQL, SQLite, and more. Query with natural language—no SQL required.
- Multiple dialects supported
- Schema-aware queries
- Table preview & selection
Website crawlers
Crawl any public website and index its content for AI search. Schedule recrawls to keep data fresh.
- Configurable crawl depth
- Crawl logs & status
- Recrawl intervals
Firebase / Firestore
Sync Firestore collections into your knowledge base. Real-time data, one sync away.
- Collection sync
- Test connection
- Sync logs & history
Collections & indexing
Knowledge bases that scale
Organize data into collections. Automatic chunking, embedding, and vector storage—no infra to manage.
Collections
Create knowledge bases for docs, SQL, websites, or Firebase. Each collection is a searchable RAG endpoint.
- Multi-source collections
- Index & reindex buckets
- Per-collection embedding config
Smart document processing
Automatic chunking, metadata extraction, and embedding. Supports PDF, text, and more.
- Semantic chunking
- Metadata preservation
- Retry failed processing
Semantic & hybrid search
Vector search by meaning, not just keywords. Filter by metadata. Combine with keyword search.
- Vector similarity search
- Metadata filters
- Hybrid retrieval
Chat & APIs
Ship AI search in minutes
Built-in chat UI, REST APIs, and embeddable widgets. Integrate RAG into any product.
Chat interface
Ask questions and get cited answers. Streaming responses, conversation history, and source references.
- Streaming responses
- Conversation history
- Source citations
REST APIs
Query endpoint for search and chat. Integrate into your app, support bot, or internal tools.
- /chat/query endpoint
- Streaming support
- Collection selection
Embeddable widgets
Drop-in chat UI for your website. Customize appearance, secure with API tokens.
- White-label widgets
- Token-based access
- Customizable styling
Embed chat API
Public endpoint for widget-powered chat. No auth required—tokens secure the widget.
- Widget-first API
- CORS configured
- Streaming responses
Pipelines
Chain data into workflows
Combine SQL, documents, and APIs into pipelines. Build complex RAG flows without code.
Pipeline builder
Create multi-step pipelines. Chain SQL queries, document retrieval, and custom logic.
- Visual step ordering
- Reorder steps
- Per-step configuration
Step types
SQL, document search, and more. Extend with custom steps as the platform grows.
- SQL steps
- Document steps
- Flexible orchestration
BYOK — Bring your own keys
Your keys, your control
Use your own API keys for embeddings, chat, and vector storage. No vendor lock-in. Encrypted at rest.
Embedding providers
OpenAI, Groq, Google Gemini, or HuggingFace. Choose per collection. Support for custom dimensions.
- OpenAI (text-embedding-3-small)
- Groq (nomic-embed-text-v1.5)
- Google Gemini (gemini-embedding-001)
- HuggingFace (all-MiniLM-L6-v2)
Vector & storage
Pinecone for vectors. S3, Azure, GCS for files. Firebase for Firestore. Your credentials, encrypted.
- Pinecone
- S3, Azure Blob, GCS
- Firebase service account
Security
Keys stored encrypted at rest. Never exposed in logs or responses. Test connection before saving.
- Encryption at rest
- Per-org isolation
- Test before save
Production-ready
Built for teams
Multi-tenant, activity logs, billing. Ship with confidence.
Organizations & teams
Create orgs, invite members, switch contexts. Isolated data per organization.
- Multi-org support
- Invitations
- Org switcher
Activity logs
Track usage, document uploads, and key changes. Audit trail for compliance.
- Activity feed
- Audit events
- Dashboard summary
Billing & subscriptions
Stripe and Razorpay. Transparent plans. Upgrade when you need more.
- Starter, Pro, Enterprise
- Chunk limits
- Checkout flow
Secure & multi-tenant
Per-account isolation. BYOK. Safe document storage. Ready for compliance reviews.
- Tenant isolation
- BYOK everywhere
- Secure defaults
Ready to turn your data into answers?
Get started in minutes. No credit card required.