Solutions
Production-grade solutions that turn our open-source packages into deployable AI systems for specific business problems. Pick one, follow the DIY tutorial to see how it's done, download the examples and deploy them on your own infrastructure — for free — or tell us which ones you want customized and deployed.
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7 solutions
vertex-ai-knowledge-agent-for-bigquery-smb-data-queries
Small businesses store critical data in BigQuery but non-technical staff can't write SQL; they wait days for reports or make decisions with stale information.Index business data from BigQuery into a vector knowledge base and let users ask natural language questions, with budget-aware caching and step-by-step answer generation.
google-gemini-knowledge-agent-for-ebay-smb-seller-support
eBay sellers often lose sales because they can't respond to buyer inquiries about order status, shipping, or product details fast enough, especially during high-traffic events.A knowledge agent powered by Google Gemini that instantly answers buyer questions by pulling live data from your eBay seller account.
anthropic-rag-product-desc-generator-for-bigcommerce-smb-sellers
Small e-commerce businesses on BigCommerce spend hours writing product descriptions, often copying competitors or using thin content, resulting in poor search rankings and low conversions.Generate SEO-optimized product descriptions at scale using your existing BigCommerce catalog and Anthropic's Claude.
databricks-rag-pipeline-for-insurance-policy-analysis
Insurance brokers routinely waste hours manually searching through lengthy policy PDFs to answer coverage questions. Ambiguous phrasing and inconsistent document formats make keyword search unreliable.A retrieval‑augmented generation service that lets small insurance agencies query policy documents with natural language, backed by Databricks LLMs and pgvector.
anthropic-rag-pipeline-for-google-workspace-smb-email-knowledge-search
SMB teams waste hours digging through Gmail threads and Drive files to find critical information. An AI knowledge agent that indexes Workspace and answers queries with source links would drastically cut search time.Ask questions in plain English and get answers with citations from your entire Google Workspace email and documents – no more manual searching.
xai-grok-knowledge-agent-for-buildium-property-management-queries
Property managers and tenants spend hours digging through Buildium’s portal for simple answers on lease terms, rent balances, and maintenance history, leading to frustration and support bottlenecks.Answer tenant and property manager questions about leases, payments, and maintenance schedules using an AI agent connected to Buildium data.
openai-knowledge-agent-for-smb-employee-onboarding
SMBs rely on a handful of people to onboard new hires, but that knowledge is trapped in scattered PDFs, Slack messages, and tribal memory. New employees waste weeks hunting for answers while senior staff are pulled from revenue work.A persistent AI memory system that ingests onboarding docs, learns company norms, and answers new hires' questions in natural language, powered by OpenAI.