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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14 solutions · page 1 of 2
google-gemini-knowledge-agent-for-surveymonkey-smb-insights
SMBs collect thousands of survey responses across SurveyMonkey but spend hours manually filtering and summarizing them to extract actionable insights—most answers lie buried in open‑ended comments that no one has time to read.Turn raw survey responses into an always‑available Q&A assistant that lets SMB owners ask natural‑language questions about customer feedback, powered by Google Gemini and vector search.
mistral-ai-knowledge-agent-for-posthog-smb-product-analytics
SMB product teams without SQL skills waste hours hunting through PostHog dashboards, missing key trends and slowing decisions.Ask plain-English questions about your product data and get instant answers from PostHog, with contextual follow-ups and semantic caching.
google-gemini-rag-product-search-for-square-online-smb-stores
Small Square Online merchants lose sales because customers can't find products using the default keyword search.AI-powered natural language product search that answers customer queries by indexing Square Online catalog items.
openai-knowledge-agent-for-confluence-smb-internal-wiki
Small businesses store SOPs, policies, and tribal knowledge in Confluence, but employees waste hours searching across spaces. The built‑in search is keyword‑based and misses the context of real questions.A natural‑language Q&A bot that indexes Confluence spaces and delivers instant answers to employee questions.
cohere-knowledge-agent-for-plaid-smb-financial-insights
SMB owners waste hours manually combing through bank statements and spreadsheets to answer basic questions about cash flow, vendor spending, and recurring costs.Answer questions about your small business finances by connecting your Plaid-linked bank accounts to a natural language Q&A agent powered by Cohere.
anthropic-knowledge-agent-for-paypal-smb-transaction-insights
SMB owners waste time manually searching their PayPal transaction feed to answer simple business questions like “what were my largest refunds last month?” or “which customers paid late last quarter?”.Natural‑language Q&A over PayPal transaction history so small business owners can ask about revenue, refunds, and customer payments without logging into the dashboard.
anthropic-knowledge-agent-for-shopify-product-qa
SMB store owners field repetitive product questions from website visitors, but current chatbots are either generic or require heavy manual setup. The existing support burden grows with catalog size and seasonal traffic spikes.A conversational AI assistant that answers customer questions about products, inventory, and orders using live data from a Shopify store.
mistral-ai-lead-intake-for-clio-legal-client-onboarding
Small law firms using Clio still manually copy lead info from web forms and emails, often duplicating contacts and losing track of follow‑ups, which slows client onboarding.Capture new client leads via web chat and documents, detect duplicates, and automatically create contacts and matters in Clio through its REST API.
aws-bedrock-knowledge-agent-for-appfolio-tenant-inquiries
Property managers spend excessive time answering routine tenant questions via email and phone, reducing time for higher-value tasks like leasing and maintenance coordination.A self-service AI knowledge base that answers tenant questions about policies, maintenance, and lease terms using AppFolio data.
perplexity-knowledge-agent-for-notion-smb-faq
Small businesses store institutional knowledge in Notion but struggle to find answers quickly across scattered pages, leading to repetitive questions and lost productivity.A conversational AI that answers employee and customer questions by searching Notion workspaces, using Perplexity's search and REAA's hybrid RAG for context-rich, cited responses.
perplexity-market-research-document-pipeline-for-smbs
Small businesses drown in market reports, PDFs, and industry analyses but lack a way to turn them into actionable insights quickly. Manually sifting through hundreds of pages is slow and often misses critical connections across internal and external data.Transform scattered market reports into a searchable research assistant powered by your documents and live market data.
anthropic-rag-knowledge-base-for-construction-project-specs
Construction SMBs store technical specs in scattered PDFs and drive‑by memory, forcing builders to pause work and call the office. A simple RAG system would give them hands‑free answers, but off‑the‑shelf tools return shallow results from dense technical documents.Let field crews instantly query building specifications, codes, and submittals via a Claude‑powered retrieval pipeline backed by hybrid search.