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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26 solutions · page 1 of 3
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.
agnostic-recruiter-resume-scoring-agent-2
A solo recruiter at a 5-person firm spends 6+ hours per role manually scoring 50-200 resumes against a rubric. Inconsistent scoring leads to missed top candidates and client complaints. Enterprise ATS scoring tools are too expensive and complex. The recruiter needs a fast, fair, and auditable way to rank candidates without hiring more staff.Score 200 resumes per role in seconds with a consistent rubric, no spreadsheets.
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.
openai-1099-collection-agent
A CPA firm owner dreads January each year because they must manually classify every contractor as 1099-NEC or non-reportable, chase down missing W-9s via email, and prepare filings. With dozens of clients and hundreds of contractors, the process is error-prone and stressful. The owner needs an automated system that classifies contractors based on payment data, sends polite W-9 requests, and tracks completion to ensure timely filing.Automate contractor classification, W-9 requests, and 1099-NEC generation to end the annual scramble.
cohere-knowledge-agent-for-postgresql-backed-financial-analytics
SMB finance teams waste hours querying SQL databases manually for transaction details, cash flow patterns, and expense trends. Existing BI tools require technical expertise, leaving non-technical staff reliant on ad-hoc data pulls.A conversational knowledge agent that answers financial questions by querying a PostgreSQL-backed knowledge base with semantic caching.
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.
agnostic-pre-purchase-fit-agent
A WooCommerce merchant loses sales every night because shoppers have sizing or material questions that go unanswered. The owner or a single contractor handles support during business hours, but after-hours inquiries often result in abandoned carts. Returns due to wrong fit are the #1 cost driver, yet the merchant has no way to proactively guide customers to the right size.Answer product-fit questions 24/7 using AI trained on your catalog and return data.
perplexity-competitive-intelligence-for-e-commerce-smbs
SMB e-commerce owners manually check competitor websites, social media, and newsletters, wasting hours each week and missing timely threats.Automatically tracks competitor pricing, product changes, and marketing moves to generate daily briefs for small e-commerce businesses.
anthropic-knowledge-agent-for-pipedrive-small-business-sales-insights
Sales reps and managers waste hours clicking through Pipedrive to find deal statuses and next steps; a conversational assistant would speed up daily stand-ups and pipeline reviews.Chat with your Pipedrive pipeline using natural language to get deal summaries, follow-up reminders, and win probability.
agnostic-review-response-agent-3
After a rough alignment job, a customer posts a one-star review on Google. The shop owner is too busy turning wrenches to reply promptly, and the negative review festers, scaring away potential customers. When they finally do respond, it's rushed and defensive, making things worse. The shop's online reputation is fragile; a few unanswered complaints can tank their rating. The owner needs a way to generate empathetic, accurate responses that reference the actual work order without sounding robotic.Never leave an angry Google or Yelp review unanswered again with context-aware, on-brand replies.
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.
aws-bedrock-knowledge-agent-for-buildium-tenant-self-service
Property managers spend hours answering repetitive tenant inquiries; after-hours questions go unanswered, frustrating tenants and increasing churn.Answer tenant questions about leases, payments, and maintenance schedules by pulling real‑time data from Buildium and a knowledge base of property documents.