Recipes
Recipes index
Production-ready patterns for common AI workflows. Each recipe is a self-contained guide with code, configuration, and deployment notes.
Chatbot Full Example
End-to-end conversational agent with context memory, streaming responses, and multi-turn dialogue management.
View recipeAgent Recipe
Build autonomous agents that plan, use tools, and execute multi-step workflows with structured output.
View recipeRAG Recipe
Retrieval-augmented generation pipeline: chunk documents, embed, index, and query with grounded citations.
View recipeCustomer Support
Triage tickets, suggest knowledge-base articles, and draft responses using your existing help center content.
View recipeEmail Assistant
Classify, summarize, and draft replies for inbound email — tone-aware and contextually accurate.
View recipeData Extraction
Pull structured fields from unstructured text: invoices, resumes, contracts, and forms with schema validation.
View recipePDF Q&A
Upload PDFs and ask questions against them. Combines layout-aware parsing with semantic retrieval.
View recipeMeeting Notes
Transcribe, summarize, and extract action items from meeting recordings or raw transcripts.
View recipeSemantic Search
Embedding-based search over your corpus — find semantically relevant results beyond keyword matching.
View recipePersonalization
Tailor model behavior per user: preference profiles, interaction history, and adaptive tone.
View recipeMarketing Copy
Generate ad copy, landing pages, and email campaigns aligned to brand voice and conversion goals.
View recipeTranslate Pipeline
Batch translation with glossary support, format preservation, and post-editing quality checks.
View recipeSQL Assistant
Natural language to SQL with schema awareness, query validation, and result explanation.
View recipeCode Generator
Generate, refactor, and explain code across languages with test generation and style consistency.
View recipeResearch Assistant
Literature review, source summarization, and citation-grounded report generation.
View recipeTutor Agent
Adaptive learning companion: explain concepts, quiz, and adjust difficulty based on performance.
View recipeLead Enrichment
Enrich CRM leads with firmographic data, intent signals, and personalized outreach suggestions.
View recipeResume Screener
Parse, score, and rank resumes against job descriptions with bias-aware evaluation criteria.
View recipeCompliance Check
Audit documents and communications against regulatory frameworks with flagged violations and remediation.
View recipeImage Classifier
Classify, tag, and route images using vision models — moderation, categorization, and OCR extraction.
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