RAG Pipeline Framework
Complete retrieval-augmented generation pipeline with document ingestion, chunking strategies, vector store integration, and evaluation.
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RAG pipelines, prompt engineering frameworks, AI agent templates, and LLM guardrails. Production-ready AI.
Each product is built from real implementations. No toy examples.
Complete retrieval-augmented generation pipeline with document ingestion, chunking strategies, vector store integration, and evaluation.
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Prompt template library, chain-of-thought patterns, few-shot examples, prompt versioning system, and A/B testing framework.
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Multi-agent orchestration system with tool calling, memory management, planning loops, and human-in-the-loop patterns.
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Setup guides for Pinecone, Weaviate, ChromaDB, and pgvector with indexing strategies, hybrid search, and benchmarking scripts.
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Automated evaluation harnesses, custom metrics, human feedback collection, regression testing, and quality monitoring dashboards.
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LoRA/QLoRA fine-tuning scripts, dataset preparation tools, training monitoring, model merging, and deployment automation.
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Input/output filtering, toxicity detection, PII redaction, hallucination detection, and content policy enforcement scripts.
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Token usage tracking, model routing for cost/quality tradeoffs, caching strategies, batch processing, and budget alerting.
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Chatbot frameworks with context management, multi-turn conversation handling, intent classification, and escalation workflows.
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PDF/document parsing pipelines, OCR integration, table extraction, summarization chains, and structured data extraction.
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Unified API for multiple LLM providers, rate limiting, fallback routing, response caching, and usage analytics dashboard.
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Everything you need. All 11 products, one price.
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Every product follows the same quality standards you'd expect from production code.
Built from real production implementations. No toy examples or theoretical exercises.
Drop into your existing projects. Pre-configured for common environments with clear setup instructions.
Comprehensive READMEs, inline comments, and architecture explanations. Understand the why, not just the how.
Built-in security best practices, error handling, and industry-standard patterns.
Benchmarked configurations and optimization patterns baked in from day one.
Includes test suites, CI/CD templates, and quality assurance tooling out of the box.
Everything you need to know before purchasing.
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