ReddRadar
Topic: agentic-ai
3,764 skills in this topic.
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guardrails-ai-setup
Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.
a5c-ai/babysitter 514
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few-shot-example-gen
Few-shot example generation and optimization for improved LLM performance
a5c-ai/babysitter 514
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entity-memory-extraction
Entity and fact extraction for user profiling and personalization
a5c-ai/babysitter 514
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crewai-setup
CrewAI multi-agent orchestration setup for collaborative AI systems
a5c-ai/babysitter 514
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content-moderation-api
Content moderation API integration using OpenAI Moderation, Perspective API, and others
a5c-ai/babysitter 514
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constitutional-ai-prompts
Constitutional AI and safety guardrail prompts for aligned LLM behavior
a5c-ai/babysitter 514
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chroma-integration
Chroma local vector database setup and operations for development and production
a5c-ai/babysitter 514
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chain-of-thought-prompts
Chain-of-thought and step-by-step reasoning prompts for complex problem solving
a5c-ai/babysitter 514
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autogen-setup
Microsoft AutoGen multi-agent configuration for conversational AI systems
a5c-ai/babysitter 514
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rag-reranking
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
a5c-ai/babysitter 514
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rag-query-transformation
Query expansion, HyDE, and multi-query generation for improved retrieval
a5c-ai/babysitter 514
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rag-hybrid-search
Hybrid search combining semantic and keyword retrieval for RAG pipelines. Implement BM25 + dense vector search with fusion strategies.
a5c-ai/babysitter 514
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rag-embedding-generation
Batch embedding generation with caching, rate limiting, and multiple provider support
a5c-ai/babysitter 514
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rag-chunking-strategy
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
a5c-ai/babysitter 514
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qdrant-integration
Qdrant vector database with filtering, payloads, and quantization support
a5c-ai/babysitter 514
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prompt-template-design
Structured prompt template creation with variables, formatting, and version control
a5c-ai/babysitter 514
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prompt-injection-detector
Prompt injection detection and prevention for secure LLM applications
a5c-ai/babysitter 514
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prompt-compression
Token-efficient prompt compression techniques for cost optimization
a5c-ai/babysitter 514
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pinecone-integration
Pinecone vector database setup, configuration, and operations for RAG applications
a5c-ai/babysitter 514
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pii-redaction
PII detection and redaction utilities for privacy-compliant conversational AI
a5c-ai/babysitter 514
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phoenix-arize-setup
Arize Phoenix observability platform setup for LLM debugging and evaluation
a5c-ai/babysitter 514
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opentelemetry-llm
OpenTelemetry instrumentation for LLM applications with distributed tracing
a5c-ai/babysitter 514
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nemo-guardrails
NVIDIA NeMo Guardrails configuration for conversational safety and control
a5c-ai/babysitter 514
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milvus-integration
Milvus distributed vector database configuration for large-scale RAG applications
a5c-ai/babysitter 514