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llama-farm

@llama-farm source repo

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• 26 skills
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• 6 hours ago last updated

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   Ocr · llama-farm

   Extract text from images and scanned documents using OCR
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   Logs · llama-farm

   View LlamaFarm service logs with filtering
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   Stop · llama-farm

   Stop LlamaFarm services gracefully
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   Start · llama-farm

   Start LlamaFarm services (server, RAG worker, optional Universal Runtime)
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   Config · llama-farm

   Generate or modify LlamaFarm configuration from natural language description
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   Ml Nlp · llama-farm bundle

   OCR, Named Entity Recognition, and reranking. Extract text from images, identify entities in text, and rerank search results for relevance.
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   Status · llama-farm

   Check LlamaFarm service health and component status
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   Anomaly · llama-farm

   Detect anomalies in data using batch or streaming ML models
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   Example · llama-farm

   Browse and scaffold from LlamaFarm example projects
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    Classify · llama-farm

    Classify text using zero-shot or trained classification models
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    Examples · llama-farm bundle

    Example projects and patterns for LlamaFarm. Reference for scaffolding and learning from working examples.
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    Validate · llama-farm

    Validate llamafarm.yaml configuration against schema
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    Debugging · llama-farm bundle

    Debugging and troubleshooting guide for LlamaFarm. Diagnose service issues, ingestion failures, retrieval problems, and performance bottlenecks.
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    Ml Status · llama-farm

    Check health and status of all ML services and models
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    Deployment · llama-farm bundle

    Deployment guide for LlamaFarm. Production setup with Docker, Kubernetes, and cloud platforms.
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    Ml Use Cases · llama-farm bundle

    End-to-end ML patterns and use cases. Complete pipelines for IoT monitoring, fraud detection, and document intelligence using LlamaFarm ML features.
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    RAG Pipeline · llama-farm bundle

    Deep guidance for RAG pipelines. Activates for chunking, embeddings, retrieval, vector stores, RAG optimization.
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    Polars Buffers · llama-farm bundle

    Polars-based feature engineering buffers. Create sliding windows, compute rolling statistics, and generate lag features for ML pipelines.
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    API Integration · llama-farm bundle

    REST API integration for LlamaFarm. Programmatic access to projects, chat, RAG, and datasets via HTTP endpoints.
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    MCP Development · llama-farm bundle

    MCP (Model Context Protocol) development guide. Build custom tool servers, configure inline tools, and manage tool access in LlamaFarm.
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    Anomaly Detection · llama-farm bundle

    Batch anomaly detection with 12+ backends. Train models, score data, detect outliers using isolation forests, autoencoders, and more.
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    Config Generation · llama-farm bundle

    Generate LlamaFarm configurations from natural language. Activates for new projects, config creation, PDF/markdown/code patterns.
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    Config Validation · llama-farm bundle

    Schema-aware guidance for validating LlamaFarm configurations. Activates for llamafarm.yaml validation, config errors, schema reference.
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    Streaming Anomaly · llama-farm bundle

    Real-time streaming anomaly detection. Monitor data streams with automatic model updates, cold-start handling, and configurable retraining.
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    Text Classification · llama-farm bundle

    Zero-shot and custom text classification. Classify text with pre-trained models or train custom classifiers using SetFit with few-shot learning.
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    Commit Push Pr · llama-farm

    Commit changes, push to GitHub, and open a PR. Includes quality checks (security, patterns, simplification). Use --quick to skip checks.
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