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eBooks > Non-Fiction > Computing & I.T. > Computer Programming & Software Development > Algorithms & Data Structures
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Algorithms & Data Structures

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  • GPTQ in Production : Quantize, Validate, and Serve Efficient LLMs - Trex Team
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  • bitsandbytes : Practical 8-bit/4-bit Optimization for LLM Training and Inference - Trex Team
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  • AWQ Quantization : Shipping 4-Bit LLMs Without Quality Face-Plants - Trex Team
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  • GGUF Model Packaging : Managing Quantized LLM Artifacts for Local Inference - Trex Team
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  • Guardrails AI : Validating Outputs with Schemas, Rules, and Safe Retries - Trex Team
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  • Jina AI Search Stack : Embeddings, Rerankers, and Hybrid Retrieval End-to-End - Trex Team
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  • NeMo Guardrails : Policy-Driven Safety for Tool-Using Assistants - Trex Team
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  • RRF in Practice : Hybrid Search That Beats Pure Vector Retrieval - Trex Team
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  • SPLADE Sparse Retrieval : Modern BM25-Style Search for RAG Pipelines - Trex Team
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  • Llama Guard in Practice : Safety Classification Pipelines for LLM Responses - Trex Team
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  • ColBERT Reranking : High-Recall Retrieval Without Blowing Your Latency Budget - Trex Team
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  • BGE Rerankers : Training and Deploying Modern Cross-Encoder Reranking - Trex Team
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  • Production GraphRAG : Building Knowledge Graph Retrieval for Verifiable Enterprise Answers - Trex Team
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  • LiteLLM Proxy : Building a Multi-Provider LLM Gateway with Routing and Budgets - Trex Team
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  • OpenTelemetry for GenAI : Tracing Token Costs, Tool Calls, and RAG Latency - Trex Team
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  • Inspect AI : Writing Reproducible Evals and Safety Tests for LLM Systems - Trex Team
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  • OpenAI Evals Cookbook : Designing Benchmarks for Product-Grade LLM Features - Trex Team
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  • Practical Algorithms with Python : Solve Real-World Programming Problems with Data Structures, Search, Graphs, Optimization, and Machine Learning Basics - Imad Muratspahic
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    Imad Muratspahic
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  • OpenLIT for GenAI : OpenTelemetry-Style Observability for LLM Apps - Trex Team
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    OpenTelemetry-Style Observability for LLM Apps
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  • Phoenix for RAG Debugging : Traces, Retrieval Quality, and Hallucination Triage - Trex Team
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  • Weave by W &B : End-to-End Experiment Tracking for LLM Products - Trex Team
    Weave by W &B
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  • Langfuse : Open-Source LLM Observability, Tracing, and Prompt Versioning - Trex Team
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  • TruLens in Production : Feedback Functions, Scoring, and Continuous Evals - Trex Team
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    Feedback Functions, Scoring, and Continuous Evals
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  • PromptLayer Ops : Managing Prompts, Experiments, and Releases Like Code - Trex Team
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  • Continue.dev for Teams : Private Coding Assistants with Repo Context and Policy Controls - Trex Team
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  • Ragas for RAG : Measuring Retrieval, Faithfulness, and Answer Quality at Scale - Trex Team
    Ragas for RAG
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    Trex Team
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  • DeepEval : Building an Automated LLM Evaluation Harness That Engineers Trust - Trex Team
    DeepEval
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    Trex Team
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  • Helicone Playbook : Monitoring, Caching, and Cost Controls for LLM APIs - Trex Team
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  • Giskard for LLM QA : Detecting Harmful, Biased, and Broken Behaviors Before Launch - Trex Team
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  • OpenHands : Building Task-Executing Agents for Real Repos, Tickets, and Toolchains - Trex Team
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  • OpenDevin Engineering : Self-Hosted Software-Dev Agents for Private Codebases - Trex Team
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  • Data structure and algorithms for AI & ML - anshu
    Data structure and algorithms for AI & ML
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  • OpenSearch Neural Search : Hybrid Retrieval, Reranking, and Operations - Trex Team
    OpenSearch Neural Search
    Hybrid Retrieval, Reranking, and Operations
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  • Elasticsearch ELSER : Semantic Search Without Managing Embeddings - Trex Team
    Elasticsearch ELSER
    Semantic Search Without Managing Embeddings
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  • SGLang : Structured Generation for Tool Use, JSON Outputs, and Fast Inference - Trex Team
    SGLang
    Structured Generation for Tool Use, JSON Output...
    Trex Team
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  • vLLM Serving : High-Throughput LLM APIs with PagedAttention and KV Cache Tuning - Trex Team
    vLLM Serving
    High-Throughput LLM APIs with PagedAttention an...
    Trex Team
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  • Text Generation Inference (TGI) : Deploying Transformers with Streaming and Batching - Trex Team
    Text Generation Inference (TGI)
    Deploying Transformers with Streaming and Batching
    Trex Team
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  • Ollama for Teams : Local Model Distribution, Versioning, and Secure Developer Workflows - Trex Team
    Ollama for Teams
    Local Model Distribution, Versioning, and Secur...
    Trex Team
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  • Redis Vector Similarity : Real-Time Retrieval and Caching for AI Apps - Trex Team
    Redis Vector Similarity
    Real-Time Retrieval and Caching for AI Apps
    Trex Team
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  • TensorRT-LLM Optimization : Quantization, Kernel Fusion, and Throughput Engineering - Trex Team
    TensorRT-LLM Optimization
    Quantization, Kernel Fusion, and Throughput Eng...
    Trex Team
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  • Qdrant Vector Search : Shipping High-Recall Retrieval with Filters and Payloads - Trex Team
    Qdrant Vector Search
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  • Chroma in Production : Lightweight Vector Stores for Prototypes That Grow Up - Trex Team
    Chroma in Production
    Lightweight Vector Stores for Prototypes That G...
    Trex Team
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  • Tantivy in Rust : Building High-Performance Full-Text Search Services - Trex Team
    Tantivy in Rust
    Building High-Performance Full-Text Search Serv...
    Trex Team
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  • Milvus at Scale : Vector Indexing, Sharding, and Retrieval Operations - Trex Team
    Milvus at Scale
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    Trex Team
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  • Typesense Search : Instant Search APIs with Relevance You Can Tune - Trex Team
    Typesense Search
    Instant Search APIs with Relevance You Can Tune
    Trex Team
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  • LanceDB : Columnar Vector Storage for Fast Local and Cloud Retrieval - Trex Team
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  • Vespa for AI Search : Serving Hybrid Retrieval at Web-Scale - Trex Team
    Vespa for AI Search
    Serving Hybrid Retrieval at Web-Scale
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  • pgvector for Postgres : Practical Vector Search Without a New Database - Trex Team
    pgvector for Postgres
    Practical Vector Search Without a New Database
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  • NVIDIA NIM in Practice : Standardized Inference Microservices for Enterprise GenAI - Trex Team
    NVIDIA NIM in Practice
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  • Ray Serve for LLM Apps : Scalable APIs, Batching, and Async Tool Pipelines - Trex Team
    Ray Serve for LLM Apps
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  • KServe on Kubernetes : Production Model Serving with Canary Releases and Autoscaling - Trex Team
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  • Ultimate Java Design Patterns : Master Creational, Structural, Behavioral, Concurrency, and Architectural Patterns for Scalable Enterprise Java Applications (English Edition) - Ricken Bazolo
    Ultimate Java Design Patterns
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  • Learning Adversarial AI 2026 : Mastering AI Security, Attacks & Defense Strategies - Muhammad Juniad Niazi
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  • Quantum Artificial Intelligence : Technologies, Algorithms and Programming - Deepika Ghai
    Quantum Artificial Intelligence
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  • Membership Inference & Privacy Leakage : Measuring and Reducing Data Exposure - Trex Team
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  • Agent2Agent Protocol (A2A) : Building Interoperable Multi-Agent Systems Across Vendors - Trex Team
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  • Practical Federated Learning Systems : Privacy-Preserving Training Across Devices and Orgs - Trex Team
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  • Policy-as-Code for GenAI : Enforcing Safety and Compliance in CI/CD - Trex Team
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  • Stopping LLM Data Exfiltration : DLP Patterns for Prompts, Logs, and Retrieval - Trex Team
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