Guides
77 guides available in the DeepSeek directory
API Access
DeepSeek V3 OpenRouter and Third-Party API Access Guide
How to access DeepSeek models through OpenRouter, Together AI, Fireworks AI, and other third-party providers with pricing comparison and integration examples.
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Neura MarketMathematics
DeepSeek R1 for Mathematical Olympiad Problem Solving
Using DeepSeek R1's reasoning for solving Mathematical Olympiad problems: number theory, combinatorics, geometry, and algebra with detailed step-by-step solutions.
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Neura MarketContent Writing
DeepSeek V3 for Content Writing and SEO Optimization
How to use DeepSeek V3 for producing high-quality, SEO-optimized content: blog posts, landing pages, product descriptions, meta tags, and content clustering strategies.
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Neura MarketAI Agents
Building AI Agents with DeepSeek Function Calling
Complete guide to building autonomous AI agents using DeepSeek's function calling API, including tool definition, multi-step reasoning, error recovery, and agent evaluation.
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Neura MarketProgramming
DeepSeek R1 for Competitive Programming and Algorithmic Challenges
How to use DeepSeek R1's reasoning for competitive programming: solving algorithmic challenges, optimizing solutions, analyzing time complexity, and preparing for coding interviews.
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Neura MarketTesting
DeepSeek V3 for Automated Testing and QA
Using DeepSeek V3 to generate test cases, write automated tests, create test data, perform exploratory testing analysis, and build testing strategies for complex applications.
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Neura MarketCost Optimization
DeepSeek API Cost Optimization Guide
Strategies for minimizing DeepSeek API costs while maintaining output quality: caching, batching, model selection, prompt optimization, and usage monitoring.
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Neura MarketCybersecurity
DeepSeek for Cybersecurity: Threat Analysis and Code Auditing
How to use DeepSeek models for cybersecurity tasks: vulnerability scanning, threat modeling, incident response analysis, secure code review, and security documentation.
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Neura MarketOptimization
DeepSeek V3 Context Window Management Strategies
Techniques for effectively managing DeepSeek V3's context window: chunking strategies, context compression, sliding window approaches, and priority-based context selection.
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Neura MarketResearch
DeepSeek for Scientific Research and Paper Analysis
Guide to using DeepSeek R1 for academic research: analyzing papers, extracting methodologies, comparing findings, generating literature reviews, and identifying research gaps.
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Neura MarketFramework Integration
DeepSeek Integration with LangChain and LlamaIndex
How to use DeepSeek models as the LLM backbone in LangChain and LlamaIndex frameworks for building AI agents, RAG pipelines, and multi-step reasoning chains.
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Neura MarketData Engineering
DeepSeek for Data Engineering: SQL, ETL, and Pipeline Design
How to use DeepSeek models for data engineering tasks: writing complex SQL queries, designing ETL pipelines, optimizing database performance, and building data models.
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Neura MarketMulti-Modal
DeepSeek V3 Multi-Modal Capabilities Guide
Guide to using DeepSeek's vision and multi-modal capabilities for image understanding, document analysis, chart interpretation, and visual question answering.
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Neura MarketRAG
Building RAG Applications with DeepSeek V3
End-to-end guide to building Retrieval-Augmented Generation systems with DeepSeek V3, covering vector databases, embedding strategies, chunking, and retrieval optimization.
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Neura MarketPrompt Engineering
DeepSeek R1 Prompt Engineering: Maximizing Reasoning Quality
Advanced prompt engineering techniques specific to DeepSeek R1's reasoning model, including think tag optimization, chain-of-thought control, and reasoning quality verification.
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Neura MarketFine-Tuning
Fine-Tuning DeepSeek V3 with Custom Datasets
Complete guide to fine-tuning DeepSeek V3 on custom datasets using LoRA/QLoRA, including data preparation, training configuration, evaluation, and deployment.
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Neura MarketEnterprise Integration
DeepSeek Coder V2 for Enterprise Code Review Automation
How to integrate DeepSeek Coder V2 into CI/CD pipelines for automated code review, security scanning, and style enforcement with GitHub Actions and GitLab CI examples.
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Neura MarketLocal Deployment
Running DeepSeek R1 Distilled Models on Consumer Hardware
Guide to running DeepSeek R1 distilled variants (1.5B, 7B, 8B, 14B, 32B, 70B) on consumer GPUs and CPUs using Ollama, llama.cpp, and vLLM with quantization strategies.
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Neura MarketAPI Tutorial
DeepSeek API Quickstart with Python and TypeScript
Step-by-step guide to setting up the DeepSeek API in both Python and TypeScript projects, with examples for chat completion, streaming, function calling, and JSON mode.
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Neura MarketModel Comparison
DeepSeek R1 vs V3: Which Model to Use and When
A comprehensive comparison of DeepSeek R1 (reasoning model) vs V3 (general-purpose model), with benchmarks, pricing, and use case recommendations for choosing the right model.
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Neura MarketGetting Started
How to Use DeepSeek R1 - freeCodeCamp Guide
Comprehensive written guide covering R1 setup, Deep Think mode, API usage, and practical coding examples for developers.
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freeCodeCampDeployment
Run DeepSeek R1 Locally with Ollama - DataCamp
Step-by-step DataCamp tutorial on local deployment with Ollama including installation, model selection, and API usage.
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DataCampAPI
DeepSeek R1 Quickstart - Together AI
Quick-start guide for running DeepSeek R1 via Together AI's API with code examples in Python and JavaScript.
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Together AIDeployment
DeepSeek R1 Local Deployment Guide 2026
SitePoint's updated 2026 guide covering Ollama and vLLM deployment paths with detailed hardware requirements.
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SitePoint