Resource Library

Explore AI coding tools available through Vincony's unified API. Each tool includes examples, tutorials, and direct links to try them.

Showing 40 of 40 tools

Code Helper

Developer Tools

AI-powered code generation, completion, debugging, and refactoring. Supports 50+ languages with model selection.

Code on Vincony

Code Helper Example

python

result = client.code.complete(
  prompt="Create a FastAPI endpoint",
  model="codestral",
  language="python"
)

Regex Builder

Developer Tools

Describe patterns in natural language and get tested regex with explanations.

Code on Vincony

Regex Builder Example

python

regex = client.regex.build(
  description="Match ISO dates",
  test_cases=["2024-01-15"],
  flavor="python"
)

API Doc Generator

Developer Tools

Auto-generate OpenAPI specs, SDK docs, and README files from your codebase.

Code on Vincony

API Doc Generator Example

python

docs = client.docs.generate(
  source="./src/api/",
  format="openapi-3.1",
  include_examples=True
)

Code Review

Developer Tools

Multi-model consensus reviews. Get feedback from multiple AI models simultaneously for comprehensive analysis.

Code on Vincony

Code Review Example

python

review = client.code.review(
  code=pull_request_diff,
  models=["codestral", "qwen3-coder", "claude"],
  consensus=True,
  severity_threshold="warning"
)

MCP – Model Context Protocol

Developer Tools

Persistent context across coding sessions. Your AI remembers your codebase architecture, conventions, and past decisions.

Code on Vincony

MCP – Model Context Protocol Example

python

session = client.mcp.create_session(
  project="my-app",
  context_sources=["./src/", "./docs/"],
  persist=True
)

Batch Generation

Developer Tools

Process multiple code tasks in parallel across different models. Ideal for large-scale refactoring.

Code on Vincony

Batch Generation Example

python

batch = client.batch.submit(
  tasks=[
    {"action": "refactor", "file": "auth.py"},
    {"action": "test", "file": "auth.py"},
  ],
  model="qwen3-coder"
)

Blog Writer

Content & Writing

Generate long-form blog posts, tutorials, and articles with SEO optimization, custom tone, and automatic structuring.

Code on Vincony

Blog Writer Example

python

article = client.content.write(
  topic="Getting started with FastAPI",
  tone="tutorial",
  word_count=1500,
  seo_keywords=["fastapi", "python api"],
  model="gpt-4o"
)

Content Repurposer

Content & Writing

Convert one article into Twitter threads, LinkedIn posts, email newsletters, video scripts, and more.

Code on Vincony

Content Repurposer Example

python

formats = client.content.repurpose(
  source="https://blog.example.com/post",
  outputs=["twitter_thread", "linkedin",
           "email", "video_script"],
  tone="professional"
)

Proofreader

Content & Writing

Fix grammar, improve clarity, check style consistency, and enforce your brand voice across all content.

Code on Vincony

Proofreader Example

python

result = client.content.proofread(
  text=draft_article,
  style_guide="ap",
  check=["grammar", "clarity", "tone"],
  severity="all"
)

Headline Generator

Content & Writing

Generate click-worthy headlines with emotional scoring, A/B variants, and SEO optimization built in.

Code on Vincony

Headline Generator Example

python

headlines = client.content.headlines(
  topic="AI code review tools",
  count=10,
  score_by=["emotion", "curiosity", "seo"],
  max_length=70
)

Paraphraser

Content & Writing

Rewrite text in different tones — formal, casual, technical, or creative — while preserving meaning.

Code on Vincony

Paraphraser Example

python

rewritten = client.content.paraphrase(
  text="AI is changing how we code.",
  tones=["formal", "casual", "technical"],
  preserve_keywords=True
)

Smart Model Router

AI Models & Platform

Automatically select the best AI model for each prompt based on task type, complexity, and cost optimization.

Code on Vincony

Smart Model Router Example

python

response = client.chat.complete(
  prompt="Optimize this SQL query...",
  model="auto",  # router picks best model
  optimize_for="quality",  # or "speed", "cost"
  fallback="gpt-4o"
)

Model Comparison

AI Models & Platform

Run the same prompt across multiple models side-by-side. Compare quality, speed, and cost in real time.

Code on Vincony

Model Comparison Example

python

comparison = client.models.compare(
  prompt="Explain microservices",
  models=["gpt-4o", "claude-4", "gemini-2"],
  metrics=["quality", "latency", "cost"],
  runs=3  # average over multiple runs
)

BYOK (Bring Your Own Key)

AI Models & Platform

Use your own API keys from OpenAI, Anthropic, Google, and others. Pay provider rates with zero markup.

Code on Vincony

BYOK (Bring Your Own Key) Example

python

client = vincony.Client(
  api_key="YOUR_VINCONY_KEY",
  provider_keys={
    "openai": "sk-...",
    "anthropic": "sk-ant-...",
    "google": "AIza..."
  }
)

Fact Checker

Multi-Model Consensus

Cross-reference claims across 3+ AI models and web sources. Get confidence scores and source citations.

Code on Vincony

Fact Checker Example

python

result = client.consensus.fact_check(
  claim="Python is faster than C++",
  models=["gpt-4o", "claude-4", "gemini-2"],
  include_web_sources=True,
  confidence_threshold=0.8
)

Hallucination Detector

Multi-Model Consensus

Catch AI fabrications by cross-verifying outputs. Flag unsupported claims, fake citations, and invented data.

Code on Vincony

Hallucination Detector Example

python

audit = client.consensus.detect_hallucinations(
  text=ai_generated_article,
  models=["gpt-4o", "claude-4"],
  check=["citations", "statistics",
         "named_entities", "dates"],
  strict=True
)

Debate Arena

Multi-Model Consensus

Have multiple AI models argue opposing sides of a question. Review their reasoning and pick the best answer.

Code on Vincony

Debate Arena Example

python

debate = client.consensus.debate(
  question="Should we use microservices?",
  models=["gpt-4o", "claude-4", "gemini-2"],
  rounds=3,
  judge_model="gpt-4o",
  output="structured_summary"
)

Prompt A/B Tester

Multi-Model Consensus

Test prompt variations across models to find the optimal wording. Get statistical significance on quality scores.

Code on Vincony

Prompt A/B Tester Example

python

test = client.consensus.ab_test(
  prompts=[
    "Summarize this article",
    "Give me a concise summary of:",
    "TL;DR this article in 3 bullets",
  ],
  models=["gpt-4o", "claude-4"],
  evaluators=["relevance", "conciseness"],
  runs=10
)

Image Generation

Media Generation

Generate images with DALL-E 3, Flux, and Stable Diffusion. Support for inpainting, outpainting, and style transfer.

Code on Vincony

Image Generation Example

python

image = client.media.generate_image(
  prompt="Futuristic city skyline at sunset",
  model="flux-pro",  # or "dall-e-3", "sdxl"
  size="1024x1024",
  style="photorealistic",
  negative_prompt="blurry, low quality"
)

Video Generation

Media Generation

Create AI videos from text prompts using Veo 3, Kling, and Runway. Text-to-video and image-to-video supported.

Code on Vincony

Video Generation Example

python

video = client.media.generate_video(
  prompt="A drone flying over mountains",
  model="veo-3",  # or "kling-2", "runway-gen4"
  duration=10,     # seconds
  resolution="1080p",
  fps=24
)

Voice Studio

Media Generation

Text-to-speech with 100+ voices, voice cloning, and video dubbing in 30+ languages via ElevenLabs and OpenAI TTS.

Code on Vincony

Voice Studio Example

python

audio = client.audio.text_to_speech(
  text="Welcome to our product demo.",
  voice="aria",
  model="elevenlabs-v2",
  speed=1.0,
  format="mp3"
)

Song Studio

Media Generation

Create full songs with vocals, instrumentals, and lyrics using Suno. Choose genre, mood, and vocal style.

Code on Vincony

Song Studio Example

python

song = client.audio.generate_song(
  lyrics="Verse about coding at midnight...",
  genre="indie-rock",
  mood="energetic",
  model="suno-v4",
  duration=180
)

SEO Studio

SEO & Business

Keyword research, content audits, competitor analysis, and rank tracking. Generate SEO-optimized content briefs.

Code on Vincony

SEO Studio Example

python

audit = client.seo.audit(
  url="https://example.com",
  checks=["meta_tags", "headings",
          "keywords", "performance"],
  competitors=["competitor1.com"],
  generate_recommendations=True
)

Search Agent

SEO & Business

AI-powered web search that returns structured answers with citations, source quality scores, and follow-up suggestions.

Code on Vincony

Search Agent Example

python

results = client.search.query(
  question="Best Python testing frameworks 2026",
  sources=["web", "github", "stackoverflow"],
  max_results=10,
  include_citations=True,
  summarize=True
)

SQL Optimizer

Developer Tools

Paste slow SQL queries and get optimized versions with index recommendations, execution plan analysis, and performance benchmarks.

Code on Vincony

SQL Optimizer Example

python

optimized = client.code.optimize_sql(
  query="SELECT * FROM orders JOIN users...",
  dialect="postgresql",
  include_indexes=True,
  explain_changes=True
)

CI/CD Generator

Developer Tools

Describe your deployment workflow in plain English — get production-ready GitHub Actions or GitLab CI pipeline configs.

Code on Vincony

CI/CD Generator Example

python

pipeline = client.code.generate(
  prompt="Node.js: lint, test, build Docker, deploy to AWS ECS",
  output="github-actions",
  include_caching=True
)

Meeting Notes Summarizer

Content & Writing

Paste a meeting transcript — get structured summaries, action items, decisions, and follow-up emails automatically.

Code on Vincony

Meeting Notes Summarizer Example

python

summary = client.content.summarize_meeting(
  transcript=meeting_text,
  format="structured",
  extract=["action_items", "decisions",
           "follow_ups", "key_topics"]
)

Translation Studio

Content & Writing

Context-aware AI translation into 50+ languages that preserves tone, idioms, and brand voice. Supports batch processing.

Code on Vincony

Translation Studio Example

python

translated = client.content.translate(
  text=article_content,
  target_languages=["es", "fr", "de", "ja"],
  preserve_tone=True,
  glossary=custom_terms
)

Token Analytics Dashboard

AI Models & Platform

Visualize exactly where your AI credits go. Track spending by model, task type, and team member with optimization recommendations.

Code on Vincony

Token Analytics Dashboard Example

python

analytics = client.platform.usage_analytics(
  period="last_30_days",
  group_by=["model", "task_type"],
  include_recommendations=True
)

Model Versioning

AI Models & Platform

Pin your AI outputs to specific model versions for reproducible results. No more surprise behavior changes after provider updates.

Code on Vincony

Model Versioning Example

python

response = client.chat.complete(
  model="gpt-5@v20260301",  # pinned version
  messages=[{"role": "user", "content": "..."}],
  version_lock=True
)

Contract Analyzer

Multi-Model Consensus

Upload a contract — get risk analysis, red flags, and clause-by-clause review from multiple AI models for higher-confidence insights.

Code on Vincony

Contract Analyzer Example

python

analysis = client.consensus.analyze_contract(
  document="contract.pdf",
  models=["gpt-5", "claude-opus", "gemini-3"],
  checks=["risks", "obligations", "ambiguity"],
  jurisdiction="US"
)

Sentiment Analyzer

Multi-Model Consensus

Aggregate sentiment scores across multiple AI models for 95%+ accuracy. Detect emotions, themes, and urgency in customer feedback.

Code on Vincony

Sentiment Analyzer Example

python

sentiment = client.consensus.analyze_sentiment(
  texts=customer_reviews,
  models=["gpt-5", "claude-opus", "gemini-3"],
  extract=["sentiment", "emotions", "themes"],
  aggregate="weighted_consensus"
)

3D Model Generator

Media Generation

Generate 3D models from text descriptions — ready for Unity, Unreal Engine, and AR applications. Export as GLB, OBJ, or FBX.

Code on Vincony

3D Model Generator Example

python

model_3d = client.media.generate_3d(
  prompt="Low-poly medieval castle with towers",
  format="glb",
  texture_resolution="2k",
  polygon_budget=50000
)

Email Assistant

Content & Writing

AI-powered email drafting, replying, and follow-up sequences. Context-aware responses that match your tone.

Code on Vincony

Email Assistant Example

python

draft = client.email.draft_reply(
  incoming_email=email_text,
  tone="professional_friendly",
  context="Available Thursday 2-4 PM"
)

Webhook Builder

Developer Tools

Generate production-ready webhook handlers with signature verification, retries, and logging from plain-English descriptions.

Code on Vincony

Webhook Builder Example

python

handler = client.code.generate_webhook(
  provider="stripe",
  events=["checkout.session.completed"],
  framework="fastapi",
  include_retry_logic=True
)

Data Pipeline Generator

Developer Tools

Describe your ETL flow in plain English — get complete pipeline configs for Airflow, dbt, or Prefect with data quality checks.

Code on Vincony

Data Pipeline Generator Example

python

pipeline = client.code.generate_pipeline(
  description="Extract from Postgres, transform, load to BigQuery",
  framework="airflow",
  include_data_quality_checks=True
)

Wireframe Generator

Media Generation

Generate UI wireframes from text descriptions. Export as PNG, SVG, or Figma files. Convert wireframes to React code.

Code on Vincony

Wireframe Generator Example

python

wireframe = client.media.generate_wireframe(
  description="Dashboard with sidebar and charts",
  style="clean_modern",
  export_formats=["png", "svg", "figma"]
)

Privacy Policy Generator

SEO & Business

Generate GDPR, CCPA, and PIPEDA-compliant privacy policies tailored to your business. Multi-regulation support.

Code on Vincony

python

policy = client.legal.generate_privacy_policy(
  business_name="MyApp Inc.",
  jurisdictions=["GDPR", "CCPA"],
  data_collected=["email", "analytics"]
)

Spreadsheet Formula Generator

AI Models & Platform

Describe what you need — get complex Excel or Google Sheets formulas with step-by-step explanations and alternatives.

Code on Vincony

Spreadsheet Formula Generator Example

python

formula = client.tools.spreadsheet_formula(
  description="Weighted average where A is Active",
  platform="google_sheets",
  explain=True
)

Business Plan Generator

SEO & Business

Turn a one-page idea brief into a comprehensive business plan with market analysis, financial projections, and competitive landscape.

Code on Vincony

Business Plan Generator Example

python

plan = client.content.business_plan(
  brief="AI-powered code review SaaS for enterprise",
  sections=["executive_summary", "market_analysis",
            "financial_projections", "go_to_market"],
  projection_years=3
)

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