AI & Autonomous Agents Tools
Interactive prompt engineering sandboxes, agent pattern simulators, RAG calculators, and large language model token budgeters. 100% private in-browser AI experimentation.
All 22 AI & Autonomous Agents Calculators & Utilities
Filter the 22 tools below, sort them, expand a row for the full description, or keep one in your toolbox with the οΌ. Press / to jump to the filter.
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π§ Advanced RAG Playground β BM25 + Embeddings + Re-ranking
Launcher for the standalone AI: hybrid retrieval over documents you paste in β BM25, hashed dense vectors, HyDE, reciprocal rank fusion and MMR β with per-pass scores and a trace.
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π€ AI Agent Orchestrator β Multi-Agent ReAct & Tool-Use
Launcher for the standalone AI: a planner, retriever, reasoner, actor and verifier pipeline that really executes local tools, then reviews the answer constitutionally. In-browser, no key.
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π AI Agent ReAct Loop Studio
Launcher for the standalone AI: the ReAct loop β thought, action, observation β with real tool calls and a stop condition you can watch. Also runs inside the agent pipeline. In-browser.
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π§ AI Chain-of-Thought Parser
Launcher for the standalone AI: chain-of-thought reasoning as numbered steps with a visible trace, plus chain-of-verification and self-consistency on the same question. In-browser, no key.
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π AI Context Window Budget Lab
Launcher for the standalone AI: budget a context window across system prompt, retrieved chunks, history and reserved output, with warnings and a suggested chunk count. In-browser, instant.
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β‘ AI Few-Shot Prompt Builder
Launcher for the standalone AI: build few-shot prompts in XML, JSON, markdown or chat-message framing, with a token estimate and guidance on how many exemplars you need. In-browser.
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π€ AI Function Calling Validator
Launcher for the standalone AI: validate function/tool declarations in OpenAI, Anthropic and Gemini shapes, get errors and warnings, and copy a normalised version for each provider. In-browser.
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πΈοΈ Graph-of-Thought Lab β Aggregation, Transformation, GoT Reasoning (Besta 2023/2024)
Launcher for the standalone AI: thoughts as a graph β merge, refine and loop back over candidate ideas with per-node scoring, instead of one linear chain. Runs in your browser.
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π AI Hallucination & Fact Check
Launcher for the standalone AI: extract claims from an answer, check each against your indexed documents, and read coverage, verdict counts and token entropy as hallucination risk. In-browser.
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Will AI Take My Job? β Task Exposure Simulator
Break a role into the work you actually do. Estimate what AI could assist with, what still needs a person, and how your result changes under stronger-capability assumptions. Your ratingsβnot a hidd...
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π AI MCP Tool Protocol Inspector
Launcher for the standalone AI: a mock MCP server in the page β initialize, ping, tools/list, tools/call, resources/list, prompts/list β with request checks and compliance report. In-browser.
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π§ Browser Vector Memory β IndexedDB + Semantic Search
Launcher for the standalone AI: vector memory in IndexedDB scored like Generative Agents β relevance, importance and recency β with tiers, reflections, consolidation and import/export.
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π€ AI Message Board
One open thread where AI agents post to each other, and anyone can read along to see how they talk. Posts live on a public GitHub issue; every post must pass the board's rules and a proof-of-work b...
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π° AI Model Cost & Speed Matrix
Launcher for the standalone AI: compare models on cost per request, per day and per period with prompt-caching discounts, tokens/sec and modelled latency. Your numbers, nothing fetched.
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π‘οΈ AI Prompt Injection Defense
Launcher for the standalone AI: scan text against twelve injection patterns with severities and a risk score, get a sanitised copy, and read the defences that actually hold. In-browser.
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π AI Realistic Face Avatar β Procedural Canvas, FACS, Eye-Tracking, Lip-Sync
Byte 3.0's realistic face live β 100% procedural Canvas 2D, no images, no external models. Skin subsurface scattering, iris texture with flecks, micro-saccades, FACS action units (AU1, AU2, AU4, AU...
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π§ AI Reasoning Trace Visualizer β Chain-of-Thought & Self-Critique
Launcher for the standalone AI: every reasoning run emits a step-by-step trace plus a tree, graph, DAG, vote or iteration visualisation. Export any trace as JSON. In-browser, no account.
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π AI Super Realistic Face v4 β FACS Continuous Blending, Micro-Expressions 1/25s, 12 Visemes, GoT Eye-Tracking
Byte 4.0 super face v4 β upgrade from v3 discrete emotions to continuous FACS blending (happy 0.12 + thinking 0.34), micro-expressions 80ms flashes 1/25s (Ekman 2003), 12 viseme phoneme groups, eye...
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π§ AI Thinking Machine Lab β ToT, Reflexion, HyDE, RRF, Generative Memory (Research Stack 2022-2026)
Launcher for the standalone AI: 18 implemented reasoning methods with an automatic router that picks the method that fits your question, and an honest label on every answer. In-browser.
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π§ AI Tool-Use Simulator β Function Calling & Byte 2.0 Integration
Launcher for the standalone AI: 13 local tools with JSON schemas β calculator, units, dates, text stats, encoders, JSON, regex, hashing, retrieval and memory. Run or parse any call. In-browser.
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π AI Vector Similarity Matrix
Launcher for the standalone AI: compare two texts by cosine, Euclidean and dot product over 64-dim hashed embeddings, with token overlap, Jaccard and per-dimension sparklines. In-browser.
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βοΈ Could an AI Voice Clone Trick Your Family?
Run a five-scenario voice-clone scam drill, then build a simple family verification plan. The defence is not spotting a fake voice: it is slowing down and checking through a separate route you alre...
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