PawLogic

Straight answers for dogs and cats.

Ask about health, food, training or breeds. PawLogic checks each answer against a vetted dog and cat knowledge base, shows you where it came from, and tells you when it is time to call a vet.

  • Every answer lists its sources, sentence by sentence
  • Flags emergencies such as lilies, chocolate and bloat
  • Can run on a free AI model on your own computer
A happy yellow Labrador looking up at the camera
A tabby cat sitting in front of a mustard yellow wall

Shows its sources

Try asking

A grey cat playfully pawing at a tan dog

Pet advice is everywhere. Knowing what to trust is harder.

General chatbots answer confidently whether or not they are right. PawLogic only answers pet questions, pulls its facts from a curated knowledge base of AKC dog breeds, TICA cat breeds and veterinary care guides, and marks any sentence it could not back up.

It is a guide, not a vet. When symptoms sound urgent, it says so first.

What happens when you ask

  1. Check the question

    Off-topic requests and prompt tricks are declined, personal details are removed, and emergencies are flagged straight away.

  2. Find the evidence

    It searches the dog or cat knowledge base, translating everyday words like "cries when picked up" into the clinical terms vets use.

  3. Write the answer

    The AI answers from that evidence with source numbers, and exact tools handle maths such as chocolate doses.

  4. Fact-check it

    Each sentence is checked against the sources. Weak drafts are rewritten, and anything unsupported is labelled.

Ask PawLogic RAG Active
🐶 Active: Buddy (Labrador, 6m)
🐾

Hi, I'm PawLogic. Ask me about your dog's or cat's health, food, training or breed.

Each answer lists its sources, and the fact check under it shows which sentences the knowledge base supports. For anything urgent, I'll tell you to call a vet first.

⚡ Live Agentic Pipeline Trace

REALTIME

Each question runs through: Validator, Entity extractor, Retriever, Responder, Verifier.

🛡️ Validator Agent STANDBY
Monitors input queries against pet-care domain rules and emergency health red flags.
🔍 Entity & Intent Extractor STANDBY
Parses Pet Names, Breeds, Metrics (Age, Weight), Activities, and Conditions.
📚 Retriever Agent (Corrective RAG) INDEXED
Searches AKC dog breeds, TICA cat breeds and dog and cat care guides, scoped to the species you ask about.
💬 Response Agent (LLM) READY
Writes the answer from the retrieved evidence with source numbers. A local model or GPT-4, depending on setup.

Personalized Training Plan Wizard

Configure your pet's profile to synthesize custom daily routines and 4-week progressive drills.

📋

No Training Plan Generated Yet

Submit the pet profile form on the left to synthesize a custom daily routine and 4-week progressive drills tailored to your dog's breed and developmental stage.

American Kennel Club (AKC) Breed Standards

Grounded directly in official breed standards from akc.org.

Canine Breed Comparison Arena

Side-by-side comparative analysis of AKC traits, energy requirements, trainability, shedding, and health risks.

VS
AKC Trait Breed 1 Breed 2

Canine Caloric Need Calculator

Calculate daily Resting Energy Requirement (RER) & Maintenance Energy Requirement (MER) using veterinary clinical formulas.

Veterinary Formula:
• RER = 70 × (weight_kg)^0.75
• MER = RER × Life Stage Factor

Daily Nutritional Breakdown

Scientific guidelines based on AAHA and WSAVA Global Nutrition Committee standards.

Daily Caloric Target 1,050 kcal / day (Total Maintenance)
Max Treat Allowance (10%) 105 kcal / day (Prevent obesity)
Est. Water Requirement 1,200 ml / day (50-60 ml/kg)
Protein Target (Min) 52g grams / day crude protein

🥗 Dietary Strategy & Portion Control

Divide the daily 1,050 kcal quota into 2 equal meals. If using training treats, subtract treat calories directly from the main meal rations to prevent caloric surplus.

Comparative Analysis of Agentic AI Libraries

Benchmarking results across LangChain, LangGraph, OpenAI SDK, CrewAI, PydanticAI, and Microsoft AutoGen.

Latency Leader
5.67s
PydanticAI (Fastest response time & high precision)
Highest Similarity Score
0.7574
PydanticAI & OpenAI SDK (0.7558)
Recommended RAG framework
LangChain
This prototype uses its own BM25 retriever
Standardized Test Query
Quantum Computing in 2025
Evaluated across all 6 libraries

Workflow Benchmark: Web Search & Reasoning

Rank Library Response Time Output Length Similarity Score Fallback Handling Status

🎯 Architectural Recommendations Matrix

Evidence-based analysis mapping framework features to production enterprise use cases.

Domain Knowledge RAG

LangChain (recommended)

Recommended for scaling PawLogic because of its vector store connectors and document splitters. The current prototype keeps retrieval dependency-free with BM25.

Type Safety & Validation

PydanticAI

Ideal for strictly typed JSON extraction, zero schema hallucinations, and fastest execution latency.

Role-Based Multi-Agent

CrewAI / AutoGen

Best suited for human-like conversational roleplay (e.g. Researcher, Writer, Reviewer) and asynchronous multi-turn debates.

Cyclic Stateful Graphs

LangGraph

Unmatched for state checkpoints, conditional branching loops, and human-in-the-loop review approvals.

⚖️ Vet Council: Multi-Agent Debate

3 SPECIALISTS + JUDGE

A Veterinarian, Behaviorist and Nutritionist each answer from their own knowledge slice; a Judge merges the positions.

🗓️ Proactive Care Schedule

ACTIVE PET PASSPORT

Create or select a pet in the Pet passport tab, then load its schedule.

Clinical Protocols & Domain Guardrails

How the guardrails work, and what the knowledge base is (and is not)

🛡️ Domain Validation Guardrails

A rule-based validator agent checks every question against pet-care keyword lists and prompt-injection patterns before anything reaches the model. Out-of-domain queries (coding, finance, politics, non-pet trivia) receive polite refusal and redirection to maintain high clinical focus and eliminate hallucination risks.

🚨 Emergency Triage Protocols

Immediate automated red-flag banners trigger whenever life-threatening symptoms or known toxic ingestions are detected:

Chocolate & Cocoa
Theobromine cardiac & neurological toxicity.
Xylitol / Birch Bark
Precipitous hypoglycemia & acute hepatic necrosis.
Grapes & Raisins
Acute oliguric renal failure.
Gastric Torsion (GDV)
Non-productive retching & distended abdomen.

📚 Where the knowledge comes from

Dog breed records are compiled from American Kennel Club breed pages and cat breeds from the TICA breed list. The care guides behind health, nutrition, toxin and behaviour answers were written for this university project with AI assistance and summarise widely published veterinary guidance. No veterinarian has reviewed them. The fact check under each answer shows which sentences those sources support — it does not certify that the sources are clinically authoritative. PawLogic is a study aid and a guide, never a substitute for veterinary care.

🐕 American Kennel Club (AKC) Grounding

All breed advice, energy levels (1-5), trainability ratings (1-5), barking tendencies, grooming requirements, and developmental growth-plate precautions are grounded in standards curated directly from akc.org.

Pet Profile & Health Passport

Configure personalized biometric, dietary, and vaccination parameters for RAG-grounded care.

Active Canine Passport

Live biometric snapshot synchronized with Swarm Chat & Training Planner.

🐕
Buddy
Labrador Retriever • Sporting Group
✅ ACTIVE
Age 6 months
Current Weight 22.0 kg
Activity Level High
Vaccination Up to date
🥣 High-protein puppy formula 🛡️ No known allergies

⚖️ Weight Progression & Growth Tracker

Growth Milestone Log