CatGPT
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About
CatGPT is a specialized AI search tool designed specifically for feline-related inquiries. Utilizing a Retrieval Augmented Generation (RAG) framework, it bridges the gap between general large language models and domain-specific expertise. Unlike standard AI chatbots that may hallucinate or provide generic advice, this tool draws its information directly from a 'trusted corpus' to ensure that the advice provided is consistent with recognized experts in the field of cat behavior and care. The technical architecture of CatGPT involves transcribing audio from Jackson Galaxy's extensive YouTube library using OpenAI’s transcription services. These transcripts are then processed into vector embeddings and stored in a Pinecone database. When a user submits a query, the system performs a similarity search to find the most relevant snippets from the expert's videos. These snippets are then fed into GPT-3.5 as context, allowing the AI to generate a precise answer that includes direct links to the source material for further verification. This tool is primarily aimed at cat owners, veterinary assistants, and animal behaviorists looking for quick, authoritative answers to specific feline issues without sifting through hours of video content. It is particularly useful for troubleshooting behavioral problems like litter box issues, aggression, or dietary concerns. By narrowing the context to a single, trusted source, CatGPT provides a level of reliability often missing from general-purpose AI models, making it a valuable resource for pet care decisions. What distinguishes CatGPT from other AI assistants is its commitment to transparency and source-grounding. It doesn't just provide an answer; it provides the specific transcripts and timestamps from which the information was derived. This allows users to cross-reference the AI's output with the original expert's advice. Built on the LangChain framework and based on the Karpathy-GPT template, it serves as a practical example of how niche-specific RAG systems can be deployed to provide high-quality information.
Pros & Cons
Grounds answers in specific expert advice from Jackson Galaxy
Provides direct links to source transcripts for transparency
Reduces AI hallucinations by limiting search to a trusted corpus
Completely open-source and based on modern AI frameworks
User-friendly interface for quick cat-related troubleshooting
Knowledge is currently limited to a single YouTube channel
Relies on GPT-3.5 which may be less advanced than newer models
Does not include general veterinary medical data outside of the corpus
Search accuracy depends on the quality of automated transcripts
Use Cases
Pet owners can quickly find solutions to specific behavioral issues like furniture scratching or anxiety.
Vet clinic staff can use the tool to find expert behavior tips to share with clients during appointments.
New cat adopters can research proper introduction techniques between multiple pets using verified methods.
Animal shelter volunteers can look up standardized handling and care routines based on Jackson Galaxy's teachings.
Platform
Task
Features
• retrieval augmented generation (rag)
• pinecone vector storage
• fast api backend
• integration with youtube videos
• vector similarity search
• source transcript citations
• gpt-3.5 answer generation
• jackson galaxy video corpus
FAQs
Where does CatGPT get its information from?
Currently, the tool relies exclusively on a trusted corpus of transcripts from Jackson Galaxy's YouTube channel. This ensures that the advice provided is backed by a recognized feline behavior expert.
Can I see the sources used to generate an answer?
Yes, CatGPT provides relevant snippets of transcripts below every generated answer. Users can read through these sources or click through to watch the original YouTube videos for deeper context.
How does the RAG system work in this tool?
The system uses Pinecone to perform a similarity search between your query and vector embeddings of transcripts. The most relevant pieces of information are then given to GPT-3.5 as context to formulate a response.
Pricing Plans
Free
Free Plan• Unlimited search queries
• Source citations
• Video transcript snippets
• Access to Jackson Galaxy corpus
• GPT-3.5 powered answers
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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