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James Briggs Profile picture
James Briggs
@jamescalam
AI dev studio: https://t.co/rLYkOCGxqD 🥑 Dev advocate @Pinecone ✏️ Learning and talking about everything https://t.co/aydfSKDCBB
Nov 9, 2023 • 7 tweets • 2 min read
Had a late-night look at the Assistants API retrieval and tried it out vs. @pinecone's new RAG framework Canopy, my main takeaways... 🧵 - Assistants API is okay for small use cases, but accuracy (even on <20 pages) is not ideal Image
May 4, 2023 • 6 tweets • 2 min read
#LLMs like GPT-4 are stuck in time — they only understand the world as it exists within their training data...

This causes issues when we need up-to-date info or interaction with specific datasets — here's how we fix that

pinecone.io/learn/langchai… 🔍📚 Retrieval augmentation uses an external knowledge base as a "window" into the world — we explore how to implement this for LLMs using @LangChainAI, reducing hallucinations and keeping info up to date
Apr 11, 2023 • 10 tweets • 5 min read
I built a ChatGPT @lex_fridman plugin that allows to chat with the collective wisdom contained across 499 of Lex's podcasts and videos... Here's how I built it 🧵

#ChatGPT #ArtificialIntelligence #nlproc #OPStack Started by:
- downloading Lex MP3s via @YouTube API
- transcribing audio to text with @OpenAI's large Whisper model
- (optional) hosted the new "lex-transcripts" dataset on @huggingface datasets! Image