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Description

Hey everyone! Thank you so much for watching the 69th episode of the Weaviate Podcast featuring Charles Pierse from Tactic! Tactic has recently launched their new Tactic Generate project, an incredible UI for conducting research across multiple documents. I think there is a massive opportunity to pair these prompts and LLM workflows with User Interfaces and take more of a holistic User Experience perspective. Tactic Generate has done an incredible job of that, please take a look from the link below! I had such a fun conversation catching up with Charles (Charles was our 2nd Weaviate Podcast guest!), I hope you enjoy the podcast!

Tactic Generate: https://tactic.fyi/generative-insights/

Chapters
0:00 Tactic Generate
1:40 Welcome Charles!
2:38 Charles’ work at Tactic
4:40 LLMs comparing documents
9:10 LLM Chaining
17:30 Discovering LLM Chains
20:28 Moats in ML Products
28:48 Fine-Tuning vs. RAG
34:30 Fine-Tuning Search Models
39:45 Skepticism on RLHF
41:52 Gorilla, Integrations, and CRM
45:40 Query Routers
47:55 CRM and Tree-of-Thoughts
55:54 Graph Embeddings
1:02:20 Llama CPP / GGML
1:04:28 What are you looking forward to most in AI?