Pinned
Built a new Python lib to make chatbots steerable, make agentic RAG (and tool use) superfast, and provide safety guardrails:
github.com/aurelio-labs/s…
Videos coming soon
#ArtificialIntelligence #GenAI #LLMs
James Briggs
1,121 posts
James Briggs
@jamescalam
Joined May 2016
- 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
00:00 - 🚨 Everything you need to know about @langchain! The LangChain AI Handbook is a free eight-chapter ebook + videos, interactive notebooks, and bonus projects by myself and @fpingham pinecone.io/learn/langchai… #NLProc #GenerativeAI #LLMs #GPT4
- Llama 2 is the first local LLM that I’ve found to work as a conversational agent (almost) out of the box with @langchain - it’s awesome - check it out: youtu.be/6iHVJyX2e50 #nlproc #Llama2 #opensource #artificalintelligence
- Mixtral 8x7B is insanely good — here's my walkthrough on deploying it and using it as an open AI agent youtu.be/aCRvIPpFyEI @MistralAI #AI #ArtificialInteligence #NLProc #GenAI
- Had a late-night look at the Assistants API retrieval and tried it out vs. @pinecone's new RAG framework Canopy, my main takeaways... 🧵
- Full chatbot walkthrough using RAG with @pinecone and @langchain 📕 Code notebook is here: github.com/pinecone-io/ex… #GenerativeAI #GenAI #nlproc #ArtificialIntelligence
00:00 - Diving into retrieval augmentation with #Llama2 (on a single free-tier Colab GPU 👀) — using @huggingface @langchain and @pinecone to: - Squash hallucinations - Optimize contexts - Keep LLM knowledge updated - Let us cite sources! youtu.be/ypzmPwLH_Q4 #GenAI #NLProc #ai
- #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
- I put together this notebook for building a @langchain docs plugin for @OpenAI's new chatgpt plugins: github.com/pinecone-io/ex… Video to follow soon! #ChatGPT #ChatGPTPlus #nlproc #generativeai
- Deep dive on @langchain streaming — going from 101 essentials to FastAPI agent streaming in ~25 min 🚀
00:00 - Getting started with the epic @langchain library using @OpenAI and @huggingface hub: pinecone.io/learn/langchai… First in an upcoming series of content on LangChain and another tooling in the new LLM ecosystem #NLProc #generativeai #gpt3 #ArtificialIntelligence
- Created two arxiv AI/ML paper datasets containing 423 of the most relevant AI/ML papers for GenAI and LLMs — would make an interesting knowledge base for chatbots - ai-arxiv: huggingface.co/datasets/james… - ai-arxiv-chunked: huggingface.co/datasets/james… #GenerativeAI
- I just posted article #100 on @Medium with @TDataScience 🎉 And it's a big one! How to train BERT models from scratch, creating an Italian-speaking BERT - FiliBERTo 🇮🇹 towardsdatascience.com/how-to-train-a…
