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1/8 🚀 Let's go step by step on "Chat with your Repo" assistant powered by @LangChainAI🦜🔗 and @pinecone🌲all running smoothly on @googlecloud☁️ Run- this was demoed at yesterday's HUGE @googlecloud @pinecone event in Tel Aviv 🇮🇱
@hwchase17 counting on you for next time😎
@hwchase17 counting on you for next time😎
2/8 Step 1? Vectorize your repository files. With using @googlecloud VertexAI embeddings and a couple of lines of @LangChainAI you simply ingest these vectors into @pinecone vectorstore. 
3/8 Now, we use @googlecloud VertexAI embeddings along with context retrieved from @pinecone to augment the user's original prompt to @googlecloud PaLM 2 LLM. This enables is also called in context learning. With @LangChainAI again is just a couple of lines of code
