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Chroma Vector Store — Topic Summaries

AI-powered summaries of 3 videos about Chroma Vector Store.

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Ollama meets LangChain

Sam Witteveen · 2 min read

Running Ollama models locally turns LangChain into an on-device workflow: Python code can call a local LLaMA-2 instance through an API, generate...

OllamaLangChainLocal LLM

RetrievalQA with LLaMA 2 70b & Chroma DB

Sam Witteveen · 2 min read

Retrieval-augmented QA with LLaMA-2 70B works cleanly when answers are grounded in a local Chroma vector database built from a set of research PDFs....

Retrieval QARAG PipelineChroma Vector Store

How to use BGE Embeddings for LangChain and RAG

Sam Witteveen · 2 min read

BGE embeddings from the Beijing Academy of AI have surged to the top of major embedding benchmarks while dramatically shrinking model size—making...

BGE EmbeddingsLangChain RAGChroma Vector Store