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What business problems are you solving with Langchain and LLMs?
by cloudking 3y ago
What business problems are you solving with Langchain and LLMs?
- wahnfrieden 3y agoReselling access to Langchain and LLMs
- shon 3y agoLol
- cloudking 3y agoPerfect.. I've seen so many demos showing people feeding data to LLMs so they can "ask questions about their data" but still not seen any real business use cases. Is anyone using these tools in production for a real problem?
- ramoz 3y agoThe enterprise search domain has evolved quite a bit, utilizing & integrating retrieval-rerank architectures for a few years now. That includes embedding/vector storage, as well as LLM usage (eg using Google T5 for query understanding and model rerank)… there’s some generative modeling but not really like GPT… more like structuring an abstract tree from a complex Boolean query, and sending that tree into an custom retrieval approach over ANN & rerank ensemble. If you’re doing that type of work in a serious manner you don’t use libraries like langchain or lamaindex. They are a bit late/irrelevant to the engineering that exists in that type of environment.
- deleted 3y ago[deleted]
- hcks 3y agoIt’s LLM wrappers all the way down