LangChain provides a caching mechanism for LLMs (large language models). The benefits of caching in your LLM development are:
1. Save you money by reducing the number of API calls you make to the LLM provider (like OpenAI, Cohere etc), if you're often requesting the same completion multiple times
2. Speeds up your application by reducing the number of API calls you make to the LLM provider. We look at how LangChain implements this caching mechanism, and how we can use it in our own LLM development process.
- Watch PART 1 of the LangChain / LLM series:
Build a GPT Q&A on your own data
• LangChain + OpenAI tut...
- Watch PART 2 of the LangChain / LLM series:
LangChain + OpenAI to chat w/ (query) own Database / CSV!
• LangChain + OpenAI to ...
- Watch PART 3 of the LangChain / LLM series
LangChain + HuggingFace's Inference API (no OpenAI credits required!)
• LangChain + HuggingFac...
- Watch PART 4 of the LangChain / LLM series
Understanding Embeddings in LLMs (ft LlamadIndex + Chroma db)
• Understanding Embeddin...
- Watch PART 5 of the LangChain / LLM series
Query any website with GPT3 and LlamaIndex
• GPT scrapes + answers ...
- Watch PART 6 of the LangChain / LLM series
Locally-hosted, offline LLM w/LlamaIndex + OPT (open source, instruction-tuning LLM)
• Locally-hosted, offlin...
- Watch PART 7 of the LangChain / LLM series
Building an AI language tutor: Pinecone + LlamaIndex + GPT-3 + BeautifulSoup
• Building an AI languag...
- Watch PART 8 of the LangChain / LLM series
Building a queryable journal 💬 w/ OpenAI, markdown & LlamaIndex 🦙
• Building a queryable j...
- Watch PART 9 of the LLM series
Making a Sci-Fi game w/ Cohere LLM + Stability.ai: Generative AI tutorial
• Making a Sci-Fi game w...
- Watch PART 10 of the LLM series
GPT builds entire app from prompt (ft. SMOL Developer)
• GPT builds entire app ...
- Watch Part 11 (Prompt Engineering / Prompt Design)
A language for LLM Prompt Design: Guidance
• A language for LLM pro...
All the code for the LLM (large language models) series featuring GPT-3, ChatGPT, LangChain, LlamaIndex and more are on my github repository so go and ⭐ star or 🍴 fork it. Happy Coding!
github.com/onl...
Негізгі бет You should use LangChain's Caching!
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