LangChain + OpenAI to chat w/ (query) own Database / CSV!

In part 2 of this series we use natural language (english) to query our database and CSV. LangChain integrates with GPT to convert natural language to the corresponding SQL statements, or pandas command, which is then executed to return a natural language response.
LangChain is a fantastic tool for developers looking to build AI systems using the variety of LLMs (large language models, like GPT-4, Alpaca, Llama etc), as it helps unify and standardize the developer experience in text embeddings, vector stores / databases (like Chroma), and chaining it for downstream applications through agents.
Mentioned in the video:
Watch PART 1 of the LangChain / LLM series: • LangChain + OpenAI tut...
CSV to Sqlite in 5 lines of code:
• Intro to SQLite: CSV t...
LangChain documentation: python.langcha...
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...