LangChain
Langchain orchestrates the LLM pipelines by connecting LLM models to external sources and provides abstractions and tools to interface between user input and output.
Building and Testing Reliable Agents
Chat with any website using FastAPI, Next.js, and LangChain for seamless integration.
Related
Pipeline Components
- LLM Models
- Sources
- Abstractions
- Tools
LLM models and components are linked into a pipeline "chain," making it easy for developers to rapidly prototype robust applications
Sources
- Wikipedia
- Notion
- Wolfram
Abstractions
- Chains
- Agents
Tools
Provide an interface for input and output.
LangChain Modules
- Model I/O
- Data Connection
- Memory
- Chains
- Agents
- Callbacks
Problem
Problems solved by LangChain.
- Most LLMs are not up to date
- Do not have specific domain knowledge
- Manual interface is not efficient