Langchain

Indexify complements LangChain by providing a robust ingestion engine for indexing large volume of multi-modal content such as PDFs, raw text, audio and video. It provides a Langchain retriever to retrieve context for LLMs.

​

Install

• Python

pip install indexify-langchain

​

Initiate the retriever

• Python

params = {"name": "minilml6.embedding", "top_k": 9}
retriever = IndexifyRetriever(client=client, params=params)

​

Complete Examples

We developed a few examples to demonstrate the integration of LangChain with Indexify.

• LangChain Integration with Indexify for PDF QA
• Adaptive RAG with LangGraph