Cognee Blog

Follow our progress and hear our stories

Going beyond LangChain 1

In 2023, 7,000 new AI projects emerged, driven by model advancements and community collaboration. Despite this, many applications are rudimentary, prompting the need for a unified Large Language Model (LLM) platform.

Going beyond LangChain 2

At Level 2, our AI script advances with Memory Layer, FastAPI, Langchain, and Weaviate. Our Proof of Concept (POC) enables PDF upload and specific actions like translation. Attention modulators help data retrieval, mirroring cognitive science principles.

Going beyond LangChain 3

Enhancing RAG applications involves testing adjustable parameters like document quantity and chunk size. Challenges include reliably linking memories and organizing memory elements for human-like understanding. We need to ensure robust AI development.

Going beyond LangChain 4

In our quest for a robust RAG model, we delve into memory architecture and integrate with keepi.ai. Using human-inspired cognitive processes, we optimize data management with a focus on graph databases.