diff --git a/README.md b/README.md index c04aa3ff5..f8c867546 100644 --- a/README.md +++ b/README.md @@ -38,30 +38,22 @@ Start your project with conversation history, support for any LLM, agentic workf --- ## Why Julep? -We've built a lot of AI apps and understand how difficult it is to evaluate hundreds of tools, techniques, and models, and then make them work well together. +We've built a lot of AI apps and understand how difficult it is to evaluate hundreds of tools, techniques, and models, and then make them work well together. -**The Problem** - -Even for simple apps you have to: -- pick the right language model for your use case -- pick the right framework -- pick the right embedding model -- choose the vector store and RAG pipeline -- build integrations -- tweak all of the parameters (temp, penalty, max tokens, similarity thresholds, chunk size, and so on) -- write and iterate on prompts for them to work +**The Problems** +1. The barrier to making LLM apps with memory, knowledge & tools is too high. +2. Agentic behaviour is hard to control when done through multi-agent frameworks. **The Solution**: -Julep eases the burden and time taken to get up and running with any AI app. - - **Statefulness By Design**: Manages context by default. Uses [CozoDB](https://cozodb.org/) to save & retrieve conversation history, OpenAPI specification tools & documents. - **Support for Users & Agents**: Allows creating different user <-> agent interactions like `One Agent <-> Many Users`; `Many Agents <-> One User` etc. Read more: https://docs.julep.ai/concepts/ - **Use and switch between any LLMs anytime**: Switch and use different LLMs, providers and models, self-hosted or otherwise. - **Automatic Function Calling**: No need to handle function calling manually. Julep deals with calling the function, parsing the response, retrying in case of failures and passing the response into the context. - **Production-ready**: Julep comes ready to be deployed to production using Docker Compose. Support for k8s coming soon! - **90+ tools built-in**: Connect your AI app to 150+ third-party applications using [Composio](https://docs.composio.dev/framework/julep/) natively. -- ***GitHub Actions-like workflows for tasks**: Define agentic workflows to be executed asynchronously without worrying about timeouts. -> (*) Features coming soon! +- ***GitHub Actions-like workflows for tasks**: Define agentic workflows to be executed asynchronously with one ore more without worrying about timeouts or multiplying hallucinations. + +> (*) Coming soon!