diff --git a/README.md b/README.md index 9123826..30fe592 100644 --- a/README.md +++ b/README.md @@ -237,6 +237,31 @@ An AI agent designed to test what happens when you combine CLI and LLM, which ar +## [BambooAI](https://github.com/pgalko/BambooAI) + +The BambooAI library is a user-friendly semi-autonomous AI agent designed to make data exploration and analysis more accessible to non-programmers. + +
+ +### Description +- BambooAI runs in a loop (until user decides to end it). +- Allows mixing of different models with different capabilities, token costs and context windows for different tasks. +- Maintains the memory of previous conversations. +- Builds the prompts dynamically utilising relevant context from Pinecone vector DB. +- Offers a narrative or asks follow up questions if required. +- For codified responses, the task is broken down into a list of steps and a pseudo-code algorithm is built. +- Based on the algorithm, it devises the python code for dataset analysis, modeling or plotting. +- Debugs the code which then executes, auto-corrects if needs to, and displays the output to user. +- Ranks the final answers, and asks user for feedback. +- Builds a vector DB knowledge-base, based on the rank and the user feedback. + +### Links +- [GitHub](https://github.com/pgalko/BambooAI) +- [Creators's Twitter](https://twitter.com/pgalko) + +
+ + ## [Bloop](https://bloop.ai/) A GPT-4 powered semantic code search engine that uses an AI agent